Model comparison

Kimi K2.5 vs Llama 3.2 90B

Kimi K2.5 is the stronger model overall, scoring 48.1 to 27.5 on the Noometry Index.

Last verified . 5 shared benchmarks.

Kimi K2.5 Moonshot AI

48.1

Rank #57 Confirmed

Llama 3.2 90B Meta

27.5

Rank #331 Confirmed

Summary

  • They share 5 benchmarks with published results for both. Kimi K2.5 scores higher in 5 categories and Llama 3.2 90B in 0 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in math, where Kimi K2.5 leads 51.8 to 11.1.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 92.2% for Kimi K2.5 and 2.6% for Llama 3.2 90B.

Side by side

Kimi K2.5 and Llama 3.2 90B specifications
Kimi K2.5Llama 3.2 90B
ProviderMoonshot AIMeta
Noometry Index48.127.5
Released2026-01-272024-09-24
WeightsOpenOpen
Context window262K—
Max output262K—
Input $ / M tokens$0.45—
Output $ / M tokens$2.25—
Results tracked519

Sponsored placements are available on pages like this one. Advertise on Noometry

Category by category

Coding Not comparable

Kimi K2.5: 48.8 (#53), Llama 3.2 90B: —

Coding benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
SWE-bench Verified73.8%—
SWE-bench Verified (bash only)70.8%—
LMArena WebDev1437—
SWE-bench Multilingual67.3%—
SciCode49%—
WeirdML45.6%—
LMArena Coding1474—
ALE-Bench821.65—

Agentic & Tool Use Kimi K2.5 leads

Kimi K2.5: 34.2 (#48), Llama 3.2 90B: 30.0 (#80)

Agentic & Tool Use benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
Terminal-Bench43.2%—
OSWorld63.3%—
BALROG—27.3%
Vending-Bench 21,198—

Reasoning Kimi K2.5 leads

Kimi K2.5: 31.2 (#80), Llama 3.2 90B: 21.7 (#217)

Reasoning benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
EnigmaEval3.4%0.4%
Epoch Capabilities Index148.03125.5
ARC-AGI-211.8%—
SimpleBench46.8%—
Kagi LLM Benchmark78.5%—
NYT Connections (extended)69.9%—
ARC-AGI-165.3%—
CritPt3.1%—
Chess Puzzles12%—
Thematic Generalization69.4%—
LMArena Hard Prompts1453—

Math Kimi K2.5 leads

Kimi K2.5: 51.8 (#53), Llama 3.2 90B: 11.1 (#308)

Math benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
OTIS Mock AIME 2024-202592.2%2.6%
MathArena Final-Answer Competitions62.3%—
LMArena Math1470—
MATH Level 5—39.4%
FrontierMath (Feb 2025 set)27.9%—
FrontierMath Tier 4 (v1)4.2%—

Knowledge Kimi K2.5 leads

Kimi K2.5: 53.6 (#56), Llama 3.2 90B: 21.7 (#274)

Knowledge benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
GPQA Diamond87.6%41%
Humanity's Last Exam24.4%—
SimpleQA Verified34.3%—
Vectara Hallucination Rate14.2%—
LMArena Expert1466—
MMLU—80.3%

Multimodal Kimi K2.5 leads

Kimi K2.5: 41.1 (#39), Llama 3.2 90B: 25.4 (#124)

Multimodal benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
LMArena Vision12691000
GeoBench—52%
LMArena Document1430—

Multilingual Not comparable

Kimi K2.5: 53.9 (#53), Llama 3.2 90B: —

Multilingual benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
LMArena Non-English1433—
LMArena Chinese1495—
LMArena French1454—
LMArena German1441—
LMArena Japanese1421—
LMArena Korean1410—
LMArena Russian1435—
LMArena Spanish1450—

Instruction Following Not comparable

Kimi K2.5: 75.3 (#64), Llama 3.2 90B: —

Instruction Following benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
LMArena Instruction Following1431—

Long Context Not comparable

Kimi K2.5: 52.1 (#7), Llama 3.2 90B: —

Long Context benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
Fiction.LiveBench86.1%—
CL-bench19.3%—
CL-bench Life13.2%—
LMArena Longer Query1445—

Writing & Preference Not comparable

Kimi K2.5: 65.1 (#53), Llama 3.2 90B: —

Writing & Preference benchmarks
BenchmarkKimi K2.5Llama 3.2 90B
LMArena Text1445—
LMArena Creative Writing1423—
EQ-Bench Creative Writing1579—
LMArena Multi-Turn1444—

Frequently asked questions

Is Kimi K2.5 better than Llama 3.2 90B?

Kimi K2.5 is the stronger model overall, scoring 48.1 to 27.5 on the Noometry Index.

How many benchmarks do Kimi K2.5 and Llama 3.2 90B share?

5 benchmarks have published results for both models. Kimi K2.5 has 51 scored results on Noometry and Llama 3.2 90B has 9.

Related comparisons

Go deeper