Model comparison
Claude 3 Sonnet vs Kimi K2 Thinking Turbo
Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.4 to 28.8 on the Noometry Index.
Last verified . 19 shared benchmarks.
Summary
- They share 19 benchmarks with published results for both. Claude 3 Sonnet scores higher in 0 categories and Kimi K2 Thinking Turbo in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Kimi K2 Thinking Turbo leads 45.5 to 10.0.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 2.5% for Claude 3 Sonnet and 83.1% for Kimi K2 Thinking Turbo.
- Kimi K2 Thinking Turbo has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | Kimi K2 Thinking Turbo | |
|---|---|---|
| Provider | Anthropic | Moonshot AI |
| Noometry Index | 28.8 | 45.4 |
| Released | 2024-02-29 | 2025-11-06 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 21 |
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Category by category
Coding Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 29.2 (#296), Kimi K2 Thinking Turbo: 38.1 (#166)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Coding | 1223 | 1454 |
| LMArena WebDev | — | 1322 |
| WeirdML | 10.2% | — |
| BigCodeBench Instruct | 42.7% | — |
| BigCodeBench Complete | 53.8% | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 19.7 (#232), Kimi K2 Thinking Turbo: 31.4 (#72)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Hard Prompts | 1197 | 1428 |
| Chess Puzzles | — | 20% |
| DTBench | 53.6% | — |
| Epoch Capabilities Index | 120.69 | — |
| WinoGrande | 75.1% | — |
Math Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 10.0 (#305), Kimi K2 Thinking Turbo: 45.5 (#62)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.5% | 83.1% |
| LMArena Math | 1213 | 1429 |
| MATH Level 5 | 18.2% | — |
Knowledge Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 21.1 (#271), Kimi K2 Thinking Turbo: 50.9 (#64)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| GPQA Diamond | 40.6% | 84.2% |
| LMArena Expert | 1173 | 1439 |
| MMLU | 75.9% | — |
Multimodal Not comparable
Claude 3 Sonnet: 24.7 (#120), Kimi K2 Thinking Turbo: —
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 38.0 (#229), Kimi K2 Thinking Turbo: 51.6 (#104)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Non-English | 1205 | 1398 |
| LMArena Chinese | 1188 | 1457 |
| LMArena French | 1228 | 1425 |
| LMArena German | 1204 | 1390 |
| LMArena Japanese | 1131 | 1356 |
| LMArena Korean | 1128 | 1329 |
| LMArena Russian | 1227 | 1390 |
| LMArena Spanish | 1204 | 1407 |
Instruction Following Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 63.1 (#230), Kimi K2 Thinking Turbo: 74.2 (#103)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Instruction Following | 1200 | 1403 |
Long Context Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 36.7 (#223), Kimi K2 Thinking Turbo: 43.2 (#99)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Longer Query | 1211 | 1415 |
Writing & Preference Kimi K2 Thinking Turbo leads
Claude 3 Sonnet: 42.3 (#233), Kimi K2 Thinking Turbo: 60.2 (#99)
| Benchmark | Claude 3 Sonnet | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Text | 1218 | 1415 |
| LMArena Creative Writing | 1186 | 1373 |
| LMArena Multi-Turn | 1227 | 1414 |
Frequently asked questions
Is Claude 3 Sonnet better than Kimi K2 Thinking Turbo?
Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.4 to 28.8 on the Noometry Index.
Is Claude 3 Sonnet or Kimi K2 Thinking Turbo better for coding?
Kimi K2 Thinking Turbo scores higher on coding benchmarks: 38.1 versus 29.2 in the Noometry coding category.
How many benchmarks do Claude 3 Sonnet and Kimi K2 Thinking Turbo share?
19 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Kimi K2 Thinking Turbo has 21.