Model comparison

Kimi K2.5 Instant vs Mistral 7B

Kimi K2.5 Instant is the stronger model overall, scoring 42.9 to 22.9 on the Noometry Index.

Last verified . 15 shared benchmarks.

Kimi K2.5 Instant Moonshot AI

42.9

Rank #92 Confirmed

Mistral 7B Mistral AI

22.9

Rank #346 Confirmed

Summary

  • They share 15 benchmarks with published results for both. Kimi K2.5 Instant scores higher in 8 categories and Mistral 7B in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Kimi K2.5 Instant leads 39.5 to 7.3.

Side by side

Kimi K2.5 Instant and Mistral 7B specifications
Kimi K2.5 InstantMistral 7B
ProviderMoonshot AIMistral AI
Noometry Index42.922.9
Released—2023-09-27
WeightsOpenOpen
Context window—8K
Max output—8K
Input $ / M tokens—$0.25
Output $ / M tokens—$0.25
Results tracked1837

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Category by category

Coding Kimi K2.5 Instant leads

Kimi K2.5 Instant: 42.3 (#95), Mistral 7B: 25.9 (#321)

Coding benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Coding14831082
LMArena WebDev1404—
BigCodeBench Instruct—19.5%
BigCodeBench Complete—27.3%
HumanEval+—36%
MBPP+—42.1%

Reasoning Kimi K2.5 Instant leads

Kimi K2.5 Instant: 28.5 (#88), Mistral 7B: 12.6 (#331)

Reasoning benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Hard Prompts14431067
Chess Puzzles—0%
DTBench—42.5%
Adversarial NLI—47.1%
BIG-Bench Hard—56.1%
Epoch Capabilities Index—111.97
HellaSwag—81%
PIQA—83%
WinoGrande—75.3%

Math Kimi K2.5 Instant leads

Kimi K2.5 Instant: 36.6 (#105), Mistral 7B: 7.6 (#319)

Math benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Math14431085
OTIS Mock AIME 2024-2025—0.3%
MATH Level 5—3.7%
GSM8K—54.4%

Knowledge Kimi K2.5 Instant leads

Kimi K2.5 Instant: 39.5 (#121), Mistral 7B: 7.3 (#306)

Knowledge benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Expert14381036
GPQA Diamond—15.2%
ARC (AI2) Challenge—78.6%
BoolQ—87.4%
MMLU—62.5%
OpenBookQA—79.8%
TriviaQA—75.2%

Multimodal Not comparable

Kimi K2.5 Instant: 39.5 (#47), Mistral 7B: —

Multimodal benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Vision1254—

Multilingual Kimi K2.5 Instant leads

Kimi K2.5 Instant: 52.2 (#89), Mistral 7B: 26.0 (#278)

Multilingual benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Non-English14061012
LMArena Chinese14501009
LMArena French14031036
LMArena German1413987
LMArena Russian14041018
LMArena Spanish14481026
LMArena Japanese—878
LMArena Korean1378—

Instruction Following Kimi K2.5 Instant leads

Kimi K2.5 Instant: 75.5 (#61), Mistral 7B: 54.5 (#275)

Instruction Following benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Instruction Following14301060

Long Context Kimi K2.5 Instant leads

Kimi K2.5 Instant: 43.8 (#82), Mistral 7B: 32.2 (#266)

Long Context benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Longer Query14351060

Writing & Preference Kimi K2.5 Instant leads

Kimi K2.5 Instant: 60.8 (#91), Mistral 7B: 30.9 (#281)

Writing & Preference benchmarks
BenchmarkKimi K2.5 InstantMistral 7B
LMArena Text14201090
LMArena Creative Writing13791068
LMArena Multi-Turn14271062

Frequently asked questions

Is Kimi K2.5 Instant better than Mistral 7B?

Kimi K2.5 Instant is the stronger model overall, scoring 42.9 to 22.9 on the Noometry Index.

Is Kimi K2.5 Instant or Mistral 7B better for coding?

Kimi K2.5 Instant scores higher on coding benchmarks: 42.3 versus 25.9 in the Noometry coding category.

How many benchmarks do Kimi K2.5 Instant and Mistral 7B share?

15 benchmarks have published results for both models. Kimi K2.5 Instant has 18 scored results on Noometry and Mistral 7B has 37.

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