Model comparison

Grok 4.20 (Non-Reasoning) vs Ministral 3B

Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.5 to 25.6 on the Noometry Index. Ministral 3B costs 39× less per token, which makes it the better buy when Grok 4.20 (Non-Reasoning)'s lead doesn't matter for your workload.

Last verified . 4 shared benchmarks.

Grok 4.20 (Non-Reasoning) xAI

48.5

Rank #48 Confirmed

Ministral 3B Mistral AI

25.6

Rank #336 Confirmed

Summary

  • They share 4 benchmarks with published results for both. Grok 4.20 (Non-Reasoning) scores higher in 3 categories and Ministral 3B in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Grok 4.20 (Non-Reasoning) leads 52.8 to 10.4.
  • The biggest single-benchmark swing is GPQA Diamond: 89.3% for Grok 4.20 (Non-Reasoning) and 25.3% for Ministral 3B.
  • Ministral 3B is cheaper at $0.04 / $0.04 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.
  • Ministral 3B has downloadable open weights; the other is API-only.

Side by side

Grok 4.20 (Non-Reasoning) and Ministral 3B specifications
Grok 4.20 (Non-Reasoning)Ministral 3B
ProviderxAIMistral AI
Noometry Index48.525.6
Released2026-02-172024-10-01
WeightsProprietaryOpen
Context window1M128K
Max output30K128K
Input $ / M tokens$1.25$0.04
Output $ / M tokens$2.50$0.04
Results tracked466

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Category by category

Coding Not comparable

Grok 4.20 (Non-Reasoning): 41.8 (#104), Ministral 3B: —

Coding benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
LMArena WebDev1374—
WeirdML52.3%—
LMArena Coding1458—
ALE-Bench1,150—

Agentic & Tool Use Not comparable

Grok 4.20 (Non-Reasoning): 34.3 (#43), Ministral 3B: —

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

Reasoning Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 52.2 (#30), Ministral 3B: 17.7 (#278)

Reasoning benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
DTBench90.1%51.7%
LMCA38.7%5.5%
Epoch Capabilities Index152.01118.08
ARC-AGI-265.1%—
Kagi LLM Benchmark75%—
NYT Connections (extended)85.4%—
ARC-AGI-189.5%—
Chess Puzzles24%—
Thematic Generalization63.8%—
LMArena Hard Prompts1451—
ForecastBench61.4—

Math Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 48.0 (#54), Ministral 3B: 24.5 (#257)

Math benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
FrontierMath (Tiers 1-3)44.9%—
FrontierMath Tier 417.1%—
OTIS Mock AIME 2024-202592.2%—
ProofBench14%—
LMArena Math1455—
MATH Level 5—14.4%

Knowledge Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 52.8 (#54), Ministral 3B: 10.4 (#297)

Knowledge benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
GPQA Diamond89.3%25.3%
SimpleQA Verified30.2%—
Vectara Hallucination Rate—7.3%
LMArena Expert1440—

Multimodal Not comparable

Grok 4.20 (Non-Reasoning): 33.2 (#88), Ministral 3B: —

Multimodal benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
LMArena Vision1263—
Blueprint-Bench 20%—
LMArena Document1416—

Multilingual Not comparable

Grok 4.20 (Non-Reasoning): 54.7 (#38), Ministral 3B: —

Multilingual benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
LMArena Non-English1440—
LMArena Chinese1481—
LMArena French1477—
LMArena German1463—
LMArena Japanese1450—
LMArena Korean1417—
LMArena Russian1457—
LMArena Spanish1442—

Instruction Following Not comparable

Grok 4.20 (Non-Reasoning): 75.0 (#79), Ministral 3B: —

Instruction Following benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
LMArena Instruction Following1420—

Long Context Not comparable

Grok 4.20 (Non-Reasoning): 45.4 (#33), Ministral 3B: —

Long Context benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
CL-bench22.2%—
CL-bench Life11.9%—
LMArena Longer Query1436—

Writing & Preference Not comparable

Grok 4.20 (Non-Reasoning): 65.9 (#42), Ministral 3B: —

Writing & Preference benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Ministral 3B
LMArena Text1451—
LMArena Creative Writing1439—
EQ-Bench Creative Writing1574—
LMArena Multi-Turn1456—

Frequently asked questions

Is Grok 4.20 (Non-Reasoning) better than Ministral 3B?

Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.5 to 25.6 on the Noometry Index. Ministral 3B costs 39× less per token, which makes it the better buy when Grok 4.20 (Non-Reasoning)'s lead doesn't matter for your workload.

Which is cheaper, Grok 4.20 (Non-Reasoning) or Ministral 3B?

Ministral 3B is cheaper. It lists at $0.04 per million input tokens and $0.04 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 Ministral 3B share?

4 benchmarks have published results for both models. Grok 4.20 (Non-Reasoning) has 46 scored results on Noometry and Ministral 3B has 6.

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