Model comparison

GPT-5.6 Luna vs Qwen2.5 Plus 1127

GPT-5.6 Luna is the stronger model overall, scoring 54.6 to 38.8 on the Noometry Index.

Last verified . 14 shared benchmarks.

GPT-5.6 Luna OpenAI

54.6

Rank #30 Confirmed

Qwen2.5 Plus 1127 Alibaba (Qwen)

38.8

Rank #181 Confirmed

Summary

  • They share 14 benchmarks with published results for both. GPT-5.6 Luna scores higher in 8 categories and Qwen2.5 Plus 1127 in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-5.6 Luna leads 77.7 to 36.1.

Side by side

GPT-5.6 Luna and Qwen2.5 Plus 1127 specifications
GPT-5.6 LunaQwen2.5 Plus 1127
ProviderOpenAIAlibaba (Qwen)
Noometry Index54.638.8
Released2026-07-09—
WeightsProprietaryProprietary
Context window1.05M—
Max output128K—
Input $ / M tokens$0.20—
Output $ / M tokens$1.20—
Results tracked5214

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Category by category

Coding GPT-5.6 Luna leads

GPT-5.6 Luna: 54.5 (#28), Qwen2.5 Plus 1127: 38.5 (#175)

Coding benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Coding14661314
DeepSWE67.2%—
FrontierCode39.8%—
CursorBench35.9%—
LMArena WebDev1519—
SciCode53.6%—
WeirdML60.9%—
ALE-Bench1,667—

Agentic & Tool Use Not comparable

GPT-5.6 Luna: 34.4 (#45), Qwen2.5 Plus 1127: —

Agentic & Tool Use benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
APEX-Agents43%—
BALROG45.6%—
GDP.pdf22.7%—
Vending-Bench 24,095—

Reasoning GPT-5.6 Luna leads

GPT-5.6 Luna: 47.6 (#43), Qwen2.5 Plus 1127: 25.9 (#141)

Reasoning benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Hard Prompts14511299
ARC-AGI-259.5%—
SimpleBench46.8%—
Kagi LLM Benchmark49.1%—
NYT Connections (extended)69.4%—
ARC-AGI-188%—
CritPt20.6%—
Chess Puzzles40%—
Mystery Game Puzzles21%—
DTBench89.1%—
LMCA48.5%—
Surface Evolver Bench61.9%—
Epoch Capabilities Index156.39—

Math GPT-5.6 Luna leads

GPT-5.6 Luna: 77.7 (#14), Qwen2.5 Plus 1127: 36.1 (#174)

Math benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Math14581298
FrontierMath (Tiers 1-3)82.1%—
FrontierMath Tier 461%—
OTIS Mock AIME 2024-202598.3%—
ProofBench60%—

Knowledge GPT-5.6 Luna leads

GPT-5.6 Luna: 58.5 (#34), Qwen2.5 Plus 1127: 35.5 (#183)

Knowledge benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Expert14781289
GPQA Diamond91.6%—
SimpleQA Verified41%—

Multimodal Not comparable

GPT-5.6 Luna: 42.7 (#28), Qwen2.5 Plus 1127: —

Multimodal benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Vision1258—
Blueprint-Bench 222.6%—
Furniture Assembly42.5%—
LMArena Document1457—

Multilingual GPT-5.6 Luna leads

GPT-5.6 Luna: 52.8 (#78), Qwen2.5 Plus 1127: 41.9 (#201)

Multilingual benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Non-English14171265
LMArena Chinese14701314
LMArena German14541231
LMArena Japanese14111207
LMArena Russian14281271
LMArena French1456—
LMArena Korean1415—
LMArena Spanish1448—

Instruction Following GPT-5.6 Luna leads

GPT-5.6 Luna: 75.6 (#57), Qwen2.5 Plus 1127: 67.2 (#199)

Instruction Following benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Instruction Following14371275

Long Context GPT-5.6 Luna leads

GPT-5.6 Luna: 43.9 (#82), Qwen2.5 Plus 1127: 39.2 (#184)

Long Context benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Longer Query14361292

Writing & Preference GPT-5.6 Luna leads

GPT-5.6 Luna: 68.0 (#29), Qwen2.5 Plus 1127: 49.4 (#192)

Writing & Preference benchmarks
BenchmarkGPT-5.6 LunaQwen2.5 Plus 1127
LMArena Text14311299
LMArena Creative Writing13961262
LMArena Multi-Turn14341299
EQ-Bench Creative Writing1829—
EQ-Bench 41156—

Frequently asked questions

Is GPT-5.6 Luna better than Qwen2.5 Plus 1127?

GPT-5.6 Luna is the stronger model overall, scoring 54.6 to 38.8 on the Noometry Index.

Is GPT-5.6 Luna or Qwen2.5 Plus 1127 better for coding?

GPT-5.6 Luna scores higher on coding benchmarks: 54.5 versus 38.5 in the Noometry coding category.

How many benchmarks do GPT-5.6 Luna and Qwen2.5 Plus 1127 share?

14 benchmarks have published results for both models. GPT-5.6 Luna has 52 scored results on Noometry and Qwen2.5 Plus 1127 has 14.

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