LLM Economics

Official Data Sources

Review the primary sources and assumptions used by our calculators, with their published configuration dates.

AI Model Pricing

v2026.08.3 · configuration dated 2026-08-03
SourceNotes
OpenAI Model PricingGPT-5.6 and GPT-5 token rates, cached input, context limits, and long-context multipliers
Anthropic Claude PricingClaude model, prompt caching, Batch API, residency, and fast-mode rates
Google Gemini PricingGemini standard, Batch, cached-input, grounding, and long-context rates
DeepSeek API PricingDeepSeek V4 cache-hit, cache-miss, and output token rates

AI Agent Infrastructure

v2026.06.1 · configuration dated 2026-06-30
SourceNotes
Pinecone Vector DB PricingServerless query costs — estimate only, verify against your plan
Google Cloud Storage PricingStorage $/GB/month — estimate, varies by region and tier

AI SaaS Economics & Benchmarks

v2026.06.1 · configuration dated 2026-06-30
SourceNotes
ChartMogul SaaS BenchmarksMonthly churn rates, LTV:CAC benchmarks
Bessemer Cloud IndexRule of 40 target, growth/profitability benchmarks
David Skok LTV:CAC FrameworkStandard 3× LTV:CAC healthy ratio definition

Notice

Model rates are linked to first-party provider documentation where available. Infrastructure, creator, and SaaS benchmarks also include planning assumptions or third-party references. Prices, availability, regions, and product terms can change at any time. Always verify the relevant provider or billing source before making financial decisions.