Model comparison

Grok 4.20 (Non-Reasoning) vs Pixtral 12B

Grok 4.20 (Non-Reasoning) has enough public results to be ranked (#54); Pixtral 12B does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Grok 4.20 (Non-Reasoning) xAI

48.6

Rank #54 Confirmed

Pixtral 12B Mistral AI

31.3

Unranked Sparse

Summary

  • They share 1 benchmark with published results for both. Grok 4.20 (Non-Reasoning) scores higher in 1 category and Pixtral 12B in 0 categories; one gap is clear of the uncertainty.
  • The widest gap is in multimodal, where Grok 4.20 (Non-Reasoning) leads 33.3 to 23.9.
  • Pixtral 12B is cheaper at $0.15 / $0.15 per million input/output tokens, against $1.25 / $2.50 for Grok 4.20 (Non-Reasoning).
  • Grok 4.20 (Non-Reasoning) accepts more context: 1M tokens versus 128K.
  • Pixtral 12B has downloadable open weights; the other is API-only.

Side by side

Grok 4.20 (Non-Reasoning) and Pixtral 12B specifications
Grok 4.20 (Non-Reasoning)Pixtral 12B
ProviderxAIMistral AI
Noometry Index48.631.3
Released2026-02-172024-09-01
WeightsProprietaryOpen
Context window1M128K
Max output30K128K
Input $ / M tokens$1.25$0.15
Output $ / M tokens$2.50$0.15
Results tracked462

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Category by category

Coding Not comparable

Grok 4.20 (Non-Reasoning): 42.1 (#112), Pixtral 12B: —

Coding benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
LMArena WebDev1375—
WeirdML52.3%—
LMArena Coding1459—
ALE-Bench1,150—

Agentic & Tool Use Not comparable

Grok 4.20 (Non-Reasoning): 34.4 (#46), Pixtral 12B: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
Terminal-Bench57.3%—
τ²-bench Banking18%—
LMArena Search1189—
Vending-Bench 24,663—

Reasoning Not comparable

Grok 4.20 (Non-Reasoning): 52.3 (#32), Pixtral 12B: —

Reasoning benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
ARC-AGI-265.1%—
Kagi LLM Benchmark75%—
NYT Connections (extended)85.4%—
ARC-AGI-189.5%—
Chess Puzzles24%—
Thematic Generalization63.8%—
LMArena Hard Prompts1451—
DTBench90.1%—
LMCA38.7%—
Epoch Capabilities Index151.98—
ForecastBench61.4—

Math Not comparable

Grok 4.20 (Non-Reasoning): 48.2 (#65), Pixtral 12B: —

Math benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
FrontierMath (Tiers 1-3)44.9%—
FrontierMath Tier 417.1%—
OTIS Mock AIME 2024-202592.2%—
ProofBench14%—
LMArena Math1455—

Knowledge Not comparable

Grok 4.20 (Non-Reasoning): 52.8 (#60), Pixtral 12B: —

Knowledge benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
GPQA Diamond89.3%—
SimpleQA Verified30.2%—
LMArena Expert1439—

Multimodal Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 33.3 (#98), Pixtral 12B: 23.9 (#127)

Multimodal benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
LMArena Vision12631009
GeoBench—37%
Blueprint-Bench 20%—
LMArena Document1416—

Multilingual Not comparable

Grok 4.20 (Non-Reasoning): 54.5 (#40), Pixtral 12B: —

Multilingual benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
LMArena Non-English1441—
LMArena Chinese1481—
LMArena French1476—
LMArena German1465—
LMArena Japanese1449—
LMArena Korean1417—
LMArena Russian1458—
LMArena Spanish1443—

Instruction Following Not comparable

Grok 4.20 (Non-Reasoning): 74.8 (#83), Pixtral 12B: —

Instruction Following benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
LMArena Instruction Following1420—

Long Context Not comparable

Grok 4.20 (Non-Reasoning): 45.5 (#34), Pixtral 12B: —

Long Context benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
CL-bench22.2%—
CL-bench Life11.9%—
LMArena Longer Query1437—

Writing & Preference Not comparable

Grok 4.20 (Non-Reasoning): 65.7 (#44), Pixtral 12B: —

Writing & Preference benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Pixtral 12B
LMArena Text1451—
LMArena Creative Writing1438—
EQ-Bench Creative Writing1574—
LMArena Multi-Turn1456—

Frequently asked questions

Is Grok 4.20 (Non-Reasoning) better than Pixtral 12B?

Grok 4.20 (Non-Reasoning) has enough public results to be ranked (#54); Pixtral 12B does not yet, so treat this comparison as directional.

Which is cheaper, Grok 4.20 (Non-Reasoning) or Pixtral 12B?

Pixtral 12B is cheaper. It lists at $0.15 per million input tokens and $0.15 per million output tokens; Grok 4.20 (Non-Reasoning) lists at $1.25 and $2.50.

Which has the bigger context window?

Grok 4.20 (Non-Reasoning) does, with 1M tokens against 128K.

How many benchmarks do Grok 4.20 (Non-Reasoning) and Pixtral 12B share?

1 benchmark has published results for both models. Grok 4.20 (Non-Reasoning) has 46 scored results on Noometry and Pixtral 12B has 2.

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