Model comparison

Granite 4.2 8B vs Grok 4 Fast

Granite 4.2 8B is the stronger model overall, scoring 40.0 to 39.0 on the Noometry Index.

Last verified . 11 shared benchmarks.

Granite 4.2 8B IBM

40.0

Rank #143 Confirmed

Grok 4 Fast xAI

39.0

Rank #164 Confirmed

Summary

  • They share 11 benchmarks with published results for both. Granite 4.2 8B scores higher in 3 categories and Grok 4 Fast in 4 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in long context, where Grok 4 Fast leads 63.2 to 40.2.
  • Granite 4.2 8B has downloadable open weights; the other is API-only.

Side by side

Granite 4.2 8B and Grok 4 Fast specifications
Granite 4.2 8BGrok 4 Fast
ProviderIBMxAI
Noometry Index40.039.0
Released—2025-09-19
WeightsOpenProprietary
Context window131K—
Max output118K—
Input $ / M tokens$0.06—
Output $ / M tokens$0.25—
Results tracked1130

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Category by category

Coding Granite 4.2 8B leads

Granite 4.2 8B: 39.9 (#138), Grok 4 Fast: 32.3 (#264)

Coding benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Coding13791429
LMArena WebDev—1160
WeirdML—42.9%

Agentic & Tool Use Not comparable

Granite 4.2 8B: —, Grok 4 Fast: 29.3 (#80)

Agentic & Tool Use benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
τ²-bench Banking—15.7%
Cybench—30%
LMArena Search—1171

Reasoning Granite 4.2 8B leads

Granite 4.2 8B: 25.5 (#130), Grok 4 Fast: 22.5 (#179)

Reasoning benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Hard Prompts13271413
ARC-AGI-2—5.3%
Kagi LLM Benchmark—66.1%
ARC-AGI-1—48.5%
DTBench—82.7%
Epoch Capabilities Index—144.21
ForecastBench—60.5

Math Not comparable

Granite 4.2 8B: —, Grok 4 Fast: 36.1 (#126)

Math benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Math—1419

Knowledge Granite 4.2 8B leads

Granite 4.2 8B: 37.7 (#144), Grok 4 Fast: 31.5 (#211)

Knowledge benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Expert13801411
Vectara Hallucination Rate—19.7%

Multilingual Grok 4 Fast leads

Granite 4.2 8B: 44.5 (#173), Grok 4 Fast: 51.5 (#106)

Multilingual benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Non-English12991397
LMArena Chinese13611458
LMArena Russian12831387
LMArena French—1433
LMArena German—1383
LMArena Japanese—1358
LMArena Korean—1359
LMArena Spanish—1414

Instruction Following Grok 4 Fast leads

Granite 4.2 8B: 68.7 (#183), Grok 4 Fast: 73.4 (#116)

Instruction Following benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Instruction Following12981388

Long Context Grok 4 Fast leads

Granite 4.2 8B: 40.2 (#154), Grok 4 Fast: 63.2 (#3)

Long Context benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Longer Query13231415
Fiction.LiveBench—94.4%

Writing & Preference Grok 4 Fast leads

Granite 4.2 8B: 49.8 (#183), Grok 4 Fast: 60.2 (#96)

Writing & Preference benchmarks
BenchmarkGranite 4.2 8BGrok 4 Fast
LMArena Text13191407
LMArena Creative Writing12381388
LMArena Multi-Turn12991414

Frequently asked questions

Is Granite 4.2 8B better than Grok 4 Fast?

Granite 4.2 8B is the stronger model overall, scoring 40.0 to 39.0 on the Noometry Index.

Is Granite 4.2 8B or Grok 4 Fast better for coding?

Granite 4.2 8B scores higher on coding benchmarks: 39.9 versus 32.3 in the Noometry coding category.

How many benchmarks do Granite 4.2 8B and Grok 4 Fast share?

11 benchmarks have published results for both models. Granite 4.2 8B has 11 scored results on Noometry and Grok 4 Fast has 30.

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