Model comparison

Gemini 3.1 Pro Preview vs Granite 4.2 30b

Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 41.8 on the Noometry Index.

Last verified . 11 shared benchmarks.

Gemini 3.1 Pro Preview Google

56.7

Rank #23 Confirmed

Granite 4.2 30b IBM

41.8

Rank #130 Confirmed

Summary

  • They share 11 benchmarks with published results for both. Gemini 3.1 Pro Preview scores higher in 7 categories and Granite 4.2 30b in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3.1 Pro Preview leads 71.7 to 27.8.
  • Granite 4.2 30b has downloadable open weights; the other is API-only.

Side by side

Gemini 3.1 Pro Preview and Granite 4.2 30b specifications
Gemini 3.1 Pro PreviewGranite 4.2 30b
ProviderGoogleIBM
Noometry Index56.741.8
Released2026-02-19—
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$2—
Output $ / M tokens$12—
Results tracked7111

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Category by category

Coding Gemini 3.1 Pro Preview leads

Gemini 3.1 Pro Preview: 42.5 (#99), Granite 4.2 30b: 41.0 (#126)

Coding benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Coding14841396
SWE-bench Verified75.6%—
DeepSWE11.7%—
LMArena WebDev1447—
SciCode58.9%—
GSO22.6%—
WeirdML72.1%—
MirrorCode8.9%—
ALE-Bench1,161—
AlgoTune2.02—

Agentic & Tool Use Not comparable

Gemini 3.1 Pro Preview: 37.7 (#34), Granite 4.2 30b: —

Agentic & Tool Use benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
Terminal-Bench80.2%—
APEX-Agents35.3%—
τ²-bench Banking26%—
DeepResearch Bench47.8%—
PostTrainBench22%—
BALROG57%—
ExploitBench26.1%—
GBAEval0.8%—
GDP.pdf17%—
LMArena Search1211—
METR Time Horizons77%—
Vending-Bench 23,774—

Reasoning Gemini 3.1 Pro Preview leads

Gemini 3.1 Pro Preview: 71.7 (#12), Granite 4.2 30b: 27.8 (#112)

Reasoning benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Hard Prompts14851374
ARC-AGI-277.1%—
SimpleBench79.6%—
NYT Connections (extended)97.4%—
ARC-AGI-198%—
CritPt17.7%—
Chess Puzzles55%—
EnigmaEval36.8%—
Thematic Generalization79.4%—
EBR-Bench14.3%—
Mystery Game Puzzles34%—
DTBench97.1%—
LMCA53.8%—
Epoch Capabilities Index154.77—
ForecastBench59—

Math Not comparable

Gemini 3.1 Pro Preview: 62.1 (#34), Granite 4.2 30b: —

Math benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
FrontierMath (Tiers 1-3)59.6%—
FrontierMath Tier 426.8%—
MathArena Final-Answer Competitions86.5%—
OTIS Mock AIME 2024-202595.6%—
ProofBench26%—
LMArena Math1485—
FrontierMath (Feb 2025 set)36.9%—
FrontierMath Tier 4 (v1)16.7%—

Knowledge Gemini 3.1 Pro Preview leads

Gemini 3.1 Pro Preview: 71.8 (#3), Granite 4.2 30b: 39.1 (#138)

Knowledge benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Expert14851406
GPQA Diamond94.4%—
Humanity's Last Exam46.4%—
SimpleQA Verified73.5%—
Vectara Hallucination Rate10.4%—

Multimodal Not comparable

Gemini 3.1 Pro Preview: 37.9 (#69), Granite 4.2 30b: —

Multimodal benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Vision1296—
Blueprint-Bench 226.5%—
Furniture Assembly26.7%—
LMArena Document1444—

Multilingual Gemini 3.1 Pro Preview leads

Gemini 3.1 Pro Preview: 57.0 (#12), Granite 4.2 30b: 47.3 (#151)

Multilingual benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Non-English14771340
LMArena Chinese15291414
LMArena Russian14981343
LMArena French1487—
LMArena German1491—
LMArena Japanese1493—
LMArena Korean1455—
LMArena Spanish1479—

Instruction Following Gemini 3.1 Pro Preview leads

Gemini 3.1 Pro Preview: 77.0 (#32), Granite 4.2 30b: 71.2 (#155)

Instruction Following benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Instruction Following14661347

Long Context Gemini 3.1 Pro Preview leads

Gemini 3.1 Pro Preview: 47.4 (#18), Granite 4.2 30b: 41.4 (#140)

Long Context benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Longer Query14831359
CL-bench20.8%—
CL-bench Life16.9%—

Writing & Preference Gemini 3.1 Pro Preview leads

Gemini 3.1 Pro Preview: 66.1 (#37), Granite 4.2 30b: 53.8 (#156)

Writing & Preference benchmarks
BenchmarkGemini 3.1 Pro PreviewGranite 4.2 30b
LMArena Text14811361
LMArena Creative Writing14821288
LMArena Multi-Turn14881339
EQ-Bench Creative Writing1491—
EQ-Bench 41142—

Frequently asked questions

Is Gemini 3.1 Pro Preview better than Granite 4.2 30b?

Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 41.8 on the Noometry Index.

Is Gemini 3.1 Pro Preview or Granite 4.2 30b better for coding?

Gemini 3.1 Pro Preview scores higher on coding benchmarks: 42.5 versus 41.0 in the Noometry coding category.

How many benchmarks do Gemini 3.1 Pro Preview and Granite 4.2 30b share?

11 benchmarks have published results for both models. Gemini 3.1 Pro Preview has 71 scored results on Noometry and Granite 4.2 30b has 11.

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