Model comparison

GPT-6 Luna vs Mistral Large 3

GPT-6 Luna is the stronger model overall, scoring 53.3 to 39.1 on the Noometry Index.

Last verified . 20 shared benchmarks.

GPT-6 Luna OpenAI

53.3

Rank #36 Confirmed

Mistral Large 3 Mistral AI

39.1

Rank #176 Confirmed

Summary

  • They share 20 benchmarks with published results for both. GPT-6 Luna scores higher in 6 categories and Mistral Large 3 in 3 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-6 Luna leads 76.1 to 38.7.
  • The biggest single-benchmark swing is NYT Connections (extended): 68.7% for GPT-6 Luna and 7.5% for Mistral Large 3.
  • GPT-6 Luna is cheaper at $0.10 / $0.50 per million input/output tokens, against $0.25 / $0.75 for Mistral Large 3.
  • GPT-6 Luna accepts more context: 1.05M tokens versus 262K.
  • Mistral Large 3 has downloadable open weights; the other is API-only.

Side by side

GPT-6 Luna and Mistral Large 3 specifications
GPT-6 LunaMistral Large 3
ProviderOpenAIMistral AI
Noometry Index53.339.1
Released2026-09-222025-12-02
WeightsProprietaryOpen
Context window1.05M262K
Max output128K8K
Input $ / M tokens$0.10$0.25
Output $ / M tokens$0.50$0.75
Results tracked4224

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Category by category

Coding GPT-6 Luna leads

GPT-6 Luna: 55.5 (#25), Mistral Large 3: 34.4 (#237)

Coding benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena WebDev15811230
LMArena Coding14391448
DeepSWE66.6%—
FrontierCode42.4%—
SciCode54.6%—
ALE-Bench1,577—

Agentic & Tool Use Not comparable

GPT-6 Luna: 33.3 (#54), Mistral Large 3: —

Agentic & Tool Use benchmarks
BenchmarkGPT-6 LunaMistral Large 3
APEX-Agents44.3%—
GDP.pdf23%—

Reasoning GPT-6 Luna leads

GPT-6 Luna: 48.2 (#41), Mistral Large 3: 15.2 (#319)

Reasoning benchmarks
BenchmarkGPT-6 LunaMistral Large 3
NYT Connections (extended)68.7%7.5%
LMArena Hard Prompts14111429
ARC-AGI-259.3%—
Kagi LLM Benchmark—50.9%
ARC-AGI-186.7%—
CritPt19.4%—
Chess Puzzles31%—
Thematic Generalization—23%
Mystery Game Puzzles7%—
DTBench90.1%—
LMCA44.5%—
Epoch Capabilities Index156.28—

Math GPT-6 Luna leads

GPT-6 Luna: 76.1 (#15), Mistral Large 3: 38.7 (#129)

Math benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena Math14161414
FrontierMath (Tiers 1-3)78.9%—
FrontierMath Tier 456.1%—
OTIS Mock AIME 2024-202598.9%—
ProofBench64%—

Knowledge GPT-6 Luna leads

GPT-6 Luna: 57.0 (#41), Mistral Large 3: 36.0 (#177)

Knowledge benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena Expert14441421
GPQA Diamond90.5%—
SimpleQA Verified41.4%—
Vectara Hallucination Rate—14.5%

Multimodal GPT-6 Luna leads

GPT-6 Luna: 42.4 (#30), Mistral Large 3: 38.2 (#66)

Multimodal benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena Vision12171221
Blueprint-Bench 231.2%—
Furniture Assembly44.2%—

Multilingual Mistral Large 3 leads

GPT-6 Luna: 50.5 (#117), Mistral Large 3: 52.5 (#84)

Multilingual benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena Non-English13861413
LMArena Chinese14331447
LMArena French14201455
LMArena German13691437
LMArena Japanese13691394
LMArena Korean13601384
LMArena Russian13941411
LMArena Spanish13931440

Instruction Following Too close to call

GPT-6 Luna: 74.3 (#99), Mistral Large 3: 74.0 (#108)

Instruction Following benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena Instruction Following14091403

Long Context Too close to call

GPT-6 Luna: 43.0 (#111), Mistral Large 3: 43.1 (#105)

Long Context benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena Longer Query14091413

Writing & Preference Mistral Large 3 leads

GPT-6 Luna: 58.3 (#119), Mistral Large 3: 60.0 (#101)

Writing & Preference benchmarks
BenchmarkGPT-6 LunaMistral Large 3
LMArena Text13911428
LMArena Creative Writing13631386
LMArena Multi-Turn13961429
EQ-Bench Creative Writing—1412

Frequently asked questions

Is GPT-6 Luna better than Mistral Large 3?

GPT-6 Luna is the stronger model overall, scoring 53.3 to 39.1 on the Noometry Index.

Which is cheaper, GPT-6 Luna or Mistral Large 3?

GPT-6 Luna is cheaper. It lists at $0.10 per million input tokens and $0.50 per million output tokens; Mistral Large 3 lists at $0.25 and $0.75.

Is GPT-6 Luna or Mistral Large 3 better for coding?

GPT-6 Luna scores higher on coding benchmarks: 55.5 versus 34.4 in the Noometry coding category.

Which has the bigger context window?

GPT-6 Luna does, with 1.05M tokens against 262K.

How many benchmarks do GPT-6 Luna and Mistral Large 3 share?

20 benchmarks have published results for both models. GPT-6 Luna has 42 scored results on Noometry and Mistral Large 3 has 24.

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