Model comparison

GPT-5.6 Luna vs Mistral Medium

GPT-5.6 Luna is the stronger model overall, scoring 54.7 to 36.0 on the Noometry Index.

Last verified . 30 shared benchmarks.

GPT-5.6 Luna OpenAI

54.7

Rank #24 Confirmed

Mistral Medium Mistral AI

36.0

Rank #211 Confirmed

Summary

  • They share 30 benchmarks with published results for both. GPT-5.6 Luna scores higher in 10 categories and Mistral Medium in 0 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-5.6 Luna leads 77.5 to 27.2.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 98.3% for GPT-5.6 Luna and 32.2% for Mistral Medium.
  • GPT-5.6 Luna is cheaper at $0.20 / $1.20 per million input/output tokens, against $1.50 / $7.50 for Mistral Medium.
  • GPT-5.6 Luna accepts more context: 1.05M tokens versus 262K.
  • Mistral Medium has downloadable open weights; the other is API-only.

Side by side

GPT-5.6 Luna and Mistral Medium specifications
GPT-5.6 LunaMistral Medium
ProviderOpenAIMistral AI
Noometry Index54.736.0
Released2026-07-092023-12-11
WeightsProprietaryOpen
Context window1.05M262K
Max output128K262K
Input $ / M tokens$0.20$1.50
Output $ / M tokens$1.20$7.50
Results tracked5136

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Category by category

Coding GPT-5.6 Luna leads

GPT-5.6 Luna: 53.9 (#25), Mistral Medium: 33.8 (#241)

Coding benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
FrontierCode39.8%8%
SciCode53.6%40.2%
WeirdML60.9%43.7%
LMArena Coding14661434
ALE-Bench1,667763.98
DeepSWE67.2%—
CursorBench35.9%—
LMArena WebDev1517—

Agentic & Tool Use GPT-5.6 Luna leads

GPT-5.6 Luna: 35.3 (#37), Mistral Medium: 28.1 (#84)

Agentic & Tool Use benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
Berkeley Function Calling Leaderboard—37.7%
BALROG45.6%—
GDP.pdf22.7%—
Vending-Bench 24,095—

Reasoning GPT-5.6 Luna leads

GPT-5.6 Luna: 47.5 (#38), Mistral Medium: 23.3 (#165)

Reasoning benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
Kagi LLM Benchmark49.1%50%
CritPt20.6%0%
LMArena Hard Prompts14521426
DTBench89.1%75.5%
LMCA48.5%26.1%
Surface Evolver Bench61.9%26.9%
ARC-AGI-259.5%—
SimpleBench46.8%—
NYT Connections (extended)69.4%—
ARC-AGI-188%—
Chess Puzzles40%—
Mystery Game Puzzles21%—
Epoch Capabilities Index156.32—

Math GPT-5.6 Luna leads

GPT-5.6 Luna: 77.5 (#12), Mistral Medium: 27.2 (#238)

Math benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
OTIS Mock AIME 2024-202598.3%32.2%
ProofBench60%9%
LMArena Math14551409
FrontierMath (Tiers 1-3)82.1%—
FrontierMath Tier 461%—
MATH Level 5—81.6%
FrontierMath (Feb 2025 set)—0.3%

Knowledge GPT-5.6 Luna leads

GPT-5.6 Luna: 58.6 (#31), Mistral Medium: 24.9 (#260)

Knowledge benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
GPQA Diamond91.6%59.5%
LMArena Expert14791408
Humanity's Last Exam—4.5%
SimpleQA Verified41%—
Vectara Hallucination Rate—22.7%

Multimodal GPT-5.6 Luna leads

GPT-5.6 Luna: 43.0 (#22), Mistral Medium: 34.6 (#82)

Multimodal benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
LMArena Vision12591172
Blueprint-Bench 222.6%—
Furniture Assembly42.5%—
LMArena Document1457—

Multilingual Too close to call

GPT-5.6 Luna: 53.0 (#73), Mistral Medium: 52.3 (#86)

Multilingual benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
LMArena Non-English14181408
LMArena Chinese14691448
LMArena French14571460
LMArena German14591433
LMArena Japanese14161378
LMArena Korean14141382
LMArena Russian14281411
LMArena Spanish14451433

Instruction Following GPT-5.6 Luna leads

GPT-5.6 Luna: 76.0 (#48), Mistral Medium: 73.9 (#111)

Instruction Following benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
LMArena Instruction Following14401398

Long Context GPT-5.6 Luna leads

GPT-5.6 Luna: 43.9 (#78), Mistral Medium: 42.9 (#108)

Long Context benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
LMArena Longer Query14371406

Writing & Preference GPT-5.6 Luna leads

GPT-5.6 Luna: 68.3 (#27), Mistral Medium: 60.2 (#97)

Writing & Preference benchmarks
BenchmarkGPT-5.6 LunaMistral Medium
LMArena Text14321424
LMArena Creative Writing13971391
LMArena Multi-Turn14331418
Short-Story Creative Writing—77.3%
EQ-Bench Creative Writing1829—
EQ-Bench 41156—

Frequently asked questions

Is GPT-5.6 Luna better than Mistral Medium?

GPT-5.6 Luna is the stronger model overall, scoring 54.7 to 36.0 on the Noometry Index.

Which is cheaper, GPT-5.6 Luna or Mistral Medium?

GPT-5.6 Luna is cheaper. It lists at $0.20 per million input tokens and $1.20 per million output tokens; Mistral Medium lists at $1.50 and $7.50.

Is GPT-5.6 Luna or Mistral Medium better for coding?

GPT-5.6 Luna scores higher on coding benchmarks: 53.9 versus 33.8 in the Noometry coding category.

Which has the bigger context window?

GPT-5.6 Luna does, with 1.05M tokens against 262K.

How many benchmarks do GPT-5.6 Luna and Mistral Medium share?

30 benchmarks have published results for both models. GPT-5.6 Luna has 51 scored results on Noometry and Mistral Medium has 36.

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