# GLM-5.3-Flash vs Kimi K2 Thinking Turbo

> GLM-5.3-Flash is the stronger model overall, scoring 49.6 to 45.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-5-3-flash-vs-kimi-k2-thinking-turbo
- Last updated: 2026-10-10
- Shared benchmarks: 21

## Summary

- They share 21 benchmarks with published results for both. GLM-5.3-Flash scores higher in 8 categories and Kimi K2 Thinking Turbo in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in coding, where GLM-5.3-Flash leads 53.7 to 38.1.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 93.9% for GLM-5.3-Flash and 83.1% for Kimi K2 Thinking Turbo.

## Snapshot

| | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| Provider | Z.ai (Zhipu) | Moonshot AI |
| Noometry Index | 49.6 | 45.4 |
| Rank | 45 | 63 |
| Context | 1M | — |
| Input $/M | $0.15 | — |
| Output $/M | $0.50 | — |
| Weights | Open | Open |

## Coding

- GLM-5.3-Flash: 53.7 (#26)
- Kimi K2 Thinking Turbo: 38.1 (#166)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena WebDev | 1614 | 1322 |
| LMArena Coding | 1506 | 1454 |
| DeepSWE | 63.4% | — |
| FrontierCode | 31.8% | — |
| SciCode | 51.6% | — |
| ALE-Bench | 303.55 | — |

## Agentic & Tool Use

- GLM-5.3-Flash: 34.3 (#41)
- Kimi K2 Thinking Turbo: —

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| APEX-Agents | 52.8% | — |
| GDP.pdf | 14% | — |

## Reasoning

- GLM-5.3-Flash: 31.7 (#69)
- Kimi K2 Thinking Turbo: 31.4 (#72)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| Chess Puzzles | 14% | 20% |
| LMArena Hard Prompts | 1490 | 1428 |
| CritPt | 15.4% | — |
| Mystery Game Puzzles | 8% | — |
| Surface Evolver Bench | 52.5% | — |
| Bench to the Future 3 | 0.15 | — |
| Epoch Capabilities Index | 151.9 | — |

## Math

- GLM-5.3-Flash: 53.1 (#38)
- Kimi K2 Thinking Turbo: 45.5 (#62)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 93.9% | 83.1% |
| LMArena Math | 1499 | 1429 |
| FrontierMath (Tiers 1-3) | 55.8% | — |
| FrontierMath Tier 4 | 17.1% | — |
| ProofBench | 21% | — |

## Knowledge

- GLM-5.3-Flash: 58.4 (#33)
- Kimi K2 Thinking Turbo: 50.9 (#64)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| GPQA Diamond | 90.2% | 84.2% |
| LMArena Expert | 1512 | 1439 |

## Multimodal

- GLM-5.3-Flash: 42.6 (#25)
- Kimi K2 Thinking Turbo: —

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Vision | 1304 | — |

## Multilingual

- GLM-5.3-Flash: 56.2 (#24)
- Kimi K2 Thinking Turbo: 51.6 (#104)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Non-English | 1462 | 1398 |
| LMArena Chinese | 1529 | 1457 |
| LMArena French | 1495 | 1425 |
| LMArena German | 1457 | 1390 |
| LMArena Japanese | 1420 | 1356 |
| LMArena Korean | 1443 | 1329 |
| LMArena Russian | 1472 | 1390 |
| LMArena Spanish | 1471 | 1407 |

## Instruction Following

- GLM-5.3-Flash: 77.8 (#17)
- Kimi K2 Thinking Turbo: 74.2 (#103)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Instruction Following | 1480 | 1403 |

## Long Context

- GLM-5.3-Flash: 45.3 (#41)
- Kimi K2 Thinking Turbo: 43.2 (#99)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Longer Query | 1479 | 1415 |

## Writing & Preference

- GLM-5.3-Flash: 65.4 (#49)
- Kimi K2 Thinking Turbo: 60.2 (#99)

| Benchmark | GLM-5.3-Flash | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Text | 1471 | 1415 |
| LMArena Creative Writing | 1440 | 1373 |
| LMArena Multi-Turn | 1471 | 1414 |

## FAQ

### Is GLM-5.3-Flash better than Kimi K2 Thinking Turbo?

GLM-5.3-Flash is the stronger model overall, scoring 49.6 to 45.4 on the Noometry Index.

### Is GLM-5.3-Flash or Kimi K2 Thinking Turbo better for coding?

GLM-5.3-Flash scores higher on coding benchmarks: 53.7 versus 38.1 in the Noometry coding category.

### How many benchmarks do GLM-5.3-Flash and Kimi K2 Thinking Turbo share?

21 benchmarks have published results for both models. GLM-5.3-Flash has 36 scored results on Noometry and Kimi K2 Thinking Turbo has 21.