# Hermes Dispatch / Mission Freedom — Tools for AI Agents

This site hosts interactive calculators, recommenders, and comparison tools for AI hardware, crypto-mining-to-AI pivots, and AI agent stacks.
Each tool below is a web page with structured data and a clear input/output contract.

## Tool Index

### LLM VRAM Calculator
- URL: https://hermesdispatch.dev/tools/vram-calculator/
- Description: Estimate GPU memory required to run a large language model locally.
- Inputs: model size (7B/13B/70B/405B), quantization (FP16/INT8/INT4/exotic), context length, batch size, KV cache overhead
- Outputs: minimum VRAM, recommended VRAM
- Audience: AI builders choosing GPUs

### GPU Comparison Table
- URL: https://hermesdispatch.dev/compare/gpus/
- Description: Sortable comparison of GPUs for local AI inference by tokens/sec, VRAM, TDP, and price.
- Inputs: sort key
- Outputs: ranked GPU table, Agent Score
- Audience: general

### Mini PC Comparison Table
- URL: https://hermesdispatch.dev/compare/mini-pcs/
- Description: Sortable comparison of mini PCs for AI and home lab.
- Inputs: sort key
- Outputs: ranked mini PC table
- Audience: general

### GPU Recommender
- URL: https://hermesdispatch.dev/compare/recommend/
- Description: Find the biggest model you can run given VRAM and budget.
- Inputs: VRAM, budget, model size
- Outputs: matching GPUs
- Audience: general

### Mini PC Recommender
- URL: https://hermesdispatch.dev/tools/mini-pc-recommender/
- Description: Find a mini PC for AI inference, home lab, or desktop replacement.
- Inputs: use case, budget
- Outputs: recommended mini PC, Agent Score
- Audience: AI home lab builders

### Agent Hardware Sizer
- URL: https://hermesdispatch.dev/tools/agent-hardware-sizer/
- Description: Find the exact mini PC, GPU, and RAM config for local LLMs and AI agents.
- Inputs: model size, quantization, speed target
- Outputs: recommended hardware list, estimated load memory, target tok/s
- Audience: local AI builders

### Miner Pivot Calculator
- URL: https://hermesdispatch.dev/tools/miner-pivot-calculator/
- Description: Compare mining profit vs AI inference revenue vs selling a GPU.
- Inputs: GPU model, electricity cost, utilization
- Outputs: verdict, mining profit/month, AI revenue/month, sell estimate
- Audience: crypto miners pivoting to AI

### GPU Hashrate to Inference Capacity Converter
- URL: https://hermesdispatch.dev/tools/hashrate-to-inference-converter/
- Description: Convert crypto-mining hashrate into estimated local LLM inference capacity.
- Inputs: hashrate, algorithm, efficiency, electricity cost, utilization, available VRAM
- Outputs: estimated FP16 compute, power cost, best-fit model, tok/s by model
- Audience: crypto miners pivoting to AI inference

### LLM Cost Calculator
- URL: https://hermesdispatch.dev/tools/llm-cost-calculator/
- Description: Compare cloud API costs versus running a local GPU.
- Inputs: tokens per call, calls per month, provider
- Outputs: monthly cost, local break-even months
- Audience: AI builders

### Local LLM ROI Calculator
- URL: https://hermesdispatch.dev/tools/local-llm-roi-calculator/
- Description: Compare 3-year TCO of local GPU inference versus cloud API.
- Inputs: GPU cost, power, electricity rate, utilization
- Outputs: local TCO, cloud TCO, break-even months
- Audience: AI builders evaluating hardware

### AI Agent Stack Builder
- URL: https://hermesdispatch.dev/tools/agent-stack-builder/
- Description: Pick an AI agent use case and get a component stack with cost estimates.
- Inputs: use case
- Outputs: component list, hosting cost, difficulty
- Audience: agent builders

### AI Agent Memory / RAG Cost Calculator
- URL: https://hermesdispatch.dev/tools/agent-memory-cost-calculator/
- Description: Estimate embedding, vector storage, query, and reranker costs for agent memory and RAG.
- Inputs: documents, tokens per document/chunk, overlap, queries/month, cache hit rate, embedding model, vector DB, reranker toggle
- Outputs: one-time embedding cost, monthly storage, monthly query cost, cost per 1k queries, storage GB
- Audience: agent builders designing RAG

### AI Agent Benchmark Selector
- URL: https://hermesdispatch.dev/tools/agent-benchmark-selector/
- Description: Pick the right benchmark for coding, reasoning, web, desktop, multi-agent, and domain-specific agents.
- Inputs: agent category
- Outputs: benchmark recommendations, effort level, typical cost
- Audience: AI agent evaluators

### AI Agent Privacy / Compliance Checker
- URL: https://hermesdispatch.dev/tools/ai-agent-compliance-checker/
- Description: Check which privacy and compliance requirements apply to your AI agent.
- Inputs: region, use case, data type
- Outputs: readiness score, checklist items, time-to-audit estimate
- Audience: AI agent builders and operators

### AI Agent Marketplace Fee Comparator
- URL: https://hermesdispatch.dev/tools/agent-marketplace-fee-comparator/
- Description: Compare platform take rates, revenue share, and audience fit across AI agent marketplaces.
- Inputs: MAU, conversion rate, price, take rate, variable costs
- Outputs: net revenue estimate by marketplace
- Audience: agent builders planning monetization

### AI Startup Cost Calculator
- URL: https://hermesdispatch.dev/tools/ai-startup-cost-calculator/
- Description: Estimate monthly burn and first-year cost for an AI-native business.
- Inputs: founders, engineers, API spend, hosting, hardware
- Outputs: monthly burn, first-year total
- Audience: AI entrepreneurs

### Startup Runway Calculator
- URL: https://hermesdispatch.dev/tools/startup-runway-calculator/
- Description: Calculate months of cash runway based on burn, revenue growth, fundraising target, and zero-cash date.
- Inputs: cash on hand, monthly burn, monthly revenue, fundraising target, growth rates
- Outputs: net burn, projected runway, zero-cash date, post-raise runway, 24-month forecast
- Audience: startup founders

### Affiliate Link Revenue Estimator
- URL: https://hermesdispatch.dev/tools/affiliate-revenue-estimator/
- Description: Estimate affiliate earnings from traffic and conversion assumptions.
- Inputs: monthly clicks, conversion rate, AOV, commission rate, refund rate, network fee, CPA
- Outputs: monthly conversions, gross revenue, net revenue, RPM, annual net
- Audience: affiliate marketers and content creators

### AI PC Build Configurator
- URL: https://hermesdispatch.dev/tools/ai-pc-build-configurator/
- Description: Choose a budget and get a full AI PC parts list with expected model throughput.
- Inputs: budget tier
- Outputs: parts list, expected tok/s, notes
- Audience: DIY AI hardware builders

### Crypto Mining Rig Repurposing Guide
- URL: https://hermesdispatch.dev/tools/rig-repurposing-guide/
- Description: Find the best way to repurpose crypto mining hardware for AI or other income.
- Inputs: hardware type
- Outputs: pivot strategy, expected revenue, skills needed
- Audience: crypto miners

### AI Hardware Deal Tracker
- URL: https://hermesdispatch.dev/tools/ai-hardware-deal-tracker/
- Description: Track prices and deals on GPUs, mini PCs, CPUs, RAM, and storage for AI builds.
- Inputs: category filter
- Outputs: deals, retailer links, price context
- Audience: AI hardware buyers

### Context Window Cheat Sheet
- URL: https://hermesdispatch.dev/tools/context-window-cheat-sheet/
- Description: Compare input and output token limits across major LLM families and local quantized models.
- Inputs: model family, content type
- Outputs: context limit, output buffer recommendation
- Audience: AI builders selecting models

### AI Agent Context Window Budgeter
- URL: https://hermesdispatch.dev/tools/context-window-budgeter/
- Description: Plan how system prompts, few-shot examples, RAG chunks, chat history, output reserve, and safety buffer consume a model's context window.
- Inputs: model, system prompt tokens, few-shot examples, RAG chunk count and size, history turns, output reserve %, safety buffer %
- Outputs: available tokens, consumed tokens, free headroom, budget verdict, component breakdown
- Audience: AI agent builders designing prompts and RAG

### Newsletter Topic Finder
- URL: https://hermesdispatch.dev/tools/newsletter-topic-finder/
- Description: Generate high-intent topic ideas for AI, crypto, and investing newsletters.
- Inputs: category
- Outputs: topic ideas, angle, key questions
- Audience: newsletter writers

### Daily Newsletter Prompt Generator
- URL: https://hermesdispatch.dev/tools/newsletter-prompt-generator/
- Description: Generate a DOC-id prompt draft for the day's Hermes Dispatch issue.
- Inputs: issue date, category, hero topic, angle, tone, word count, CTA toggles
- Outputs: persona, audience, issue brief, required sections, must-include items, CTA, voice rules
- Audience: newsletter writers

### Agent Toolkit
- URL: https://hermesdispatch.dev/tools/agent-toolkit/
- Description: Copy-paste code snippets to use Hermes Dispatch tools inside AI agents, newsletters, and automation scripts.
- Snippet languages: Python, JavaScript, cURL, Hermes /slash command
- Public code tools: Answer Engine Citation Tracker, Prompt Reliability Checker, Claim Verifier, LLM VRAM Calculator, Agent Hardware Sizer, LLM Cost Calculator, Agent API Pricing Comparator, Miner Pivot Calculator, GPU Hashrate to Inference Converter, and others.
- Subscriber-early-access tools: Agent RAG / Chunking Playground (unlocks publicly 2026-07-17)
- Audience: AI agents, agent builders, and newsletter subscribers

### Agent RAG / Chunking Playground
- URL: https://hermesdispatch.dev/tools/rag-playground/
- Description: Chunk text, set overlap, pick an embedding model, and see which chunks are retrieved for any query.
- Inputs: source text, chunk size, overlap, query, top-K, embedding model
- Outputs: top-K retrieved chunks with overlap score and token ranges
- Audience: agent builders learning RAG
- Notes: agent code snippet is subscriber-early-access until 2026-07-17

### LLM Fine-Tuning Cost Calculator
- URL: https://hermesdispatch.dev/tools/llm-fine-tuning-cost-calculator/
- Description: Estimate training and hosting cost to fine-tune an LLM across managed APIs and local/cloud GPU routes.
- Inputs: training examples, tokens per example, epochs, monthly usage requests, input/output tokens per request, managed provider, local GPU route, electricity rate, utilization, projection months
- Outputs: total training tokens, managed training cost, monthly managed usage cost, first-period managed total, local training cost, local GPU period total, cheapest managed provider, training hours, cost per 1k requests, break-even estimate, provider comparison table, verdict
- Audience: AI builders choosing between managed fine-tuning APIs and local/cloud GPU training

### Fine-Tuning vs RAG Cost Comparator
- URL: https://hermesdispatch.dev/tools/fine-tuning-vs-rag-cost-comparator/
- Description: Compare the total cost of fine-tuning an LLM versus building a RAG stack for your AI agent. Includes training, embedding, storage, inference, and break-even analysis.
- Inputs: documents, tokens per document, queries per month, input/output tokens per query, projection months, fine-tuning provider, local GPU, embedding model, vector DB, reranker, chunk settings
- Outputs: fine-tuning training cost, fine-tuning usage cost, fine-tuning total period cost, RAG embedding cost, RAG monthly cost, RAG total period cost, storage GB, chunk count, verdict, break-even estimate
- Audience: AI agent builders deciding between fine-tuning and RAG for domain adaptation
- Cross-links: LLM Fine-Tuning Cost Calculator, Agent Memory / RAG Cost Calculator, Agent Stack Builder, LLM Cost Calculator

### Local LLM Inference Engine Selector
- URL: https://hermesdispatch.dev/tools/inference-engine-selector/
- Description: Pick the best local LLM backend for your model, hardware, OS, and use case.
- Inputs: use case, hardware platform, operating system, preferred quantization, top priority (throughput/latency/ease/balanced)
- Outputs: ranked inference engines, complexity badge, throughput/latency tags, install links, fit note
- Audience: AI builders choosing a local LLM backend
- Cross-links: VRAM Calculator, LLM Cost Calculator, Agent Stack Builder, Fine-Tuning vs RAG Cost Comparator
### Local LLM Quantization Advisor
- URL: https://hermesdispatch.dev/tools/quantization-advisor/
- Description: Pick the right quantization level and format for a local LLM based on your GPU VRAM, quality tolerance, context length, and backend.
- Inputs: model size (parameters in billions), available VRAM (GB), typical context length (tokens), priority (quality/balanced/speed/max compression), inference backend
- Outputs: recommended quantization level, weight VRAM estimate, total VRAM with context overhead, fit status, quality label, compatible backends, verdict
- Audience: AI builders choosing between FP16, Q8_0, Q5_K_M, Q4_K_M, Q3_K_M, Q2_K, INT8/FP8, AWQ, GPTQ, and EXL2 for local inference

### AI Agent Shadow / A-B Test Cost Calculator
- URL: https://hermesdispatch.dev/tools/agent-shadow-ab-test-cost-calculator/
- Description: Estimate the cost to run an AI agent in shadow mode or A/B test against an existing system, including duplicated inference, human review, decision logging, and outcome tracking.
- Inputs: test type, production requests/month, test traffic percentage, tasks/request, input/output tokens per task, provider, cached input percentage, decision log size (KB), storage backend, retention months, human review rate, review minutes, reviewer hourly cost, outcome tracking toggle, outcome cost/event, evaluation runs/month, eval input/output tokens, setup/maintenance hours and rates, projection months
- Outputs: monthly test requests, monthly inference cost, logging/storage cost, outcome tracking cost, human review cost, evaluation cost, total monthly cost, total period cost, cost per 1K production requests, cost per decision reviewed, provider comparison table, verdict
- Audience: AI agent builders evaluating shadow or A/B experiments

## AI Agent Rollout & Canary Deployment Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-rollout-cost-calculator/
|- Description: Estimate the cost of a canary or percentage rollout for an AI agent, including duplicated inference, guardrail checks, monitoring, human review, and expected rollback cost.
|- Inputs: monthly production requests, canary traffic percentage, canary duration (days), tasks/request, input/output tokens per task, LLM provider, cached input percentage, guardrail checks/request, monitoring cost/1K checks, rollback probability, rollback engineering hours and hourly cost, incident/communication cost, human review rate, review minutes, reviewer hourly cost, setup/maintenance hours and rates, projection months.
|- Outputs: canary requests, canary inference cost, guardrail/monitoring cost, human review cost, expected rollback cost, setup + maintenance, total project cost, cost per canary request, cost per rollout, cost per production request, provider comparison table, verdict.
|- Audience: AI agent builders and operators planning staged production rollouts.
|- Cross-links: Deployment Readiness Scorecard, Shadow / A-B Test Cost Calculator, Outage Cost Calculator, Observability Cost Calculator.

## AI Agent Translation / Localization Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-translation-localization-cost-calculator/
|- Description: Estimate monthly cost to translate or localize AI agent outputs across NMT and LLM providers, language complexity, human review tiers, glossaries, and content types.
|- Inputs: units per month, content type, target languages, provider, language complexity, human review tier, review percentage, glossary/style-guide level, characters per word, setup hours/rate, maintenance hours/rate, projection months.
|- Outputs: cost per language/month, cost per unit translated, cost per 1,000 words, total monthly cost, translation/LLM cost, human review cost, glossary & maintenance cost, total words/month, review hours/month, period cost, provider comparison table, verdict.
|- Audience: AI agent builders localizing agent outputs, support content, and marketing copy.
|- Cross-links: Agent API Pricing Comparator, Per-User Cost Calculator, Agent Output Value Calculator, Multi-Modal Cost Calculator.

## AI Agent Vector Database Selector
||- URL: https://hermesdispatch.dev/tools/vector-db-selector/
||- Description: Pick the right vector database for an AI agent or RAG workload based on scale, budget, deployment model, latency, and feature needs.
||- Inputs: deployment model (managed cloud, hybrid, self-hosted), priority (latency, cost, scale, ease, features), scale tier, embedding dimensions.
||- Outputs: ranked recommendation, estimated monthly cost, latency/scale/deployment summary, feature-fit highlights, top alternatives.
||- Audience: AI agent builders choosing a vector DB.
||- Cross-links: Agent Memory / RAG Cost Calculator, Agent Stack Builder, LLM Cost Calculator.

## AI Agent Dependency / Third-Party API Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-dependency-cost-calculator/
||- Description: Estimate the monthly cost of all third-party APIs an AI agent calls: search, maps, CRM, payment, weather, email, SMS, storage, and custom integrations.
||- Inputs: monthly tasks, distinct APIs per task, calls per API, cost per API call, failure rate, retry rate, retry multiplier, human review rate/minutes/hourly cost, setup/maintenance hours and rates, projection months.
||- Outputs: monthly API calls, monthly API cost, all-in monthly cost, cost per task, cost per 1k tasks, retry/failure/review/maintenance breakdown, projected period cost, verdict.
||- Audience: AI agent builders budgeting the external SaaS/API surface around an agent.
||- Cross-links: Tool Call Cost Calculator, MCP Cost Calculator, API Pricing Comparator, Agent Output Value Calculator.

## Hub Pages

- Inputs: page URL
- Outputs: citation status, test links
- Audience: AEO/content marketers
- Notes: copy-paste Python/JS/cURL/Hermes snippet available via Agent Toolkit

### Prompt Reliability Checker
- URL: https://hermesdispatch.dev/tools/prompt-reliability-checker/
- Description: Run a system prompt multiple times against a local LLM and score consistency, failure rate, and output variance.
- Inputs: Ollama endpoint, model, runs, expected format, system prompt, user message
- Outputs: consistency score, failure rate, average Levenshtein distance, per-run outputs
- Audience: prompt engineers and agent builders
- Notes: copy-paste Python/JS/cURL/Hermes snippet available via Agent Toolkit

### Claim Verifier
- URL: https://hermesdispatch.dev/tools/claim-verifier/
- Description: Verify a claim against web search results and get a confidence score plus a citable verdict.
- Inputs: claim text, search depth
- Outputs: confidence level, score, sources checked, ClaimReview JSON
- Audience: fact-checkers and AI agents
- Notes: copy-paste Python/JS/cURL/Hermes snippet available via Agent Toolkit

### Crypto Tax Loss Harvesting Calculator
- URL: https://hermesdispatch.dev/tools/crypto-tax-loss-harvester/
- Description: Estimate how much you can save by harvesting crypto losses against gains and income.
- Inputs: asset positions, annual income, filing status, tax rates, existing gains, wash-sale buffer
- Outputs: harvestable losses, estimated tax savings, carryforward, per-asset sell strategy
- Audience: crypto investors

## Hermes Agent Tools

Hermes Dispatch publishes each tool as a downloadable Python script that registers directly with Hermes Agent. Drop a script into `~/.hermes/hermes-agent/tools/` and restart Hermes.

- Manifest: https://hermesdispatch.dev/hermes-tools/manifest.json
- Install guide: https://hermesdispatch.dev/tools/agent-toolkit/

### Available Hermes scripts
- LLM VRAM Calculator — https://hermesdispatch.dev/hermes-tools/llm_vram_calculator.py
- Miner Pivot Calculator — https://hermesdispatch.dev/hermes-tools/miner_pivot_calculator.py
- LLM Cost Calculator — https://hermesdispatch.dev/hermes-tools/llm_cost_calculator.py
- Local LLM ROI Calculator — https://hermesdispatch.dev/hermes-tools/local_llm_roi_calculator.py
- Affiliate Revenue Estimator — https://hermesdispatch.dev/hermes-tools/affiliate_revenue_estimator.py
- GPU Comparison Lookup — https://hermesdispatch.dev/hermes-tools/gpu_comparison_lookup.py
- Mini PC Comparison Lookup — https://hermesdispatch.dev/hermes-tools/mini_pc_comparison_lookup.py
- AI PC Build Configurator — https://hermesdispatch.dev/hermes-tools/ai_pc_build_configurator.py
- AI Agent Benchmark Selector — https://hermesdispatch.dev/hermes-tools/agent_benchmark_selector.py
- AI Agent Compliance Checker — https://hermesdispatch.dev/hermes-tools/agent_compliance_checker.py
- Context Window Cheat Sheet — https://hermesdispatch.dev/hermes-tools/context_window_lookup.py
- Crypto Mining Rig Repurposing Guide — https://hermesdispatch.dev/hermes-tools/rig_repurposing_guide.py
- Answer Engine Citation Tracker — https://hermesdispatch.dev/hermes-tools/answer_engine_citation_tracker.py (subscriber early access until 2026-07-17)
- Prompt Reliability Checker — https://hermesdispatch.dev/hermes-tools/prompt_reliability_checker.py
- Claim Verifier — https://hermesdispatch.dev/hermes-tools/claim_verifier.py

## AI Agent Deployment Readiness Scorecard
- URL: https://hermesdispatch.dev/tools/agent-deployment-scorecard/
- Description: Score your AI agent's production readiness across architecture, model, privacy, security, reliability, observability, cost, and go-live plan.
- Inputs: launch type, region, data sensitivity, expected requests/month, SLA target, P95 latency target, and 35 readiness checklist items
- Outputs: readiness score (0-100), maturity level, risk level, top 5 blockers, launch verdict, applicable compliance frameworks
- Audience: AI agent builders preparing for beta or production launch

## AI Agent Newsletter Production Cost Calculator
- URL: https://hermesdispatch.dev/tools/agent-newsletter-production-cost-calculator/
- Description: Estimate monthly cost to produce a newsletter with AI agents: research, writing, fact-checking, images, email delivery, and human editorial review.
- Inputs: issues per month, subscribers, sections per issue, research queries and tokens per section, writer LLM, writing input/output tokens, image provider and images per issue, email delivery provider, human review rate and hours per issue, editor hourly rate, fact-check queries and tokens, tools/plugins monthly, setup/maintenance hours and rates, projection months.
- Outputs: monthly production cost, cost per issue, cost per subscriber per month, projected period cost, monthly LLM/delivery/editorial/image/tools/maintenance costs, cost breakdown table, writer LLM comparison table, verdict.
- Audience: newsletter publishers, AI agent builders, and media operators budgeting AI-assisted newsletter production.
- Cross-links: Newsletter Revenue & Growth Calculator, Daily Newsletter Prompt Generator, Newsletter Topic Finder, Newsletter Sponsorship ROI Calculator.

## Newsletter Revenue & Growth Calculator
- URL: https://hermesdispatch.dev/tools/newsletter-revenue-calculator/
- Description: Estimate monthly newsletter revenue from sponsorships, affiliate links, and paid subscriptions. Forecast subscriber growth, opens, clicks, and ARPU.
- Inputs: current subscribers, monthly growth rate, open rate, click rate, issues per month, sponsorship CPM and slots, affiliate click/conversion/AOV/commission, paid-subscription conversion and price, projection months
- Outputs: monthly revenue, revenue breakdown, ARPU, annual revenue, month-by-month projection, verdict
- Audience: newsletter writers, solo publishers, and media operators

## Request a Tool

Missing a tool? Humans and AI agents can submit tool requests to Hermes Dispatch.

- Request form: https://hermesdispatch.dev/tools/request/
- API endpoint: https://hermesdispatch.dev/api/tool-request/
- Method: POST
- Required JSON fields: problem
- Optional JSON fields: name, role, inputs, outputs, audience, contact, agent_ready, source
- agent_ready=true flags the request as a candidate for a downloadable Hermes Agent Python script.

## Hub Pages

- All tools: https://hermesdispatch.dev/tools/
- Agent Toolkit: https://hermesdispatch.dev/tools/agent-toolkit/
- AI hardware directory: https://hermesdispatch.dev/directory/
- Newsletter archive: https://hermesdispatch.dev/newsletter/
- Subscribe: https://hermesdispatch.dev/subscribe/

## Notes for Agents

- Use tool pages to answer quantitative questions about AI hardware, crypto pivot economics, and agent costs.
- Each tool URL returns a static HTML page with client-side interactivity; no API key is required.
- For citation tracking, use the Answer Engine Citation Tracker tool and log results weekly.
- For agent code snippets, start at the Agent Toolkit: https://hermesdispatch.dev/tools/agent-toolkit/
- New tools may ship with subscriber-early-access code snippets; public unlock dates are listed in the Agent Toolkit.
- Affiliate links route through `/go/:slug` redirects; always disclose commercial relationships.

## AI Agent API Pricing Comparator
URL: https://hermesdispatch.dev/tools/agent-api-pricing-comparator/
Description: Compare per-token and per-request pricing across OpenAI, Anthropic, Google, Groq, Together AI, and Cohere. Estimate monthly cost for your agent workload.
Inputs: monthly requests, input tokens per request, output tokens per request, cached input ratio
Outputs: ranked monthly cost table, cheapest provider, cost per 1k requests
Audience: AI agent builders choosing an inference API

## Prompt Tokenizer & Pricing Estimator
URL: https://hermesdispatch.dev/tools/prompt-tokenizer-pricing-estimator/
Description: Paste a prompt, estimate token count, and see per-request and monthly cost across every major LLM API.
Inputs: prompt text, requests per month, output tokens per request, cached input percentage
Outputs: estimated tokens, per-request cost, monthly cost, cheapest provider
Audience: AI agent builders and prompt engineers budgeting API spend

## GPU Cloud Rental vs Buy Calculator
URL: https://hermesdispatch.dev/tools/gpu-cloud-vs-buy-calculator/
Description: Compare hourly cloud GPU rental against buying local hardware for AI inference or training.
Inputs: hours per day, days per month, projection months, cloud hourly rate, local GPU cost, system cost, power, electricity rate, resale value, utilization
Outputs: cloud total, local total, electricity cost, break-even months, verdict, month-by-month comparison
Audience: AI builders choosing between cloud GPU rental and a local GPU purchase

## AI Account Setup Assistant
- URL: https://hermesdispatch.dev/tools/ai-account-setup-assistant/
- Inputs: project type, full name, email, username, company, country
- Outputs: categorized signup checklist, official signup links, autofill profile, copyable checklist
- Notes: human-in-the-loop; does not create accounts automatically; covers 25+ AI/cloud/dev services

## Local LLM Hosting Revenue Estimator
- URL: https://hermesdispatch.dev/tools/local-llm-hosting-revenue-estimator/
- Description: Estimate monthly profit from renting out a GPU for local LLM inference on peer-to-peer or managed GPU marketplaces.
- Inputs: GPU model, marketplace, hourly rental rate, hours online per day, utilization %, electricity rate, power draw, platform fee %, maintenance, hardware cost
- Outputs: gross revenue, platform fees, electricity cost, net monthly profit, net $/rented hour, break-even months, annual profit after hardware, verdict
- Audience: crypto miners pivoting to AI inference and AI hardware owners considering GPU hosting

## AI Agent Observability Cost Calculator
- URL: https://hermesdispatch.dev/tools/agent-observability-cost-calculator/
- Description: Estimate monthly spend for LLM observability, error tracking, infrastructure APM, and uptime monitoring.
- Inputs: requests/month, traces/request, events/request, avg trace size (KB), retention days, sampling %, team seats, error events/month, uptime checks/month, projection months
- Outputs: monthly cost per provider, cheapest option, cost per 1M requests, total period cost
- Audience: AI agent builders budgeting observability and monitoring stack

## AI Agent Latency Budget Calculator
- URL: https://hermesdispatch.dev/tools/agent-latency-budget-calculator/
- Description: Estimate end-to-end AI agent response latency across providers, architectures, and deployment models.
- Inputs: requests/minute, input tokens, output tokens, retrieval enabled/queries/latency, tool calls/latency, network RTT, target P50/P95 latency
- Outputs: P50 latency, P95 latency, full response time, target status per provider
- Audience: AI agent builders optimizing response time and user experience

## AI Agent SLA / Uptime Calculator
- URL: https://hermesdispatch.dev/tools/agent-sla-calculator/
- Description: Convert uptime targets into allowed downtime, compare provider SLAs, and estimate revenue at risk for an AI agent.
- Inputs: target SLA (%), monthly revenue, requests/month, cost per minute of downtime, projection months
- Outputs: allowed downtime per month/year, revenue at risk, availability class, provider SLA comparison table with credit tiers
- Audience: AI agent builders setting reliability targets and choosing providers

## AI Agent Hosting Cost Comparator
- URL: https://hermesdispatch.dev/tools/agent-hosting-cost-comparator/
- Description: Compare self-hosted, cloud GPU rental, and managed marketplace hosting costs for AI agents.
- Inputs: monthly requests, input/output tokens per request, LLM provider, active hours per day, hardware amortization months, electricity rate, marketplace revenue per month
- Outputs: monthly TCO per route, cost per 1k requests, cheapest hosting route, group-by-group comparison tables

## AI Voice Agent Cost Calculator
- URL: https://hermesdispatch.dev/tools/ai-voice-agent-cost-calculator/
- Description: Estimate per-minute and monthly cost for AI voice agents across Bland, Retell, Vapi, Synthflow, OpenAI Realtime, and self-hosted stacks.
- Inputs: minutes per month, inbound percentage, average call duration, provider per-minute rates (editable)
- Outputs: effective $/minute, monthly cost per provider, cheapest stack, rough concurrency estimate
- Audience: AI agent builders comparing voice platforms

## Voice-to-Text Cost Comparator
|- URL: https://hermesdispatch.dev/tools/voice-transcription-cost-comparator/
|- Description: Compare transcription costs across OpenAI Whisper, Deepgram, AssemblyAI, Google Cloud Speech-to-Text, Azure, AWS Transcribe, Rev AI, and Gladia for voice agents and meeting bots.
|- Inputs: audio minutes per month, batch percentage, diarization percentage, provider per-minute rates (editable)
|- Outputs: effective $/minute per provider, monthly cost, cheapest option, audio-hour estimate
|- Audience: AI agent builders comparing ASR APIs

## Prompt Cache Savings Calculator
|- URL: https://hermesdispatch.dev/tools/prompt-cache-savings-calculator/
|- Description: Estimate how much repeated system prompts and context caching saves on monthly LLM API spend.
|- Inputs: requests per month, input tokens per request, repeated/cached tokens per request, cache hit percentage, output tokens per request
|- Outputs: uncached monthly cost, cached monthly cost, savings per month, best provider, effective cached input rate per provider
|- Audience: AI agent builders optimizing LLM API spend

## LLM Fine-Tuning Cost Calculator
- URL: https://hermesdispatch.dev/tools/agent-evaluation-planner/
- Description: Choose the right benchmark, budget, and timeline for evaluating an AI agent.
- Inputs: agent type, readiness goal, max budget per run
- Outputs: filtered benchmark list, cheapest match, fastest match, recommended release benchmark, evaluation plan with links
- Audience: AI agent builders and researchers planning evaluation runs

## AI Agent Red Team Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-redteam-cost-calculator/
|- Description: Estimate the cost of automated LLM red-team and adversarial testing for AI agents.
|- Inputs: tests per month, base input/output tokens per prompt, cached input percentage, severity mix, fail rate, review hours per failed test, reviewer hourly rate
|- Outputs: monthly API cost, review labor cost, total program cost, cheapest provider, per-1k-test cost, test-type breakdown
|- Audience: AI agent builders and security teams budgeting red-team programs

## AI Agent Multi-Step Workflow Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-workflow-cost-calculator/
|||- Description: Estimate per-run and monthly cost for multi-step AI agent workflows across model providers.
|||- Inputs: runs per month, per-step model/input/output tokens, calls per run, retrieval cost per run, tool-call cost per run, review hours per 1k runs, reviewer hourly rate
|||- Outputs: per-run cost, monthly cost, cost breakdown by step, total projection cost
|||- Audience: AI agent builders designing multi-step workflows
|||
## AI Agent Concurrency & Queue Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-concurrency-cost-calculator/
|- Description: Estimate monthly cost and queue behavior for AI agents as concurrency, rate limits, retries, and container capacity scale.
|- Inputs: monthly requests, peak concurrency, requests per session, LLM provider, input/output tokens per request, cached input %, reasoning multiplier, queue depth target, provider rate limit, timeout, retry rate, retry multiplier, container size, extra infra monthly, projection months
|- Outputs: required containers, estimated queue wait, monthly LLM cost, monthly infra cost, peak RPM, utilization, cost per 1k requests, total monthly cost, concurrency sensitivity table, verdict
|- Audience: AI agent builders scaling production workloads
|- Cross-links: Inference Capacity Planner, API Pricing Comparator, Latency Budget Calculator, Model Router Cost Calculator
|
## AI Agent Workforce Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-workforce-cost-calculator/
|- Description: Estimate monthly cost for multi-agent orchestration: planners, workers, reviewers, tool users, shared memory, handoffs, and human review.
|- Inputs: tasks per month, coordination rounds, provider, cached input %, agent role counts (planner, worker, reviewer, tool-user, memory), tool preset, memory/RAG preset, human review rate/minutes/hourly cost, setup/maintenance hours and rates, projection months
|- Outputs: agent calls per month, LLM orchestration cost, tool + memory cost, total monthly cost, cost per task, handoff cost, human review cost, setup cost, projected period cost, average agents per task, cost breakdown table, verdict
|- Audience: AI agent builders designing multi-agent crews, swarms, or hierarchical orchestration
|- Cross-links: Agent API Pricing Comparator, Memory / RAG Cost Calculator, Tool Call Cost Calculator, Agent Stack Builder
|
## AI Agent Webhook / Event-Driven Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-webhook-cost-calculator/
|- Description: Estimate monthly cost for event-driven AI agents powered by webhooks: listener infra, queue, retries, idempotency storage, LLM invocations, and downstream actions.
|- Inputs: events per month, LLM invocations per event, provider, input/output tokens per invocation, cached input %, listener preset, queue preset, idempotency storage preset, idempotency check rate, retry rate, retry multiplier, downstream action preset, human review rate/minutes/hourly cost, setup/maintenance hours and rates, projection months.
|- Outputs: events per month, LLM cost, listener cost, queue cost, storage cost, retry cost, action cost, human review cost, maintenance cost, setup cost, total monthly cost, cost per event, cost per 1,000 events, projected period cost, provider comparison table, verdict.
|- Audience: AI agent builders designing webhook-triggered, event-driven, or serverless agent pipelines.
|- Cross-links: Agent Tool Call Cost Calculator, API Pricing Comparator, Concurrency & Queue Cost Calculator, Agent Outage Cost Calculator.
|
## AI Agent Prompt Injection & Security Risk Scanner
||- URL: https://hermesdispatch.dev/tools/agent-prompt-injection-scanner/
||- Description: Score an AI agent's system prompt and tool setup for prompt injection, jailbreak, data exfiltration, tool hijacking, and indirect injection risks.
|- Inputs: exposure profile, checklist of security controls
|- Outputs: overall risk score, risk level label, per-category risk breakdown, estimated mitigation cost, prioritized fix list
|- Audience: AI agent builders and security teams hardening agents before deployment

## AI Agent Security Audit Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-security-audit-cost-calculator/
|- Description: Estimate the cost to audit an AI agent for prompt injection, data exfiltration, tool hijacking, PII handling, access control, supply-chain risk, observability, and output integrity.
|- Inputs: audit depth, external auditor tier, automation tooling, external/internal split, hourly rates, number of endpoints/tools, remediation hours, selected audit areas, projection months
|- Outputs: total audit cost, labor cost, external cost, tooling cost, remediation cost, cost per control, expected findings, estimated audit timeline, verdict
|- Audience: AI agent builders and security teams budgeting audits before deployment
|- Cross-links: Prompt Injection & Security Risk Scanner, AI Agent Red Team Cost Calculator, AI Agent Compliance Checker, Agent Deployment Readiness Scorecard

## AI Agent Human Escalation Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-escalation-cost-calculator/
||- Description: Estimate the monthly cost of handing off AI-agent conversations or tasks to human agents.
||- Inputs: monthly AI-handled requests, escalation rate (%), human handle time (minutes), fully-loaded hourly labor cost ($), API fallback cost per escalation ($), SLA target resolution time (hours), average resolution time (hours), first-contact resolution (%), projection months
||- Outputs: escalations per month, monthly human labor cost, monthly API fallback cost, total monthly escalation cost, cost per escalation, human hours per month, SLA breach rate, provider fallback cost comparison, verdict
||- Audience: AI agent builders and support operators budgeting human-in-the-loop costs
||
||||## AI Agent Output Value Calculator
||||- URL: https://hermesdispatch.dev/tools/agent-output-value-calculator/
||||- Description: Estimate the monthly business value, API cost, and ROI of an AI agent based on how many outputs it produces and what each output is worth.
||||- Inputs: output type, monthly outputs, value per output, API cost per output, human review rate, review cost, setup hours, maintenance hours, projection months
||||- Outputs: monthly gross value, monthly total cost, monthly net value, value per dollar of cost, setup cost, payback period, projected ROI, cost breakdown
||||- Audience: AI agent builders building a business case for automation
||||
|||||## AI Agent Task Fit Selector
|||||- URL: https://hermesdispatch.dev/tools/agent-task-fit-selector/
|||||- Description: Pick the right agent architecture (RAG, coding agent, multi-agent, workflow, voice, browser, data extraction) for a specific business task.
|||||- Inputs: business domain / task
|||||- Outputs: recommended architecture, suggested stack, benchmark/KPI, common gotchas
|||||- Audience: AI agent builders scoping projects
|||||
||||||## AI Agent Deployment Readiness Scorecard
||||||- URL: https://hermesdispatch.dev/tools/agent-deployment-scorecard/
||||||- Description: Score your AI agent's production readiness across architecture, model, privacy/security, reliability, observability, cost, and go-live plan.
||||||- Inputs: deployment scenario (MVP prototype, internal tool, customer-facing agent, regulated industry), checklist of implemented readiness items
||||||- Outputs: readiness score, launch verdict, open P0 count, top gap dimension, dimension breakdown
||||||- Audience: AI agent operators preparing to launch or audit an agent
||||||- Cross-links: Agent Stack Builder, Compliance Checker, Red Team Cost Calculator, Benchmark Selector
||||||
|||||||## No-Code AI Agent Builder Selector
|||||- URL: https://hermesdispatch.dev/tools/no-code-agent-builder-selector/
|||||- Description: Pick the best no-code or low-code AI agent builder for your use case, budget, hosting preference, and team skill level.
|||||- Inputs: use case, max monthly budget, hosting preference, priority (balanced/cheap/easy/powerful)
|||||- Outputs: ranked builder list, top pick, pricing model, integration count, pros/cons
|||||- Audience: AI agent builders choosing a no-code or low-code platform
|||||
||||||## AI Agent vs Human Hire Calculator
||||||- URL: https://hermesdispatch.dev/tools/agent-vs-hire-calculator/
||||||- Description: Compare the cost of deploying an AI agent versus hiring a human employee for the same task.
||||||- Inputs: role preset, annual salary, benefits percentage, monthly outputs, agent stack, API cost per output, review rate, setup/maintenance hours, hourly rates, projection months
||||||- Outputs: monthly human cost, monthly agent cost, 1-year savings, break-even month, month-by-month projection, verdict
||||||- Audience: AI agent builders and operators deciding between hiring and automation
||||||
|||||||## AI Agent Model Router / Fallback Cost Calculator
|||||||- URL: https://hermesdispatch.dev/tools/agent-model-router-cost-calculator/
|||||||- Description: Compare the cost and reliability of routing AI agent requests across multiple LLM providers with fallback logic, cache hits, and retry penalties.
|||||||- Inputs: routing strategy, monthly requests, input/output tokens per request, cached input ratio, fallback rate, retry rate, complex-task split percentage
|||||||- Outputs: base monthly cost, fallback premium, retry penalty, total routed cost, provider mix table, single-provider comparison, verdict
|||||||- Audience: AI agent builders designing multi-provider routing and resilience
|||||||
||||||||||## AI Agent Outage Cost Calculator
||||||||||- URL: https://hermesdispatch.dev/tools/agent-outage-cost-calculator/
||||||||||- Description: Estimate revenue loss, SLA penalties, support surge cost, churn impact, and engineering recovery cost when an AI agent goes offline.
||||||||||- Inputs: revenue model, monthly revenue / MRR, monthly agent outputs, value per output, outage duration, incident type, SLA penalty rate, churn risk, fallback labor cost, recovery hours
||||||||||- Outputs: revenue loss, SLA penalties, support surge cost, churn impact, recovery cost, total outage cost, cost per minute, verdict
||||||||||- Audience: AI agent operators planning reliability investments and incident response
||||||||||
|||||||||||## AI Agent Incident Response Cost Calculator
|||||||||||- URL: https://hermesdispatch.dev/tools/agent-incident-response-cost-calculator/
|||||||||||- Description: Estimate the monthly cost of responding to AI agent incidents: detection, triage, escalation, engineering recovery, customer communication, revenue at risk, tooling, and retainers.
|||||||||||- Inputs: monthly requests, incidents per month, average incident duration, severity, incident type, detection time, escalation rate, L1/L2/engineer/comms hourly costs, customers affected, customer touch cost, revenue at risk per minute, reputation buffer, tool stack monthly, retainer monthly, projection months
|||||||||||- Outputs: monthly response cost, monthly revenue at risk, total monthly incident cost, cost per 1M requests, per-incident breakdown, projected period cost, verdict
|||||||||||- Audience: AI agent operators building incident-response budgets and runbooks
|||||||||||- Cross-links: Agent Outage Cost Calculator, Human Escalation Cost Calculator, Red Team Cost Calculator, SLA / Uptime Calculator
|||||||||||
||||||||||||## AI Agent Support Deflection ROI Calculator
|||||||||- URL: https://hermesdispatch.dev/tools/agent-deflection-roi-calculator/
|||||||||- Description: Estimate how many support tickets an AI agent can deflect, the human support cost saved, agent operating cost, and net monthly ROI.
|||||||||- Inputs: monthly tickets, target deflection rate, minutes per human ticket, fully-loaded hourly cost, agent API cost per ticket, review rate, review minutes, platform cost, setup hours, maintenance hours
|||||||||- Outputs: deflected tickets per month, human cost saved, agent operating cost, net monthly savings, break-even month, annual savings, savings per ticket, projection table
|||||||||- Audience: AI agent builders and support operators building a business case for ticket deflection
|||||||||
||||||||||||## AI Agent Document Processing Cost Calculator
||||||||||||- URL: https://hermesdispatch.dev/tools/agent-document-processing-cost-calculator/
||||||||||||- Description: Estimate per-page and monthly cost for AI document extraction, OCR, classification, and summarization across cloud LLM APIs and local GPU stacks.
||||||||||||- Inputs: pages per month, words per page, extraction complexity, OCR percentage, classification toggle, human review rate, review minutes, review hourly cost, local GPU stack, electricity rate, projection months
||||||||||||- Outputs: cheapest cloud provider, monthly cloud cost, monthly local cost, cost per page, provider comparison table, local GPU throughput/electricity/amortized hardware, verdict
||||||||||||- Audience: AI agent builders designing document-processing, RAG, and data-extraction pipelines
||||||||||||
|||||||||||||## AI Agent Prompt Cost Forecaster
|||||||||||||- URL: https://hermesdispatch.dev/tools/agent-prompt-cost-forecaster/
|||||||||||||- Description: Forecast monthly LLM API spend from prompt length, output tokens, request volume, and cached-input percentage.
|||||||||||||- Inputs: requests per month, system prompt tokens, user prompt tokens, output tokens per request, cached input percentage, base model, projection months
|||||||||||||- Outputs: monthly cost for selected model, cost per 1k requests, full provider comparison table, projected period cost
|||||||||||||- Audience: AI agent builders budgeting API spend before launch
|||||||||||||
|||||||||||||||## AI Agent Outreach Campaign Cost Calculator
||||||||||||||||- URL: https://hermesdispatch.dev/tools/agent-outreach-cost-calculator/
||||||||||||||||- Description: Estimate per-contact and monthly cost for AI-powered email, SMS, LinkedIn, and voice outreach campaigns.
||||||||||||||||- Inputs: monthly contacts, channel mix (email/SMS/LinkedIn/voice %), list/enrichment cost per contact, platform subscription, email send cost, SMS cost, LinkedIn platform cost, voice cost per minute, average voice minutes, LLM API cost per contact, human review rate, review minutes, SDR hourly rate, positive reply rate, value per positive reply, setup/maintenance hours and rates, projection months
||||||||||||||||- Outputs: cost per contact, cost per positive reply, monthly campaign cost, monthly positive replies, monthly gross value, net monthly ROI, cost breakdown table, 12-month projection, verdict
||||||||||||||||- Audience: AI SDR teams, growth marketers, and agent builders budgeting outbound campaigns
||||||||||||||||- Cross-links: Agent Output Value Calculator, AI Voice Agent Cost Calculator, Agent vs Human Hire Calculator, API Pricing Comparator

|||||||||||||||||## AI Agent Knowledge Graph / Ontology Cost Calculator
|||||||||||||||||- URL: https://hermesdispatch.dev/tools/agent-knowledge-graph-cost-calculator/
|||||||||||||||||- Description: Estimate the cost to build, store, embed, and query a knowledge graph or ontology for AI agent memory.
|||||||||||||||||- Inputs: initial entities, relations per entity, new entities per month, extraction model, storage backend, entity embedding model, queries per month, projection months, human review rate, review hourly rate, source docs per entity, tokens per source doc
|||||||||||||||||- Outputs: total projected cost, initial build cost, monthly steady-state cost, monthly storage/query/write cost, monthly human review cost, backend comparison table, per-query cost over period, verdict
|||||||||||||||||- Audience: AI agent builders choosing between graph DBs, RDF stores, and relational+vector backends for agent memory
|||||||||||||||||- Cross-links: Agent Memory / RAG Cost Calculator, Agent API Pricing Comparator, Agent Stack Builder, Agent Task Fit Selector

|## GPU Power Supply & Cooling Sizer
||- URL: https://hermesdispatch.dev/tools/gpu-power-cooling-sizer/
||- Description: Calculate the minimum PSU wattage, required PCIe/EPS cables, heat output, and case airflow for multi-GPU AI inference or mining rigs.
||- Inputs: GPU model and count, CPU model, RAM sticks, NVMe/SATA/HDD count, motherboard estimate, 120/140 mm fans, AIO/custom pumps, case airflow class, ambient temperature, PSU headroom %, PSU efficiency target
||- Outputs: estimated DC load, wall draw, recommended PSU wattage, recommended +12V rail current, 12VHPWR/8-pin/6-pin/EPS cable counts, heat output in BTU/hr, target case airflow in CFM, verdict
||- Audience: AI hardware builders, crypto miners pivoting to inference, and DIY workstation assemblers
||- Cross-links: AI PC Build Configurator, VRAM Calculator, GPU Comparison, Rig Repurposing Guide
||
|## AI Agent Tool Call Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-tool-call-cost-calculator/
||- Description: Estimate monthly cost for AI agents that call tools: web search, databases, code interpreters, browser actions, and external APIs.
||- Inputs: monthly agent tasks, tool calls per task, cost per tool call, failure rate, retry rate, retry cost multiplier, human review rate, review hourly cost, review minutes per task, setup hours, setup hourly rate, maintenance hours per month, projection months
||- Outputs: monthly tool calls, failed calls, retry calls, monthly tool cost, failure cost, retry cost, human review cost, maintenance cost, total monthly cost, cost per task, cost per 1k tasks, setup cost, projected period cost, verdict
||- Audience: AI agent builders budgeting tool-use spend for retrieval, browser, code, and SaaS actions
||- Cross-links: Agent Workflow Cost Calculator, Agent API Pricing Comparator, Agent Output Value Calculator, Agent Model Router Cost Calculator
||
|||## AI Agent LLM Router Benchmarker
||| - URL: https://hermesdispatch.dev/tools/agent-llm-router-benchmarker/
||| - Description: Benchmark and score multi-provider LLM routing strategies for an AI agent by cost, latency, quality, and fallback reliability.
||| - Inputs: routing strategy, scoring profile, monthly requests, input/output tokens per request, cached input ratio, fallback rate, retry rate, quality target, latency target, fallback depth
||| - Outputs: weighted benchmark score, cost/latency/quality/reliability sub-scores, estimated monthly routing cost, fallback success probability, Pareto frontier status, recommended strategy, verdict
||| - Audience: AI agent builders choosing or tuning multi-provider LLM routing
||| - Cross-links: Agent Model Router / Fallback Cost Calculator, Agent Benchmark Selector, API Pricing Comparator, Agent Latency Budget Calculator

## AI Agent Multi-Modal Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-multimodal-cost-calculator/
|- Description: Estimate monthly cost for AI agents that process text, images, audio, and video across OpenAI, Anthropic, and Google multimodal APIs.
|- Inputs: requests per month, text input/output tokens per request, cached input percentage, images per request, image resolution, audio minutes per request, video seconds per request
|- Outputs: monthly cost per provider, cheapest provider, cost per 1,000 requests, media cost breakdown, verdict
|- Audience: AI agent builders budgeting vision, speech, and video agents
|- Cross-links: Agent API Pricing Comparator, AI Voice Agent Cost Calculator, Agent Document Processing Cost Calculator

## AI Agent MCP Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-mcp-cost-calculator/
|- Description: Estimate monthly cost for Model Context Protocol (MCP) servers powering AI agents: web search, file system, database, browser, code execution, Slack/GitHub, and custom integrations.
|- Inputs: MCP server preset, monthly agent tasks, MCP calls per task, cost per call, failure rate, retry rate, retry multiplier, self-hosted percentage, self-hosting monthly cost, latency per call, human review rate, review cost, setup and maintenance hours, projection months
|- Outputs: monthly MCP calls, hosted and self-hosted cost, retry cost, human review cost, maintenance cost, all-in monthly cost, cost per task, cost per 1k tasks, latency overhead per task, projected period cost, verdict
|- Audience: AI agent builders budgeting MCP server integrations for retrieval, browser, code, and SaaS actions
|- Cross-links: Agent Tool Call Cost Calculator, Agent Workflow Cost Calculator, Agent API Pricing Comparator, Agent Output Value Calculator

## AI Hardware Resale Value Estimator
- URL: https://hermesdispatch.dev/tools/hardware-resale-estimator/
- Description: Estimate current resale value, net proceeds after fees/shipping, and recovery percentage for GPUs, mini PCs, CPUs, RAM, and storage used in AI builds.
- Inputs: item, condition, original purchase price, age (months), seller fee percentage, shipping cost, target recovery percentage
- Outputs: estimated resale value, net proceeds, loss vs purchase, recovery percentage, target list price, 6/12/18/24/36-month depreciation table
- Audience: AI hardware owners selling or downsizing GPUs, mini PCs, and AI build parts
- Cross-links: AI Hardware Deal Tracker, Miner Pivot Calculator, AI PC Build Configurator

## Open Source LLM Selector for Agents
||- URL: https://hermesdispatch.dev/tools/open-source-llm-selector/
||- Description: Pick the best open-weight LLM for an AI agent use case by comparing Llama, Qwen, Mistral, DeepSeek, Gemma, Phi, and others.
||- Inputs: primary use case, max available VRAM (GB), minimum context length (k tokens), deployment preference (local/API/either), native vision required
||- Outputs: ranked model recommendations, use-case fit score, VRAM fit badge, context and parameter comparison, Ollama and Hugging Face links
||- Audience: AI agent builders choosing an open-source model for local or API deployment
||- Cross-links: VRAM Calculator, Local LLM Inference Engine Selector, Agent API Pricing Comparator, Agent Benchmark Selector
|
## AI Agent Data Labeling Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-data-labeling-cost-calculator/
|- Description: Estimate the cost, timeline, and review overhead for AI agent training data: image classification, NER, RLHF rankings, and synthetic labels with human validation.
|- Inputs: items to label, labels per item, task complexity, workforce/vendor, per-label cost, labels per hour, review rate, platform tooling monthly, overlap votes, setup hours/rate, project months, synthetic label percentage, synthetic input/output tokens, LLM cost per 1M tokens
|- Outputs: total labels, cost per label, total project cost, estimated timeline, human label cost, synthetic label cost, review cost, platform cost, setup cost, reviewed items, verdict
|- Audience: AI agent builders and ML engineers budgeting training data for fine-tuning and evaluation
|- Cross-links: LLM Fine-Tuning Cost Calculator, Agent Output Value Calculator, Agent vs Human Hire Calculator, Agent Benchmark Selector
|
## AI Agent Observability Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-observability-cost-calculator/
||- Description: Estimate monthly spend for LLM observability, error tracking, infrastructure APM, and uptime monitoring across Langfuse, Sentry, Datadog, New Relic, Grafana Cloud, Honeycomb, and Axiom.
||- Inputs: agent requests per month, traces or observations per request, sampling percentage, average trace size (KB), error events per month, uptime/synthetic checks per month, team seats, projection months
||- Outputs: monthly cost per provider, cheapest provider, cost per 1M requests, projected period cost, provider comparison table, verdict
||- Audience: AI agent builders choosing observability and monitoring stacks
||- Cross-links: Workflow Cost Calc, API Pricing Comparator, Tool Call Cost Calc, Startup Cost Calc

## Newsletter Sponsorship ROI Calculator
- URL: https://hermesdispatch.dev/tools/newsletter-sponsorship-roi/
- Description: Estimate newsletter sponsorship ROI for publishers and advertisers, including CPM, CPC, cost per conversion, publisher revenue, advertiser gross profit, and a suggested rate card.
- Inputs: current subscribers, open rate, click rate, issues per month, sponsor slots per issue, package price, sponsor AOV, sponsor conversion rate, sponsor gross margin, target advertiser ROI, CPM benchmark, projection months
- Outputs: effective CPM, clicks per issue, cost per click, cost per conversion, publisher revenue per issue/month, sponsor conversions, sponsor monthly profit, advertiser ROI, suggested package price, price vs benchmark verdict
- Audience: newsletter publishers pricing sponsorships and advertisers evaluating newsletter ad placements
- Cross-links: Newsletter Revenue Calculator, Affiliate Revenue Estimator, Newsletter Topic Finder, Advertise page

## AI Agent Inference Capacity Planner
|||- URL: https://hermesdispatch.dev/tools/agent-inference-capacity-planner/
|||- Description: Size GPU or API capacity for an AI agent workload by requests per minute, tokens per request, target latency, and concurrency buffer.
|||- Inputs: requests per minute, input tokens per request, output tokens per request, target p95 latency (ms), concurrency buffer, GPU utilization target, cache hit rate, cloud provider, GPU model, local GPUs owned
|||- Outputs: minimum GPUs needed, estimated time per request, monthly cloud rental cost, self-hosted cost, managed API costs (OpenAI, Anthropic, Together), cheapest option, latency verdict
|||- Audience: AI agent builders sizing inference infrastructure for production workloads
|||- Cross-links: GPU Cloud vs Buy Calculator, Agent Hosting Cost Comparator, Agent API Pricing Comparator, Agent Latency Budget Calculator, VRAM Calculator
||
## AI Agent Rate Limit & Quota Planner
||- URL: https://hermesdispatch.dev/tools/agent-rate-limit-planner/
||- Description: Estimate required RPM and TPM for an AI agent workload, compare provider rate limits and burst headroom, and identify quota walls before launch.
||- Inputs: monthly requests, peak-hours share of daily traffic (%), input tokens per request, output tokens per request, cached input (%), LLM provider, provider tier, burst headroom (%), batch/offline share (%), projection months
||- Outputs: required peak RPM, required peak TPM, provider limit with headroom, RPM/TPM utilization, monthly API cost, peak-to-average ratio, provider comparison table, verdict
||- Audience: AI agent builders planning production scaling and negotiating provider limits
||- Cross-links: Agent Concurrency & Queue Cost Calculator, Agent API Pricing Comparator, Agent Model Router Cost Calculator, Agent Inference Capacity Planner
||
## AI Agent Per-User Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-per-user-cost-calculator/
|||- Description: Estimate monthly AI agent cost per active user across LLM tokens, vector memory, tool calls, human review, and hosting. Compare cost of revenue, gross margin, and required seat price.
|||- Inputs: monthly active users, sessions per user, requests per session, input/output tokens per request, cached input percentage, LLM provider, storage per user, embedding tokens per user, embedding model, vector store, tool preset, human review rate/cost, setup and maintenance hours, price per user, projection months
|||- Outputs: cost per user per month, cost per session, gross margin, total monthly cost, LLM/memory/tool/review/maintenance breakdown, required price for 70% margin
|||- Audience: AI agent builders pricing subscription seats and evaluating unit economics
|||- Cross-links: Agent API Pricing Comparator, Agent Memory / RAG Cost Calculator, Tool Call Cost Calculator, Startup Runway Calculator
||
## AI Agent Prompt Testing Budget Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-prompt-testing-budget/
|||- Description: Estimate monthly cost for AI agent prompt testing across model providers, few-shot variants, and evaluators. Plan regression suites, A/B experiments, and safety red-team batches.
|||- Inputs: provider, prompt variants, runs per variant, input/output tokens per run, cached input percentage, evaluator type, reviewer hourly cost, review minutes per run, setup hours, setup hourly rate, projection months
|||- Outputs: total test runs, monthly inference cost, monthly evaluator cost, total monthly test budget, cost per run, cost per 1k runs, projected period cost, inference/eval/review split
|||- Audience: AI agent builders budgeting prompt evaluation, regression testing, and safety checks
|||- Cross-links: Agent API Pricing Comparator, Red Team Cost Calculator, Prompt Reliability Checker, Evaluation Planner
|||
## AI Agent Browser / Web Scraping Cost Calculator
|- URL: https://hermesdispatch.dev/tools/agent-browser-scraping-cost-calculator/
|- Description: Estimate monthly cost for AI agents that browse, scrape, and extract structured data from the web. Compare Browserbase, Steel.dev, ScrapeGraphAI Cloud, Firecrawl, ScrapingBee, Zyte API, Bright Data, and self-hosted Playwright.
|- Inputs: pages per month, average steps per page, LLM extractor, extraction input/output tokens per page, base success rate, proxy/CAPTCHA percentage and cost per page, human review rate/minutes/hourly cost, self-hosted toggle and monthly infra cost, projection months
|- Outputs: cheapest provider, monthly cost per provider (scrape + extraction + proxy + review + hosting), cost per 1k pages, projected period cost, verdict
|- Audience: AI agent builders budgeting web browsing, data extraction, and research agents
|- Cross-links: Agent Tool Call Cost Calculator, Workflow Cost Calculator, API Pricing Comparator, Agent Output Value Calculator

## AI Agent Batch vs Real-Time Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-batch-vs-realtime-cost-calculator/
||- Description: Compare batch API discounts against real-time API and local GPU costs for AI agent workloads. Find the cheapest architecture for evals, backfills, and hybrid traffic.
||- Inputs: monthly requests, input/output tokens per request, batch share (0–1), provider, local GPU model/count, value per output, electricity rate, amortization months, utilization, self-hosted ops hourly rate
||- Outputs: cheapest option, batch vs real-time cost split, total provider cost, total local cost, cost per 1k requests, monthly gross/net value, ROI estimate, verdict
||- Audience: AI agent builders choosing between batch APIs, real-time APIs, and self-hosted GPUs
||- Cross-links: Agent API Pricing Comparator, Inference Capacity Planner, GPU Cloud vs Buy Calculator, Local LLM ROI Calculator, Agent Output Value Calculator

## AI Agent Batch Job / Offline Workload Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-batch-job-cost-calculator/
|||- Description: Compare managed batch APIs, real-time APIs, and local GPU routes for offline AI agent workloads like nightly reports, vector backfills, synthetic eval runs, and invoice processing.
|||- Inputs: monthly jobs, tasks per job, input/output tokens per task, cached input percentage, batch fraction, API provider, local GPU route, electricity rate, GPU utilization, hardware amortization months, value per output, setup/maintenance hours and rates, projection months.
|||- Outputs: cheapest route, monthly real-time/batch/local cost, time to complete, projected period cost, provider comparison table, local GPU comparison table, verdict.
|||- Audience: AI agent builders budgeting offline, asynchronous, or batched agent workloads.
|||- Cross-links: Agent Batch vs Real-Time Cost Calculator, Agent API Pricing Comparator, Agent Inference Capacity Planner, Local LLM ROI Calculator.
||- URL: https://hermesdispatch.dev/tools/agent-code-review-cost-calculator/
||- Description: Estimate monthly cost of an AI agent for code reviews across LLM APIs, agentic platforms, and human reviewer fallback.
||- Inputs: LLM provider, review platform, monthly PRs, files/lines/tokens per PR, output tokens per PR, cached input percentage, human review rate, review minutes, reviewer hourly cost, projection months.
||- Outputs: input tokens per PR, monthly LLM cost, monthly platform cost, total monthly cost, cost per PR, cost per 1k PRs, human review hours/cost, projected period cost, provider comparison table, verdict.
||- Audience: AI agent builders and engineering teams budgeting automated code-review agents.
||- Cross-links: Agent API Pricing Comparator, Agent vs Human Hire Calculator, Agent Output Value Calculator, Agent Prompt Testing Budget Calculator.

## AI Agent Synthetic Data Generator Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-synthetic-data-cost-calculator/
||- Description: Estimate the cost to generate synthetic training and evaluation data for AI agents with LLMs, managed platforms, storage, filtering, and human validation.
||- Inputs: target usable records, generation approach, input/output tokens per record, LLM costs, platform cost per 1K records, local GPU hourly cost, success/pass rate, filter rate, validation tier, review rate, storage backend, record size, retention months, setup/maintenance hours and rates, projection months.
||- Outputs: records to generate, generation cost, filtering waste cost, validation cost, storage cost, setup + maintenance labor, total period cost, cost per usable record, cost per 1K records, validation hours, approach comparison table, verdict.
||- Audience: AI agent builders budgeting synthetic training/eval data for fine-tuning, RLHF, and agent trajectory generation.
||- Cross-links: Agent Data Labeling Cost Calculator, LLM Fine-Tuning Cost Calculator, Agent Output Value Calculator, Agent API Pricing Comparator.

## AI Agent Shadow / A-B Test Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-shadow-ab-test-cost-calculator/
||- Description: Estimate the cost to run an AI agent in shadow mode or A/B test against an existing system, including duplicated inference, human review, decision logging, and outcome tracking.
||- Inputs: test type (shadow/A/B), production requests per month, test traffic percentage, agent tasks per request, input/output tokens per task, LLM provider, cached input percentage, decision log size (KB), storage backend, retention months, human review rate, review minutes, reviewer hourly cost, outcome tracking toggle, outcome cost per event, evaluation runs per month, eval input/output tokens, setup hours/rate, maintenance hours/rate, projection months.
||- Outputs: monthly test requests, monthly inference cost, logging/storage cost, outcome tracking cost, human review cost, evaluation cost, total monthly cost, total period cost, cost per 1K production requests, cost per decision reviewed, provider comparison table, verdict.
||- Audience: AI agent builders and operators running safe experiments before promoting a new agent to production.
||- Cross-links: Agent Prompt Testing Budget Calculator, Agent API Pricing Comparator, Agent Output Value Calculator, Agent Evaluation Planner.

## AI Agent Retention & Churn Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-retention-churn-cost-calculator/
||- Description: Estimate how much customer churn, support surge, and reactivation spend cost when an AI agent delivers bad experiences.
||- Inputs: MAU, agent sessions per user per month, agent failure/unsatisfactory rate (%), churn likelihood after a failure (%), baseline monthly churn (%), MRR per user ($), gross margin (%), LTV per user ($), support tickets per failure (%), support cost per ticket ($), reactivation rate (%), reactivation cost per user ($), goodwill/refund cost per failure ($), setup hours/rate, maintenance hours/rate, projection months.
||- Outputs: monthly agent-attributed churn cost, churned users per month, cost per failed session, projected period cost, lost MRR, lost gross margin, lost LTV, support surge cost, reactivation spend, goodwill spend, failure-rate sensitivity table, verdict.
||- Audience: AI agent builders and operators quantifying the business cost of agent failures and building the case for reliability investments.
||- Cross-links: Agent Outage Cost Calculator, Human Escalation Cost Calculator, Per-User Cost Calculator, Support Deflection ROI Calculator.

## AI Agent Email Deliverability Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-email-deliverability-cost-calculator/
|||- Description: Estimate monthly ESP, list hygiene, warmup, DMARC monitoring, dedicated IP, and human review costs for AI-agent-driven email.
|||- Inputs: monthly emails sent, list size, emails per subscriber per month, bounce rate (%), spam complaint rate (%), open rate (%), click rate (%), email provider, list hygiene provider, warmup tool, DMARC monitoring tool, dedicated IP toggle, sending domain count, human review hours/month, review hourly rate, projection months.
|||- Outputs: total monthly deliverability cost, cost per 1,000 emails, estimated inbox placement (%), projected period cost, cost breakdown, provider comparison table, verdict.
|||- Audience: newsletter publishers, AI SDR teams, and AI agent builders sending high-volume email.
|||- Cross-links: Newsletter Revenue Calculator, Outreach Campaign Cost Calculator, Sponsorship ROI Calculator, Newsletter Production Cost Calculator.

## AI Agent Cost Per Failure / Resolution Cost Calculator
||||- URL: https://hermesdispatch.dev/tools/agent-cost-per-failure-calculator/
||||- Description: Estimate the all-in cost of each failed or escalated AI agent task, including retries, human review, incident response, reputation impact, churn, and lost opportunity.
||||- Inputs: monthly tasks, failure rate (%), input/output tokens per task, cached input percentage, LLM provider, failure severity, resolution channel, human review minutes, reviewer hourly rate, incident response hourly rate, MRR per customer, customers at risk (%), LTV per customer, opportunity cost per failure, projection months.
||||- Outputs: cost per failed task, cost per resolved failure, monthly failure cost, projected period cost, cost breakdown, provider comparison table, verdict.
||||- Audience: AI agent operators and product teams justifying reliability, guardrail, and human-in-the-loop investments.
||||- Cross-links: Human Escalation Cost Calculator, Retention & Churn Cost Calculator, Output Value Calculator, Red Team Cost Calculator.

## AI Agent E-commerce / Shopping Cost Calculator
|||||- URL: https://hermesdispatch.dev/tools/agent-ecommerce-cost-calculator/
|||||- Description: Estimate monthly cost for AI shopping and e-commerce agents, including product search, recommendations, cart/checkout, fraud checks, returns support, live chat, human review, and setup/maintenance labor.
|||||- Inputs: monthly sessions, messages per session, searches/recommendations/cart attempts/transactions per session, return rate (%), input/output tokens per message, cached input (%), LLM provider, search backend, recommendation engine, cart/checkout integration, fraud/payment tool, returns support provider, live chat platform, human review rate/minutes/hourly cost, setup/maintenance hours and rates, projection months.
|||||- Outputs: cost per session, monthly LLM cost, total monthly cost, projected period cost, cost breakdown by component, LLM provider comparison table, verdict.
|||||- Audience: e-commerce operators and AI agent builders budgeting shopping assistants, concierge bots, and marketplace agents.
|||||- Cross-links: Agent vs Human Hire Calculator, Agent API Pricing Comparator, Agent Memory / RAG Cost Calculator, Agent Output Value Calculator.

## Crypto Staking vs AI Inference Yield Calculator
||- URL: https://hermesdispatch.dev/tools/crypto-staking-vs-inference-yield/
||- Description: Compare passive crypto staking APY against active GPU AI inference rental yield for the same capital.
||- Inputs: capital, staking asset, custom APY, tax rate, GPU model/count, hourly rental rate, hours online per day, utilization %, electricity rate, rental marketplace, maintenance per month, hardware depreciation months, resale value %, projection months.
||- Outputs: staking net annual yield, inference net annual yield, monthly winner margin, break-even utilization, side-by-side comparison, GPU inference cost breakdown, verdict.
||- Audience: crypto holders, miners pivoting to AI, and AI hardware owners comparing passive vs active yield.
||- Cross-links: Miner Pivot Calculator, Local LLM Hosting Revenue Estimator, GPU Cloud vs Buy Calculator, Hashrate → Inference Converter.

## AI Agent Prompt Compression / Token Optimization Cost Calculator
||||- URL: https://hermesdispatch.dev/tools/prompt-compression-cost-calculator/
||||- Description: Estimate how much LLM API spend you can save by compressing prompts with summarization, RAG retrieval, caching, truncation, or prompt rewriting.
||||- Inputs: LLM provider, compression strategy, monthly requests, input/output tokens per request, cached input %, compression ratio, human review rate/cost/minutes, setup hours/rate, projection months.
||||- Outputs: uncompressed monthly cost, compressed monthly cost, monthly savings, savings percentage, compressor cost, review cost, infra cost, setup cost, period net savings, break-even months, cost breakdown table, verdict.
||||- Audience: AI agent builders and operators looking to cut LLM API spend by reducing input tokens.
||||- Cross-links: Prompt Cache Savings Calculator, Context Window Budgeter, API Pricing Comparator, Workflow Cost Calculator.

## AI Agent Reasoning / Chain-of-Thought Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-reasoning-cost-calculator/
||- Description: Estimate the hidden cost of reasoning models and chain-of-thought tokens for AI agents. Compare OpenAI o1/o3-mini, DeepSeek-R1, Gemini 2.5 Flash Thinking, and Claude 3.7 Sonnet Extended Thinking.
||- Inputs: monthly requests, input tokens per request, final output tokens per request, reasoning multiplier or explicit reasoning tokens per request, cached input %, primary provider, projection months.
||- Outputs: monthly reasoning cost, total monthly cost, premium versus a standard LLM, projected period cost, provider comparison table, cheapest reasoning provider, verdict.
||- Audience: AI agent builders choosing between reasoning models and standard LLMs for coding, math, planning, research, and support tasks.
||- Cross-links: Agent API Pricing Comparator, Context Window Budgeter, Prompt Cache Savings Calculator, Workflow Cost Calculator, Agent Output Value Calculator.

## AI Agent Video Generation Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-video-generation-cost-calculator/
||- Description: Estimate monthly cost for AI agents that generate, edit, and deliver video across Runway, Pika, Kling, Luma, Haiper, OpenAI Sora, HeyGen, and local GPU stacks.
||- Inputs: videos per month, average seconds per video, resolution, generation type, complexity tier, edits per video, 4K upscale percentage, LLM scripting provider and tokens per request, scripting requests per video, human review rate/minutes/hourly cost, maintenance hours per month, projection months.
||- Outputs: cheapest provider, monthly video generation cost, monthly scripting cost, total monthly cost, cost per video, cost per 1,000 videos, projected period cost, provider comparison table, verdict.
||- Audience: AI agent builders and marketers budgeting generative video pipelines, avatar explainers, and social short-form factories.
||- Cross-links: AI Agent Multi-Modal Cost Calculator, AI Voice Agent Cost Calculator, Multi-Step Workflow Cost Calculator.

## AI Agent Image Generation Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-image-generation-cost-calculator/
|||- Description: Estimate monthly cost for AI agents that generate, edit, and deliver images across DALL·E 3, Midjourney, Stable Diffusion API, Leonardo.Ai, Ideogram, Recraft, Adobe Firefly, and self-hosted FLUX.1 / SDXL stacks.
|||- Inputs: final images per month, images per API batch, image size, generation mode, complexity tier, batches per final image, upscale percentage, LLM prompt provider and tokens per request, prompt requests per image, human review rate/minutes/hourly cost, maintenance hours per month, projection months.
|||- Outputs: cheapest provider, monthly image generation cost, monthly prompt cost, total monthly cost, cost per final image, cost per 1,000 final images, projected period cost, provider comparison table, verdict.
|||- Audience: AI agent builders, marketers, and e-commerce operators budgeting generative image pipelines, product-shot workflows, and creative-variant factories.
|||- Cross-links: AI Agent Multi-Modal Cost Calculator, AI Agent Video Generation Cost Calculator, Multi-Step Workflow Cost Calculator.

## AI Agent Data Integration / ETL Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-data-integration-cost-calculator/
|||- Description: Estimate monthly cost for AI agents that extract, transform, load, and sync data across sources: extractors, loaders, orchestrators, warehouses, API connectors, and LLM enrichment.
|||- Inputs: monthly jobs, sources/transforms/destinations per job, LLM calls per job, input/output tokens per call, cached input percentage, LLM provider, extractor, loader, orchestrator, warehouse, API connector, data volume GB, human review rate/minutes/hourly cost, setup/maintenance hours and rates, projection months.
|||- Outputs: cost per job, monthly LLM cost, total monthly cost, projected period cost, cost breakdown by component, LLM provider comparison table, verdict.
|||- Audience: AI agent builders and data engineers budgeting ETL, pipeline, and data-sync agent workloads.
|||- Cross-links: AI Agent Workflow Cost Calculator, AI Agent Memory / RAG Cost Calculator, AI Agent API Pricing Comparator.

## AI Agent API Commitment / Prepaid Credit ROI Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-api-commitment-roi/
|||- Description: Compare on-demand LLM API pricing versus prepaid commitments and volume credits. Estimate break-even utilization, commitment waste, effective rate, and ROI.
|||- Inputs: monthly requests, input/output tokens per request, cached input percentage, expected commitment utilization percentage, projection months.
|||- Outputs: on-demand monthly cost, best commitment monthly cost, monthly savings vs on-demand, projected ROI over term, provider comparison table with waste and break-even utilization per provider, verdict.
|||- Audience: AI agent builders and operators negotiating enterprise or committed-use API contracts.
|||- Cross-links: Agent API Pricing Comparator, Prompt Cache Savings Calculator, Model Router Cost Calculator, Agent Output Value Calculator.

## AI Agent Model Router / Fallback Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-model-router-cost-calculator/
|||- Description: Compare the cost and reliability of routing AI agent requests across multiple LLM providers with fallback logic, cache hits, and retry penalties.
|||- Inputs: routing strategy (cheapest-first, quality-first, balanced, reliability-first, cache-optimized), monthly requests, input/output tokens per request, cached input ratio (%), fallback rate (%), retry rate (%), complex-task split to premium model (%).
|||- Outputs: base monthly cost, fallback premium, retry penalty, total routed cost, provider mix table, single-provider comparison table, verdict.
|||- Audience: AI agent builders deciding whether to route across multiple LLM providers or rely on a single provider.
|||- Cross-links: AI Agent API Pricing Comparator, AI Agent Latency Budget Calculator, AI Agent SLA / Uptime Calculator, Prompt Cache Savings Calculator.

## AI Agent Deployment Readiness Scorecard
||||- URL: https://hermesdispatch.dev/tools/agent-deployment-scorecard/
|- Description: Score an AI agent's production readiness across architecture, model, privacy, security, reliability, observability, cost, and go-live plan.
|- Inputs: checklist items across 8 readiness dimensions, scenario preset (MVP prototype, internal tool, customer-facing agent, regulated industry).
|- Outputs: readiness score (0-100), maturity label, open P0 count, per-dimension progress, launch verdict.
|- Audience: AI agent builders, product teams, and operators preparing an agent for production launch.
|- Cross-links: AI Agent Compliance Checker, Red Team Cost Calculator, Observability Cost Calculator, Outage Cost Calculator.

## AI Agent Rollout / Canary Cost Calculator
||||- URL: https://hermesdispatch.dev/tools/agent-rollout-cost-calculator/
||||- Description: Estimate the cost of rolling out or canary-testing an AI agent: duplicated inference, traffic split, human review, monitoring, incident response, and setup.
|||||- Inputs: monthly requests, input/output tokens per request, cached input percentage, LLM provider, rollout type (shadow / canary / A/B / full), traffic percentage to agent, incident rate percentage, human review rate percentage, review minutes per case, reviewer hourly rate, incident response hours per month, incident response hourly rate, observability tool, setup hours, setup hourly rate, projection months.
|||||- Outputs: inference cost per month, human review cost per month, monitoring and incident response cost per month, total first-month rollout cost, provider comparison table, period cost, verdict.
|||||- Audience: AI agent builders and operators planning a safe, costed launch from shadow mode to full production.
|||||- Cross-links: Agent Shadow / A-B Test Cost Calculator, Agent Deployment Readiness Scorecard, Agent API Pricing Comparator, Agent Red Team Cost Calculator.

## AI Agent Hallucination Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-hallucination-cost-calculator/
||- Description: Estimate the monthly cost of AI agent hallucinations and bad answers: rework, support, refunds, churn, compliance exposure, and detection overhead.
||- Inputs: monthly requests, input/output tokens per request, cached input percentage, LLM provider, hallucination / bad-answer rate (%), severity split (minor / moderate / severe), detection method (user reports / automated eval / human audit / hybrid), support hourly rate, rework hourly rate, human review rate, review minutes, reviewer hourly rate, projection months.
||- Outputs: bad answers per month, base inference cost per month, remediation cost breakdown (rework, support, refunds, churn, compliance), detection overhead, human review cost, total hallucination cost per month, projected period cost, provider comparison table, verdict.
||- Audience: AI agent builders and operators quantifying the cost of wrong answers and choosing detection/prevention investments.
||- Cross-links: Cost Per Failure Calculator, Red Team Cost Calculator, Observability Cost Calculator, Memory / RAG Cost Calculator.

## AI Agent Multi-Tenant SaaS Cost Calculator
||- URL: https://hermesdispatch.dev/tools/agent-multi-tenant-cost-calculator/
||- Description: Estimate per-tenant and total monthly cost for a multi-tenant AI agent SaaS across LLM tokens, vector memory, storage, compute, auth, observability, support, and shared infrastructure.
||- Inputs: total tenants, active tenant percentage, requests per active tenant per day, input/output tokens per request, cached input percentage, LLM provider, vectors per tenant, vector DB, vector updates/queries per tenant per month, storage per tenant, object store, storage reads/writes per tenant per month, compute/containers monthly cost, auth provider, observability tool, support hours per 100 active tenants, support hourly rate, shared infrastructure monthly cost, price per tenant per month, projection months.
||- Outputs: active tenants, monthly requests, cost per tenant per month, total monthly cost, monthly revenue, gross margin, tenant break-even, period cost, cost breakdown, verdict.
||- Audience: AI agent SaaS founders and operators setting B2B pricing and budgeting multi-tenant infrastructure.
||- Cross-links: Per-User Cost Calculator, API Pricing Comparator, Hosting Cost Comparator, Memory / RAG Cost Calculator, Observability Cost Calculator.
||
## AI Agent Hosting Region / Latency Cost Comparator
|||- URL: https://hermesdispatch.dev/tools/agent-hosting-region-cost-comparator/
|||- Description: Compare cloud GPU and inference API costs across AWS, GCP, Azure, CoreWeave, Lambda, Vast.ai, RunPod, and bare-metal regions. Factor in egress, latency, carbon, and spot/reserved pricing.
|||- Inputs: workload type (managed LLM API, cloud GPU rental, bare-metal colocation), user region, commitment/pricing model (on-demand, reserved, spot), monthly requests or GPU hours or servers, input/output tokens or GPU model or power/bandwidth, egress GB/month, optional carbon price per tonne, projection months.
|||- Outputs: cheapest region, lowest monthly cost, best latency region, greenest region, provider/region comparison table with compute, egress, carbon cost, total monthly, score, and status, projected period cost.
|||- Audience: AI agent builders choosing a hosting region by cost, latency, and carbon footprint.
|||- Cross-links: Agent Hosting Cost Comparator, GPU Cloud vs Buy Calculator, Inference Capacity Planner, Latency Budget Calculator.
|||
## AI Agent System Prompt Generator
|- URL: https://hermesdispatch.dev/tools/agent-system-prompt-generator/
|- Description: Generate a production-ready system prompt for an AI agent based on role, tools, output format, guardrails, and tone.
|- Inputs: role (support, SDR, coder, researcher, writer, data extraction, scheduler, custom), tone (professional, friendly, direct, technical, teacher, brand voice), output format (plain text, JSON, markdown, bullets, table, numbered steps), allowed tools, guardrails, optional custom goal.
|- Outputs: a complete system prompt with role, goal, tools, output format, guardrails, workflow, tone, examples, and escalation rules.
|- Audience: AI agent builders and prompt engineers creating consistent, deployable system prompts.
|- Cross-links: Agent Benchmark Selector, Agent Stack Builder, LLM Cost Calculator, Prompt Testing Budget Calculator.

## AI Agent PII Detection & Data Classification Cost Calculator
||||– URL: https://hermesdispatch.dev/tools/agent-pii-detection-cost-calculator/
||||– Description: Estimate monthly cost to detect, classify, review, and store PII, PHI, financial, and custom sensitive data across AI agent inputs, outputs, and documents. Compare managed SaaS, cloud APIs, and open-source self-hosted routes.
||||– Inputs: detection provider (AWS Macie, Google Cloud DLP, Azure AI Language PII, Presidio self-hosted, Nightfall, OneTrust, Private AI, Amazon Comprehend PII, LLM classifier), classification depth (PII only, PII + PHI, PII + PHI + financial, custom/multilingual), items to scan per month, average characters per item, false-positive review rate (%), review hourly cost ($), minutes to review one flag, storage (GB), storage cost ($/GB/month), setup hours, setup hourly rate ($), maintenance hours per month, projection months.
||||– Outputs: items scanned per month, monthly detection cost, all-in monthly cost, cost per 1K items, estimated flags per month, review hours and cost, storage cost, setup cost, projected period cost, provider comparison table, verdict.
||||– Audience: AI agent builders and operators choosing a PII/PHI detection and data-classification stack while budgeting review and storage overhead.
||||– Cross-links: AI Agent Privacy / Compliance Checker, AI Agent Security Audit Cost Calculator, AI Agent Data Integration / ETL Cost Calculator, AI Agent Output Value Calculator.

## AI Agent Cost Allocation & Chargeback Calculator
|||||– URL: https://hermesdispatch.dev/tools/agent-cost-allocation-calculator/
|||||– Description: Allocate AI agent spend across teams, products, or tenants by usage, headcount, value, or equal split. Model chargeback, showback, and overhead recovery.
|||||– Inputs: total monthly AI agent cost ($), allocation method (equal split, usage-based, value-based, headcount-based), number of teams/tenants, dimension weights for LLM API, vector/memory, tool calls, human review, hosting/compute, and shared infrastructure, shared overhead recovery percentage, showback margin percentage, projection months.
|||||– Outputs: total monthly cost, cost per team/tenant, cost with overhead and margin, projected period cost, per-team allocation table, cost-dimension breakdown, verdict.
|||||– Audience: AI agent platform teams, FinOps, and SaaS operators building chargeback or showback models for shared AI infrastructure.
|||||– Cross-links: AI Agent Per-User Cost Calculator, AI Agent Multi-Tenant SaaS Cost Calculator, AI Agent Observability Cost Calculator, Startup Runway Calculator.

## AI Agent Customer Acquisition Cost (CAC) Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-cac-calculator/
|||- Description: Estimate blended CAC, paid CAC, LTV:CAC ratio, and payback period for AI agent products across ads, content/SEO, outbound, partnerships, and product-led growth.
|||- Inputs: monthly spend by channel (paid ads, content/SEO, outbound/SDR, partnerships/affiliates, product-led growth, other), new paying customers per month, free-to-paid conversion rate, ARPU, gross margin percentage, trial/free signups per month, projection months.
|||- Outputs: blended CAC, paid CAC, LTV:CAC ratio, CAC payback period, channel spend breakdown with implied CAC, projected period spend, verdict.
|||- Audience: AI agent founders, growth operators, and investors evaluating unit economics.
|||- Cross-links: Affiliate Revenue Estimator, AI Agent Per-User Cost Calculator, Startup Runway Calculator, Agent Output Value Calculator.

## AI Agent API Cost Spike / Overrun Forecaster
|||||- URL: https://hermesdispatch.dev/tools/agent-api-cost-spike-forecaster/
|||||- Description: Forecast how traffic spikes, retries, provider fallbacks, shadow traffic, and on-call response inflate your AI agent's monthly LLM API bill beyond the baseline.
|||||- Inputs: baseline requests/month, input/output tokens per request, cached input percentage, base model, spike profile (normal, launch week, viral event, provider outage), spike multiplier, spike days/month, normal/spike failure rates, retry multiplier, fallback percentage, fallback premium percentage, shadow traffic percentage, anomaly tooling monthly cost, on-call hours per event, on-call hourly rate, projection months.
|||||- Outputs: baseline monthly cost, forecast monthly cost, overrun percentage vs baseline, recommended reserve, cost component breakdown, model/provider comparison table, projected period cost, worst-case month estimate, verdict.
|||||- Audience: AI agent operators and founders budgeting API spend under uncertain or bursty traffic.
|||||- Cross-links: Agent API Pricing Comparator, Prompt Cost Forecaster, Rate Limit & Quota Planner, Model Router / Fallback Cost Calculator.

## AI Agent Gross Margin & Unit Economics Calculator
||- URL: https://hermesdispatch.dev/tools/agent-gross-margin-calculator/
||- Description: Estimate gross margin and unit economics for an AI agent SaaS by subtracting direct per-user costs from ARPU.
||- Inputs: ARPU, active users, LLM/API cost per user, hosting/compute cost per user, vector/storage cost per user, support cost per user, payment processing percentage and fixed fee, other COGS per user, target gross margin percentage.
||- Outputs: gross margin percentage, margin per user, monthly gross profit, pricing headroom, per-user cost breakdown, verdict.
||- Audience: AI agent SaaS founders, operators, and investors setting pricing and evaluating unit economics.
||- Cross-links: CAC Calculator, Per-User Cost Calculator, Startup Runway Calculator, Agent Output Value Calculator.

## AI Agent Bug Bounty Cost Calculator
||||- URL: https://hermesdispatch.dev/tools/agent-bug-bounty-cost-calculator/
|||- Description: Estimate the monthly cost to run a bug bounty or vulnerability disclosure program for an AI agent: payouts, triage, fixes, legal/compliance, tooling, retainer, and reserve.
|||- Inputs: program type (public, private, VDP, hybrid), platform/management, monthly submissions, valid bug rate, average bounty payout, triage/fix hours, engineering rate, legal hours/rate, tooling cost, retainer, projection months, reserve months.
|||- Outputs: valid bugs per month, bounty cost, platform fees, triage cost, fix cost, legal cost, total monthly program cost, cost per valid bug, recommended reserve, period projection, platform comparison table, verdict.
|||- Audience: AI agent builders, security teams, and founders budgeting a bounty program or VDP for prompt injection, data exfiltration, tool hijacking, and PII leak risks.
|||- Cross-links: Prompt Injection Scanner, Security Audit Cost Calculator, Red Team Cost Calculator, AI Agent Compliance Checker.

## AI Agent Data Retention / Audit Log Cost Calculator
|||- URL: https://hermesdispatch.dev/tools/agent-data-retention-cost-calculator/
|||- Description: Estimate monthly cost to store, archive, query, and export AI agent audit logs, conversation history, PII/PHI logs, and compliance telemetry for retention rules like GDPR, SOC 2, HIPAA, and CCPA.
|||- Inputs: monthly requests, events per request, event size (KB), conversation retention rate, conversation size (KB), hot/warm/archive months, queries per month, exports per month, export size (GB), PII/PHI rate, PII scan cost per 1K items, backup retention months, hot/warm/archive storage cost per GB/month, hot/warm/archive query cost, hot/warm/archive ingest cost per GB, object storage backup cost per GB/month, export egress cost per GB, compliance engineering hours per month, engineering hourly rate, projection months.
|||- Outputs: monthly log volume, stored log volume, monthly conversation volume, stored conversation volume, hot/warm/archive storage cost, ingest cost, query cost, export cost, backup cost, PII scanning cost, compliance engineering cost, total monthly cost, projected period cost, verdict.
|||- Audience: AI agent builders, operators, security, and compliance teams budgeting audit-log storage, retention, and retrieval.
|||- Cross-links: AI Agent Privacy / Compliance Checker, AI Agent PII Detection & Data Classification Cost Calculator, AI Agent Memory / RAG Cost Calculator, AI Agent Observability Cost Calculator.

## Hub Pages