Model comparison

GPT-5.2 Pro vs Muse Glimmer

GPT-5.2 Pro is the stronger model overall, scoring 52.3 to 41.7 on the Noometry Index.

Last verified . 0 shared benchmarks.

GPT-5.2 Pro OpenAI

52.3

Rank #39 Reported

Muse Glimmer Meta

41.7

Rank #131 Confirmed

Summary

  • The widest gap is in math, where GPT-5.2 Pro leads 65.3 to 38.8.
  • Muse Glimmer has downloadable open weights; the other is API-only.

Side by side

GPT-5.2 Pro and Muse Glimmer specifications
GPT-5.2 ProMuse Glimmer
ProviderOpenAIMeta
Noometry Index52.341.7
Released2025-12-112026-08-10
WeightsProprietaryOpen
Context window400K—
Max output128K—
Input $ / M tokens$21—
Output $ / M tokens$168—
Results tracked815

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Category by category

Coding Not comparable

GPT-5.2 Pro: —, Muse Glimmer: 40.4 (#142)

Coding benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
LMArena WebDev—1355
SciCode—44.9%
LMArena Coding—1416

Reasoning GPT-5.2 Pro leads

GPT-5.2 Pro: 51.5 (#33), Muse Glimmer: 25.7 (#144)

Reasoning benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
ARC-AGI-254.2%—
SimpleBench57.4%—
NYT Connections (extended)79.3%—
ARC-AGI-190.5%—
CritPt—2.6%
LMArena Hard Prompts—1396
Epoch Capabilities Index155.4—

Math GPT-5.2 Pro leads

GPT-5.2 Pro: 65.3 (#29), Muse Glimmer: 38.8 (#125)

Math benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
FrontierMath (Tiers 1-3)74%—
FrontierMath Tier 446%—
LMArena Math—1417
FrontierMath Tier 4 (v1)31.3%—

Knowledge Not comparable

GPT-5.2 Pro: —, Muse Glimmer: 38.5 (#143)

Knowledge benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
LMArena Expert—1386

Multilingual Not comparable

GPT-5.2 Pro: —, Muse Glimmer: 50.5 (#122)

Multilingual benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
LMArena Non-English—1384
LMArena Chinese—1412
LMArena Russian—1390

Instruction Following Not comparable

GPT-5.2 Pro: —, Muse Glimmer: 72.6 (#135)

Instruction Following benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
LMArena Instruction Following—1375

Long Context Not comparable

GPT-5.2 Pro: —, Muse Glimmer: 42.1 (#129)

Long Context benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
LMArena Longer Query—1382

Writing & Preference Not comparable

GPT-5.2 Pro: —, Muse Glimmer: 57.5 (#126)

Writing & Preference benchmarks
BenchmarkGPT-5.2 ProMuse Glimmer
LMArena Text—1389
LMArena Creative Writing—1339
LMArena Multi-Turn—1399

Frequently asked questions

Is GPT-5.2 Pro better than Muse Glimmer?

GPT-5.2 Pro is the stronger model overall, scoring 52.3 to 41.7 on the Noometry Index.

How many benchmarks do GPT-5.2 Pro and Muse Glimmer share?

0 benchmarks have published results for both models. GPT-5.2 Pro has 8 scored results on Noometry and Muse Glimmer has 15.

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