Model comparison

Codellama 70b Instruct vs MiniMax-M2.1

MiniMax-M2.1 is the stronger model overall, scoring 38.9 to 33.7 on the Noometry Index.

Last verified . 4 shared benchmarks.

Codellama 70b Instruct Meta

33.7

Rank #237 Confirmed

MiniMax-M2.1 MiniMax

38.9

Rank #178 Confirmed

Summary

  • They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and MiniMax-M2.1 in 4 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where MiniMax-M2.1 leads 50.0 to 24.8.

Side by side

Codellama 70b Instruct and MiniMax-M2.1 specifications
Codellama 70b InstructMiniMax-M2.1
ProviderMetaMiniMax
Noometry Index33.738.9
Released—2025-12-23
WeightsOpenOpen
Context window—205K
Max output—131K
Input $ / M tokens—$0.30
Output $ / M tokens—$1.20
Results tracked722

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Category by category

Coding MiniMax-M2.1 leads

Codellama 70b Instruct: 37.6 (#193), MiniMax-M2.1: 40.4 (#143)

Coding benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
LMArena WebDev—1384
BigCodeBench Instruct40.7%—
LMArena Coding—1421
BigCodeBench Complete49.6%—
ALE-Bench—623.83
HumanEval+65.9%—

Agentic & Tool Use Not comparable

Codellama 70b Instruct: —, MiniMax-M2.1: 27.9 (#98)

Agentic & Tool Use benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
Terminal-Bench—36.6%

Reasoning Codellama 70b Instruct leads

Codellama 70b Instruct: 20.1 (#242), MiniMax-M2.1: 16.6 (#302)

Reasoning benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
LMArena Hard Prompts10521411
NYT Connections (extended)—11.2%

Math Not comparable

Codellama 70b Instruct: —, MiniMax-M2.1: 38.3 (#138)

Math benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
LMArena Math—1397

Knowledge Not comparable

Codellama 70b Instruct: —, MiniMax-M2.1: 38.3 (#147)

Knowledge benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
Vectara Hallucination Rate—11.8%
LMArena Expert—1431

Multilingual MiniMax-M2.1 leads

Codellama 70b Instruct: 24.8 (#288), MiniMax-M2.1: 50.0 (#128)

Multilingual benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
LMArena Non-English9921378
LMArena Chinese—1430
LMArena French—1404
LMArena German—1381
LMArena Japanese—1287
LMArena Korean—1298
LMArena Russian—1387
LMArena Spanish—1397

Instruction Following MiniMax-M2.1 leads

Codellama 70b Instruct: 51.9 (#293), MiniMax-M2.1: 73.8 (#112)

Instruction Following benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
LMArena Instruction Following10241400

Long Context Not comparable

Codellama 70b Instruct: —, MiniMax-M2.1: 43.2 (#101)

Long Context benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
LMArena Longer Query—1416

Writing & Preference MiniMax-M2.1 leads

Codellama 70b Instruct: 33.4 (#277), MiniMax-M2.1: 58.3 (#120)

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructMiniMax-M2.1
LMArena Text10571392
LMArena Creative Writing—1361
LMArena Multi-Turn—1396

Frequently asked questions

Is Codellama 70b Instruct better than MiniMax-M2.1?

MiniMax-M2.1 is the stronger model overall, scoring 38.9 to 33.7 on the Noometry Index.

Is Codellama 70b Instruct or MiniMax-M2.1 better for coding?

MiniMax-M2.1 scores higher on coding benchmarks: 40.4 versus 37.6 in the Noometry coding category.

How many benchmarks do Codellama 70b Instruct and MiniMax-M2.1 share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and MiniMax-M2.1 has 22.

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