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Plan AI cost before you ship.
Practical calculators plus operating playbooks and templates for token spend, provider comparison, rollout, and procurement.
Fast estimates
Get instant cost outputs from your real workload assumptions.
Shareable scenarios
Every calculator supports URL params for easy sharing.
Built for decisions
From API budgeting to ROI planning, all in one place.
Calculator Suite
23 toolsAI Budget Guardrails Calculator
Translate monthly budget into daily request ceilings with a safety buffer.
AI Token Cost Calculator
Estimate token-based API spend across major models.
AI Model Cost Comparison
Compare costs across all major AI providers and find the cheapest model.
AI Context Window Calculator
Check if documents fit within model context limits and calculate chunking needs.
AI Streaming Cost Calculator
Calculate costs for real-time streaming chatbots and live generation.
AI Model Router Calculator
Smart routing strategy to match complexity to model, optimize cost vs quality.
AI Token Counter Calculator
Count tokens in text for different models, estimate costs before API calls.
AI Latency Calculator
Compare response times and throughput capacity across AI models.
AI Business ROI Calculator
Calculate automation value, break-even timeline, and savings.
AI Agent Cost Calculator
Estimate blended agent runtime spend with LLM, tool, and human review costs.
AI Image and Video Cost Calculator
Estimate monthly multimodal generation cost across image and video workloads.
LLM Cost Calculator
Compare OpenAI, Claude, and Gemini for one workload in one view.
OpenAI Pricing Calculator
Forecast monthly and yearly OpenAI usage cost.
Gemini Pricing Calculator
Estimate Gemini API request, monthly, and yearly costs.
Claude Token Calculator
Plan Anthropic Claude workload and budget quickly.
OpenAI vs Claude Cost
Compare two providers with identical workload assumptions.
RAG Monthly Cost Calculator
Model embeddings, retrieval, generation, and storage together.
AI Support ROI Calculator
Estimate savings, ROI, and payback period for support automation.
AI Fine-Tuning Cost Calculator
Estimate model training and fine-tuning costs across providers.
AI Batch Processing Cost Calculator
Calculate bulk API processing costs with volume discounts.
AI Embedding Cost Calculator
Plan RAG embedding costs for document indexing and retrieval.
AI Prompt Length Calculator
Check token limits and optimize prompt sizes for models.
AI Prompt Cost Estimator
Calculate prompt and output token costs across models.
Recent updates
- New calculator: AI Model Cost Comparison across all providers
- New calculator: AI Latency Calculator for response time planning
- New calculator: AI Business ROI Calculator for automation value
- New calculator: AI Fine-Tuning Cost Calculator for model training
- New calculator: AI Batch Processing Cost Calculator for bulk API
- New calculator: AI Embedding Cost Calculator for RAG indexing
- New calculator: AI Prompt Length Calculator for token limits
- New non-calculator product: AI Model Evaluation Test Plan Generator for release quality validation
- New non-calculator product: AI Change Management Plan Generator for cross-team adoption rollouts
- New non-calculator product: AI Incident Response Runbook Builder for outage operations
- New non-calculator product: AI Vendor Shortlist Scorecard for procurement decisions
- New non-calculator product: AI Adoption Readiness Scorecard with markdown/CSV export
- New non-calculator product: AI Use Case Prioritization Matrix with markdown/CSV export
- New AI Agent Cost Calculator for agentic workflow cost planning
- New non-calculator products: governance policy builder and experiment tracker template
Non-Calculator Products
11 productsAI Cost Optimization Playbook
An operating guide for model routing, guardrails, and weekly cost reviews.
AI Rollout Checklist Generator
Generate a production rollout checklist for quality, compliance, and operations.
AI Vendor RFP Template Generator
Create a vendor selection template for procurement, security, and commercial review.
AI Governance Policy Builder
Draft internal governance policy for model usage, data handling, and review cadence.
AI Incident Response Runbook Builder
Generate incident playbooks for AI outages, latency spikes, and cost anomalies.
AI Change Management Plan Generator
Build a cross-team rollout plan with timeline, owners, communication cadence, and adoption metrics.
AI Model Evaluation Test Plan Generator
Generate scenario-level evaluation plans with quality gates and release readiness checks.
AI Experiment Tracker Template
Generate a reusable CSV tracker for AI A/B tests and decision reviews.
AI Use Case Prioritization Matrix
Rank AI opportunities by impact, confidence, effort, and risk with exportable roadmap lanes.
AI Adoption Readiness Scorecard
Score readiness across strategy, data, operations, governance, and team ownership before scaling AI.
AI Vendor Shortlist Scorecard
Rank AI vendors by security, reliability, cost fit, and support with weighted scoring output.
AI Ops Guides
22 long-tail pagesExplore governance, rollout, procurement, and operations guides designed for teams moving from AI pilots to repeatable production workflows.
Open AI Ops GuidesMore Tools in the Network
Provider Budget Guides
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