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Token Pricing Reference (auto-regenerated snapshot)

Auto-generated snapshot of the maintained pricing dataset: per-model input/cached/output rates, context windows, batch discounts, and caching notes, each with a source link and verification date.

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Token Pricing Reference — Major LLM Providers

Snapshot of data/pricing.json (v2026.07) — reviewed 2026-07-26. This file is regenerated from the dataset. To propose a correction, edit data/pricing.json and re-run the generator. Live changelog: data/pricing-changelog.md. SLA: Reviewed monthly. Provider pricing changes reflected within 7 days. Every figure carries a verification date and a source link.


Pricing Tables

OpenAI

Model Input ($/1M) Cached Input ($/1M) Output ($/1M) Context Tier Source
GPT-5 $1.25 $0.125 $10 400K Frontier verified 2026-07-26
GPT-5 Mini $0.25 $0.025 $2 400K Mid verified 2026-07-26
GPT-5 Nano $0.05 $0.005 $0.4 128K Cheap verified 2026-07-26
o3 $2 $8 200K Reasoning verified 2026-07-26

Caching: Automatic caching on repeated context; ~75-90% off cached input on current-gen models.

Batch API: 50% off standard rates, ~24h SLA.

Anthropic

Model Input ($/1M) Cached Input ($/1M) Output ($/1M) Context Tier Source
Claude Opus 4.5 $5 $0.5 $25 200K Frontier verified 2026-07-26
Claude Sonnet 5 $2 $0.2 $10 200K Frontier verified 2026-07-26
Claude Haiku 4.5 $1 $0.1 $5 200K Mid verified 2026-07-26

Caching: Explicit cache control; 5-min TTL default. Cache writes billed at 1.25x (5-min) or 2.0x (1-hr) base input; cache reads at ~10% of base input.

Batch API: 50% off standard rates, ~24h SLA.

Google

Model Input ($/1M) Cached Input ($/1M) Output ($/1M) Context Tier Source
Gemini 3 Pro $2 / $3.5 (>200K ctx) $12 / $14 (>200K ctx) 1M Frontier verified 2026-07-26
Gemini 2.5 Flash $0.15 / $0.3 (>200K ctx) $0.6 / $1.8 (>200K ctx) 1M Mid verified 2026-07-26
Gemini 2.0 Flash Lite $0.075 $0.3 1M Cheap verified 2026-07-26

Caching: Implicit automatic caching on Gemini 2.5+; discount surfaces on the invoice.

DeepSeek

Model Input ($/1M) Cached Input ($/1M) Output ($/1M) Context Tier Source
DeepSeek V3.2 $0.28 $0.028 $0.42 128K Cheap verified 2026-07-26

Caching: Disk-based cache; ~90% discount on cached input.

Meta Llama (hosted)

Model Input ($/1M) Cached Input ($/1M) Output ($/1M) Context Tier Source
Llama 4 Scout $0.15 $0.4 10M Cheap verified 2026-07-26
Llama 4 Maverick $0.35 $1.4 1M Mid verified 2026-07-26

Caching: Varies by host.

Mistral

Model Input ($/1M) Cached Input ($/1M) Output ($/1M) Context Tier Source
Mistral Large $2 $6 128K Frontier verified 2026-07-26
Mistral Medium $0.4 $1.2 128K Mid verified 2026-07-26

How to price a request

cost_per_request = (input_tokens  × input_$/M  ÷ 1_000_000)
                 + (output_tokens × output_$/M ÷ 1_000_000)

With prompt caching on the input:

cost_per_request ≈ ((1-hit_rate) × input_tokens × input_$/M
                  +  hit_rate    × input_tokens × cached_input_$/M
                  +  output_tokens × output_$/M) ÷ 1_000_000

The site's calculators (/calculator, /hub) apply these formulas against this same dataset.