Model comparison

GPT-5.6 Luna vs Mistral Large 3

Compare GPT-5.6 Luna vs Mistral Large 3 API pricing: input/output token costs, cache pricing, context windows, workload estimates, and routing fit.

GPT-5.6 Luna

openai · gpt-5.6-luna

Input
$1
Output
$6
Context
1.1M

Mistral Large 3

mistral · mistral/mistral-large-3

Input
$0.5
Output
$1.5
Context
262.1K

Quick take

Mistral Large 3 has the lower input price at $0.5 per 1M input tokens. Mistral Large 3 is cheaper for the example blended workload below. GPT-5.6 Luna has the larger context window at 1.1M tokens.

Choose GPT-5.6 Luna if...

  • GPT-5.6 Luna is safer for long documents, repository analysis, and RAG prompts because it has the larger context window.
  • GPT-5.6 Luna is stronger when the same large prompt or document is reused because it supports prompt caching.

Choose Mistral Large 3 if...

  • Mistral Large 3 is the better default for cost-sensitive traffic and repeated high-volume calls.
  • Mistral Large 3 gives more room for long generated answers, reports, or code output.

Example workload cost

Estimates use input tokens plus 20% output tokens. They exclude provider discounts, cache hits, and tool/search surcharges.

Workload GPT-5.6 Luna Mistral Large 3 Cheaper
1M input + 200K output $2.20 $0.80 Mistral Large 3
10M input + 2M output $22.00 $8.00 Mistral Large 3
100M input + 20M output $220.00 $80.00 Mistral Large 3

Context, output, and capability fit

GPT-5.6 Luna provides the larger context window. Check max output separately when the task needs long reports, code generation, or full-document rewrites.

GPT-5.6 Luna max output
128K
Mistral Large 3 max output
262.1K
GPT-5.6 Luna features
prompt caching, function calling, vision
Mistral Large 3 features
function calling, vision

Risk notes for GPT-5.6 Luna

  • No major capability risk is flagged in this snapshot, but provider pages should still be verified before production routing.

Risk notes for Mistral Large 3

  • No prompt caching in this snapshot: repeated long-context calls may be more expensive.

Routing tags

frontierbudgetfastreasoningcodingagentslong-contextmultimodalcache-friendlyragopen-weightenterpriselocal-open

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