Model comparison

Grok 4.20 Multi-Agent vs Mistral Medium 3.5

Grok 4.20 Multi-Agent is the stronger model overall, scoring 46.2 to 40.2 on the Noometry Index.

Last verified . 18 shared benchmarks.

Grok 4.20 Multi-Agent xAI

46.2

Rank #65 Confirmed

Mistral Medium 3.5 Mistral AI

40.2

Rank #152 Confirmed

Summary

  • They share 18 benchmarks with published results for both. Grok 4.20 Multi-Agent scores higher in 9 categories and Mistral Medium 3.5 in 0 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Grok 4.20 Multi-Agent leads 43.9 to 17.3.
  • The biggest single-benchmark swing is NYT Connections (extended): 89.6% for Grok 4.20 Multi-Agent and 12.9% for Mistral Medium 3.5.
  • Grok 4.20 Multi-Agent is cheaper at $1.25 / $2.50 per million input/output tokens, against $1.50 / $7.50 for Mistral Medium 3.5.
  • Grok 4.20 Multi-Agent accepts more context: 1M tokens versus 262K.
  • Mistral Medium 3.5 has downloadable open weights; the other is API-only.

Side by side

Grok 4.20 Multi-Agent and Mistral Medium 3.5 specifications
Grok 4.20 Multi-AgentMistral Medium 3.5
ProviderxAIMistral AI
Noometry Index46.240.2
Released2026-03-09—
WeightsProprietaryOpen
Context window1M262K
Max output30K210K
Input $ / M tokens$1.25$1.50
Output $ / M tokens$2.50$7.50
Results tracked2022

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Category by category

Coding Grok 4.20 Multi-Agent leads

Grok 4.20 Multi-Agent: 43.0 (#92), Mistral Medium 3.5: 36.0 (#213)

Coding benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Coding14571461
LMArena WebDev—1264

Agentic & Tool Use Not comparable

Grok 4.20 Multi-Agent: —, Mistral Medium 3.5: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Search1204—

Reasoning Grok 4.20 Multi-Agent leads

Grok 4.20 Multi-Agent: 43.9 (#48), Mistral Medium 3.5: 17.3 (#295)

Reasoning benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
NYT Connections (extended)89.6%12.9%
LMArena Hard Prompts14481436
Kagi LLM Benchmark—41.4%
Epoch Capabilities Index—141.35

Math Too close to call

Grok 4.20 Multi-Agent: 39.4 (#104), Mistral Medium 3.5: 39.1 (#113)

Math benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Math14421431

Knowledge Too close to call

Grok 4.20 Multi-Agent: 40.4 (#119), Mistral Medium 3.5: 40.0 (#126)

Knowledge benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Expert14451432

Multimodal Grok 4.20 Multi-Agent leads

Grok 4.20 Multi-Agent: 40.5 (#48), Mistral Medium 3.5: 38.3 (#65)

Multimodal benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Vision12591223

Multilingual Grok 4.20 Multi-Agent leads

Grok 4.20 Multi-Agent: 54.4 (#43), Mistral Medium 3.5: 51.9 (#100)

Multilingual benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Non-English14401404
LMArena Chinese14751442
LMArena French14661448
LMArena German14561451
LMArena Korean14161385
LMArena Russian14571395
LMArena Spanish14471409
LMArena Japanese1405—

Instruction Following Too close to call

Grok 4.20 Multi-Agent: 74.8 (#84), Mistral Medium 3.5: 74.6 (#90)

Instruction Following benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Instruction Following14201415

Long Context Too close to call

Grok 4.20 Multi-Agent: 43.7 (#88), Mistral Medium 3.5: 43.2 (#103)

Long Context benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Longer Query14311415

Writing & Preference Grok 4.20 Multi-Agent leads

Grok 4.20 Multi-Agent: 64.0 (#59), Mistral Medium 3.5: 58.5 (#117)

Writing & Preference benchmarks
BenchmarkGrok 4.20 Multi-AgentMistral Medium 3.5
LMArena Text14501421
LMArena Creative Writing14361374
LMArena Multi-Turn14521423
EQ-Bench 4—993

Frequently asked questions

Is Grok 4.20 Multi-Agent better than Mistral Medium 3.5?

Grok 4.20 Multi-Agent is the stronger model overall, scoring 46.2 to 40.2 on the Noometry Index.

Which is cheaper, Grok 4.20 Multi-Agent or Mistral Medium 3.5?

Grok 4.20 Multi-Agent is cheaper. It lists at $1.25 per million input tokens and $2.50 per million output tokens; Mistral Medium 3.5 lists at $1.50 and $7.50.

Is Grok 4.20 Multi-Agent or Mistral Medium 3.5 better for coding?

Grok 4.20 Multi-Agent scores higher on coding benchmarks: 43.0 versus 36.0 in the Noometry coding category.

Which has the bigger context window?

Grok 4.20 Multi-Agent does, with 1M tokens against 262K.

How many benchmarks do Grok 4.20 Multi-Agent and Mistral Medium 3.5 share?

18 benchmarks have published results for both models. Grok 4.20 Multi-Agent has 20 scored results on Noometry and Mistral Medium 3.5 has 22.

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