Model comparison

GPT-5.2 Pro vs Granite 4.0 H Small

GPT-5.2 Pro is the stronger model overall, scoring 52.2 to 35.9 on the Noometry Index.

Last verified . 0 shared benchmarks.

GPT-5.2 Pro OpenAI

52.2

Rank #34 Reported

Granite 4.0 H Small IBM

35.9

Rank #213 Confirmed

Summary

  • The widest gap is in math, where GPT-5.2 Pro leads 64.8 to 29.3.
  • Granite 4.0 H Small has downloadable open weights; the other is API-only.

Side by side

GPT-5.2 Pro and Granite 4.0 H Small specifications
GPT-5.2 ProGranite 4.0 H Small
ProviderOpenAIIBM
Noometry Index52.235.9
Released2025-12-11—
WeightsProprietaryOpen
Context window400K—
Max output128K—
Input $ / M tokens$21—
Output $ / M tokens$168—
Results tracked819

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Category by category

Coding Not comparable

GPT-5.2 Pro: —, Granite 4.0 H Small: 35.8 (#207)

Coding benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
LMArena Coding—1247

Reasoning GPT-5.2 Pro leads

GPT-5.2 Pro: 51.8 (#31), Granite 4.0 H Small: 23.4 (#164)

Reasoning benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
ARC-AGI-254.2%—
SimpleBench57.4%—
NYT Connections (extended)79.3%—
ARC-AGI-190.5%—
LMArena Hard Prompts—1240
Epoch Capabilities Index155.41—

Math GPT-5.2 Pro leads

GPT-5.2 Pro: 64.8 (#23), Granite 4.0 H Small: 29.3 (#219)

Math benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
FrontierMath (Tiers 1-3)74%—
FrontierMath Tier 446%—
Omni-MATH—29.6%
LMArena Math—1251
FrontierMath Tier 4 (v1)31.3%—

Knowledge Not comparable

GPT-5.2 Pro: —, Granite 4.0 H Small: 31.5 (#210)

Knowledge benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
MMLU-Pro—56.9%
Vectara Hallucination Rate—5.2%
GPQA (HELM)—38.3%
LMArena Expert—1244

Multilingual Not comparable

GPT-5.2 Pro: —, Granite 4.0 H Small: 38.7 (#223)

Multilingual benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
LMArena Non-English—1216
LMArena Chinese—1250
LMArena Russian—1198
LMArena Spanish—1258

Instruction Following Not comparable

GPT-5.2 Pro: —, Granite 4.0 H Small: 68.9 (#178)

Instruction Following benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
IFEval—89%
LMArena Instruction Following—1221

Long Context Not comparable

GPT-5.2 Pro: —, Granite 4.0 H Small: 37.6 (#209)

Long Context benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
LMArena Longer Query—1240

Writing & Preference Not comparable

GPT-5.2 Pro: —, Granite 4.0 H Small: 44.0 (#222)

Writing & Preference benchmarks
BenchmarkGPT-5.2 ProGranite 4.0 H Small
LMArena Text—1241
LMArena Creative Writing—1210
WildBench—73.9%
LMArena Multi-Turn—1243

Frequently asked questions

Is GPT-5.2 Pro better than Granite 4.0 H Small?

GPT-5.2 Pro is the stronger model overall, scoring 52.2 to 35.9 on the Noometry Index.

How many benchmarks do GPT-5.2 Pro and Granite 4.0 H Small share?

0 benchmarks have published results for both models. GPT-5.2 Pro has 8 scored results on Noometry and Granite 4.0 H Small has 19.

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