Model comparison

GLM-5 vs Kimi K2.5 Instant

GLM-5 is the stronger model overall, scoring 46.1 to 43.6 on the Noometry Index.

Last verified . 17 shared benchmarks.

GLM-5 Z.ai (Zhipu)

46.1

Rank #66 Confirmed

Kimi K2.5 Instant Moonshot AI

43.6

Rank #89 Confirmed

Summary

  • They share 17 benchmarks with published results for both. GLM-5 scores higher in 6 categories and Kimi K2.5 Instant in 2 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GLM-5 leads 52.3 to 40.2.

Side by side

GLM-5 and Kimi K2.5 Instant specifications
GLM-5Kimi K2.5 Instant
ProviderZ.ai (Zhipu)Moonshot AI
Noometry Index46.143.6
Released2026-02-11—
WeightsOpenOpen
Context window205K—
Max output131K—
Input $ / M tokens$1—
Output $ / M tokens$3.20—
Results tracked4518

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Category by category

Coding GLM-5 leads

GLM-5: 49.0 (#52), Kimi K2.5 Instant: 42.6 (#97)

Coding benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena WebDev14341404
LMArena Coding14611484
SWE-bench Verified72.1%—
SWE-bench Verified (bash only)72.8%—
SWE-bench Multilingual69.7%—
WeirdML48.2%—
ALE-Bench765.62—

Agentic & Tool Use Not comparable

GLM-5: 31.1 (#71), Kimi K2.5 Instant: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
Terminal-Bench52.4%—
τ²-bench Airline82.5%—
τ²-bench Banking9.8%—
τ²-bench Retail73.7%—
τ²-bench Telecom86.8%—
Vending-Bench 24,432—

Reasoning Kimi K2.5 Instant leads

GLM-5: 27.6 (#116), Kimi K2.5 Instant: 29.7 (#90)

Reasoning benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Hard Prompts14521443
ARC-AGI-24.9%—
SimpleBench53.2%—
Kagi LLM Benchmark75%—
NYT Connections (extended)74.8%—
ARC-AGI-144.7%—
Chess Puzzles10%—
Epoch Capabilities Index145.83—
ForecastBench61—

Math GLM-5 leads

GLM-5: 46.4 (#71), Kimi K2.5 Instant: 39.4 (#105)

Math benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Math14401442
MathArena Final-Answer Competitions65.7%—
OTIS Mock AIME 2024-202580%—
FrontierMath (Feb 2025 set)16.4%—
FrontierMath Tier 4 (v1)2.1%—

Knowledge GLM-5 leads

GLM-5: 52.3 (#64), Kimi K2.5 Instant: 40.2 (#123)

Knowledge benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Expert14541440
GPQA Diamond87.8%—
Vectara Hallucination Rate10.1%—

Multimodal Not comparable

GLM-5: —, Kimi K2.5 Instant: 40.2 (#50)

Multimodal benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Vision—1254

Multilingual GLM-5 leads

GLM-5: 53.7 (#58), Kimi K2.5 Instant: 52.0 (#94)

Multilingual benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Non-English14301406
LMArena Chinese15111449
LMArena French14551403
LMArena German14451413
LMArena Korean14231378
LMArena Russian14361404
LMArena Spanish14541447
LMArena Japanese1416—

Instruction Following Too close to call

GLM-5: 75.2 (#67), Kimi K2.5 Instant: 75.3 (#65)

Instruction Following benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Instruction Following14281430

Long Context Too close to call

GLM-5: 44.7 (#60), Kimi K2.5 Instant: 43.9 (#83)

Long Context benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Longer Query14461435
CL-bench18.7%—

Writing & Preference GLM-5 leads

GLM-5: 66.0 (#38), Kimi K2.5 Instant: 60.6 (#95)

Writing & Preference benchmarks
BenchmarkGLM-5Kimi K2.5 Instant
LMArena Text14461420
LMArena Creative Writing14391381
LMArena Multi-Turn14561427
EQ-Bench Creative Writing1601—

Frequently asked questions

Is GLM-5 better than Kimi K2.5 Instant?

GLM-5 is the stronger model overall, scoring 46.1 to 43.6 on the Noometry Index.

Is GLM-5 or Kimi K2.5 Instant better for coding?

GLM-5 scores higher on coding benchmarks: 49.0 versus 42.6 in the Noometry coding category.

How many benchmarks do GLM-5 and Kimi K2.5 Instant share?

17 benchmarks have published results for both models. GLM-5 has 45 scored results on Noometry and Kimi K2.5 Instant has 18.

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