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API Pricing

AI API Cost Comparison 2026:
GPT-6 vs Claude 5.5 vs Gemini 3 vs Mistral

Side-by-side pricing for every major AI API as of October 2026. Covers OpenAI's GPT-6 family, Anthropic's Claude Haiku, Sonnet, Opus and Fable, Google's Gemini 3.x and 2.5 models, and Mistral — with use-case recommendations and value analysis. Last verified: 2026-10-01.

12 min read·Updated October 2026
Key Takeaway — October 2026

For high-volume simple tasks: Gemini 2.5 Flash-Lite ($0.10/$0.40) or GPT-6 Luna ($0.10/$0.50) are the cheapest options. For strong mid-tier value: Gemini 3.8 Flash ($0.75/$3.75 until 2027) or Mistral Large 3 ($0.50/$1.50). For premium quality: Claude Sonnet 5.5 and GPT-6.1 Sol (both $2/$10), with Claude Opus 5.5 ($4/$20) above them. Note: GPT-5.4, GPT-4o and Mistral Small 3.2 have left their providers' price lists — do not start new projects on them.

Complete AI API Pricing Comparison — Current Models

Provider & ModelInput / 1MOutput / 1MContextTier
OpenAI — GPT-6 Family
GPT-6 Luna$0.10$0.501.05MBudget
GPT-6.1 Sol$2.00$10.001.05MMid-range
GPT-6 Astra$10.00$50.001.05MFrontier
Anthropic — Claude
Claude Haiku 4.5$1.00$5.00200KBudget
Claude Sonnet 5.5$2.00$10.001MMid-range
Claude Opus 5.5$4.00$20.001MPremium
Claude Fable 5.1$10.00$50.001MFrontier
Google — Gemini
Gemini 2.5 Flash-Lite$0.10$0.401MBudget
Gemini 3.1 Flash-Lite$0.25$1.501MBudget
Gemini 3.5 Flash-Lite$0.30$2.501MBudget
Gemini 3.8 Flash$0.75*$3.75*1MMid-range
Gemini 3.1 Pro Preview$2.00**$12.00**1MPremium
Mistral AI
Mistral Small 4$0.15$0.60256KBudget
Mistral Large 3$0.50$1.50256KMid-range
Mistral Medium 3.5$1.50$7.50256KPremium

* Gemini 3.8 Flash promotional rate through December 31, 2026; $1.50/$7.50 from January 1, 2027. ** Gemini 3.1 Pro Preview: $2/$12 for prompts ≤200K tokens, $4/$18 above. GPT-6 prices apply up to 272K input tokens; longer prompts cost 2× input and 1.5× output.

No longer on price lists: GPT-5.4, GPT-5.4 mini, GPT-5.4 nano, GPT-4o and GPT-4o mini are absent from OpenAI's API pricing page; Gemini 2.0 Flash and 2.0 Flash-Lite are absent from Google's; Mistral Small 3.2 was retired on 2026-07-31. Move existing workloads to the models above.

Cheapest AI API by Use Case — 2026

Chatbot — high volume
Gemini 2.5 Flash-Lite
$0.10/M input
Cheapest model from a major provider, with a 1M context window.
Code generation
Claude Sonnet 5.5
$2.00/M input
Production default for coding and agents; GPT-6.1 Sol costs the same.
Long document analysis
Gemini 3.8 Flash
$0.75/M input (promo)
1M context at a fraction of the $2/M tier — $1.50/M from 2027.
Complex reasoning tasks
Claude Opus 5.5
$4.00/M input
Premium quality for long, multi-step work at less than half of GPT-6 Astra.
EU / GDPR workloads
Mistral Large 3
$0.50/M input
French company, EU-hosted option, Apache 2.0 weights for on-premise.
Batch processing (async)
GPT-6 Luna Batch
$0.05/M input
Half of Luna’s already low price for jobs that can wait 24 hours.
Budget tier — OpenAI stack
GPT-6 Luna
$0.10/M input
Cheapest OpenAI model — classification and simple generation.
Privacy / self-hosted
Mistral Small 4 (self-host)
GPU infra only
Apache 2.0 open weights. Data never leaves your infrastructure.

Value Analysis

Where each model earns its price:

  • Gemini 2.5 Flash-Lite ($0.10/$0.40) — the cheapest model from a major provider on output tokens. Best for pure volume at minimum cost.
  • GPT-6 Luna ($0.10/$0.50) — OpenAI's cheapest model, with a 1.05M context window and $0.01/M cached input.
  • Mistral Large 3 ($0.50/$1.50) — a capable Apache 2.0 open-weight model at a quarter of the mid-tier price; strong on multilingual work.
  • Gemini 3.8 Flash ($0.75/$3.75 until 2027) — Google's most capable Flash model; even at the 2027 price of $1.50/$7.50 it undercuts the $2/$10 tier.
  • Claude Sonnet 5.5 and GPT-6.1 Sol ($2/$10) — the mainstream production tier for coding, analysis and agents.
  • Claude Opus 5.5 ($4/$20) — premium quality at less than half of GPT-6 Astra's price.

Context Window Comparison

Context window size determines how much text you can process in a single API call. In 2026 almost every flagship has reached about one million tokens:

Context SizeModelsBest for
1.05M tokensGPT-6 Astra, GPT-6.1 Sol, GPT-6 LunaLong documents, entire codebases, extended conversations
1M tokensClaude Fable 5.1, Opus 5.5, Sonnet 5.5; Gemini 3.8 Flash, 3.5 Flash-Lite, 3.1 Pro Preview, 2.5 Flash-LiteLong documents, entire codebases
256K tokensMistral Medium 3.5, Large 3, Small 4Large documents, multi-doc analysis
200K tokensClaude Haiku 4.5Moderate-length document analysis

Batch API Pricing — 50% Off

OpenAI, Anthropic and Google all offer asynchronous batch processing at 50% off standard rates. If your workload is not latency-sensitive (data enrichment, classification at scale, evals), batch mode halves your costs:

ModelBatch Input / 1MBatch Output / 1MNotes
GPT-6 Astra$5.00$25.00OpenAI Batch API
GPT-6.1 Sol$1.00$5.00OpenAI Batch API
GPT-6 Luna$0.05$0.25OpenAI Batch API
Claude Opus 5.5$2.00$10.00Anthropic Message Batches
Claude Sonnet 5.5$1.00$5.00Anthropic Message Batches
Claude Haiku 4.5$0.50$2.50Anthropic Message Batches
Gemini 3.8 Flash$0.375*$1.875*Gemini Batch tier (promo rate)

How to Choose the Right AI API in 2026

  • Running >100M tokens/month on simple tasks? Use Gemini 2.5 Flash-Lite ($0.10/$0.40) or GPT-6 Luna ($0.10/$0.50).
  • Need strong quality at a low price? Gemini 3.8 Flash is the value pick in the middle of the market.
  • EU data residency required? Mistral AI (French company, EU-hosted option) or on-prem self-hosting with open Mistral weights.
  • OpenAI ecosystem? GPT-6 Luna for budget, GPT-6.1 Sol as the default, GPT-6 Astra for the hardest tasks.
  • Coding and agentic tasks? Claude Sonnet 5.5 or GPT-6.1 Sol at $2/$10; step up to Claude Opus 5.5 for long, complex agents.
  • Maximum performance regardless of cost? Claude Fable 5.1 or GPT-6 Astra, both $10/$50.
  • Latency-insensitive batch workloads? Use a Batch API — 50% off at OpenAI, Anthropic and Google.

Prompt Caching — Cheap Repeated Context

All three big providers bill reused prompt prefixes at a steep discount. Cached-input prices per 1M tokens:

ModelStandard inputCached inputDiscount
GPT-6.1 Sol$2.00$0.1095%
Claude Opus 5.5$4.00$0.2095%
Claude Sonnet 5.5$2.00$0.2090%
Claude Haiku 4.5$1.00$0.1090%
Gemini 3.8 Flash$0.75*$0.075*90% (+ hourly storage)
GPT-6 Luna$0.10$0.0190%

For applications where the same large context (system prompt + documents) is reused across many queries, caching typically cuts the input part of the bill by 80–95%.

Frequently Asked Questions

What is the cheapest AI API in 2026?

Gemini 2.5 Flash-Lite and GPT-6 Luna, both at $0.10/M input. Flash-Lite has the cheaper output rate ($0.40 vs $0.50/M). Mistral Small 4 ($0.15/$0.60) is the cheapest open-weight option.

What is the cheapest OpenAI model now?

GPT-6 Luna at $0.10/M input and $0.50/M output. GPT-4o mini and the GPT-5.4 family no longer appear on OpenAI's pricing page.

What replaced Gemini 2.0 Flash?

Gemini 2.0 Flash is no longer on Google's Gemini API price list. Gemini 2.5 Flash-Lite ($0.10/M) is the cheap replacement; Gemini 3.8 Flash ($0.75/M until 2027) is the stronger one.

Which AI API has the best quality-to-cost ratio?

In the budget tier, Gemini 2.5 Flash-Lite and GPT-6 Luna. In the middle, Gemini 3.8 Flash and Mistral Large 3. For premium work, Claude Sonnet 5.5 and GPT-6.1 Sol at $2/$10, and Claude Opus 5.5 at $4/$20 — less than half of GPT-6 Astra.

Do any AI APIs offer EU data residency?

Mistral AI is a French company operating under EU law with EU-hosted inference endpoints, which makes it the default choice for GDPR-sensitive workloads that cannot use US-based providers. Its Large 3 and Small 4 weights are Apache 2.0 for self-hosting.

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