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Claude Opus 5.5
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Kimi K3
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Grok 4.20 Beta
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Gemma 4 31B
Step 5 PreviewClaude Fable 5.1 vs Kimi K3
- Claude Fable 5.1 rates higher on LMArena’s text leaderboard: 1513 against 1475.
- Kimi K3 is cheaper: $0.24 / $11 per million input / output tokens, against $10 / $50 for Claude Fable 5.1.
- On the 10 Vals AI benchmarks both have taken, Claude Fable 5.1 wins 10 and Kimi K3 wins 0.
LatestKimi K3 1475
Side by side
Models (2/6)
- Claude Fable 5.1
- Kimi K3
| Benchmark | Claude Fable 5.1 | Kimi K3 |
|---|---|---|
| The model | ||
| Lab | Anthropic | Moonshot AI |
| Released | 2026-09-01 | 2026-07-16 |
| Weights | Proprietary | Open |
| Context window | 1M | 1M |
| Input, per 1M tokens | $10 | $0.24 |
| Output, per 1M tokens | $50 | $10.80 |
| LMArena, people’s votes | ||
| LMArena TextMillions of people compare two anonymous models side by side and vote for the better answer | 1513#3 of 351 | 1475#25 of 351 |
| LMArena WebDevPeople ask two anonymous models to build the same web app, try both and vote for the better one | 1743#5 of 124 | 1655#17 of 124 |
| LMArena VisionSide-by-side votes on prompts that include an image | 1320#4 of 146 | — |
| LMArena CodingLMArena’s text votes on prompts that ask for code | 1531#7 of 346 | 1508#16 of 346 |
| LMArena MathLMArena’s text votes on math prompts | 1532#3 of 339 | 1493#20 of 339 |
| LMArena Creative writingLMArena’s text votes on stories, poems and other creative writing | 1510#3 of 349 | 1456#28 of 349 |
| LMArena Hard promptsLMArena’s text votes on the hardest prompts | 1528#3 of 351 | 1495#17 of 351 |
| LMArena Instruction followingLMArena’s text votes on prompts with specific instructions to follow | 1519#4 of 351 | 1485#16 of 351 |
| Vals AI, overall | ||
| Vals IndexVals AI’s headline score | — | 52.95%#20 of 27 |
| Vals AI, coding | ||
| Terminal-Bench 4.0Frontier-difficulty tasks an agent completes in a real terminal | 58.08%#5 of 55 | 17.17%#34 of 55 |
| SWE-benchReal GitHub issues from open-source projects | — | 93.40%#8 of 85 |
| Vibe Code BenchBuilding complete web apps from a plain-language brief, graded on whether the app works | 90.26%#6 of 115 | 84.97%#16 of 115 |
| Code MigrationRewriting working programs in a new language, graded on whether the new program still passes its tests | — | 28.59%#23 of 28 |
| LiveCodeBenchFresh competitive programming problems, collected after models’ training cut-offs to avoid contamination | 90.52%#1 of 143 | 87.19%#18 of 143 |
| Vals AI, finance | ||
| Finance AgentThe core tasks of a financial analyst, done as an agent with research tools | — | 60.01%#21 of 31 |
| Finance IndexVals AI’s composite of finance tasks | — | 57.95%#11 of 31 |
| Tax Agent BenchAgentic research into US corporate tax questions | 49.19%#2 of 76 | 33.37%#15 of 76 |
| Vals AI, law | ||
| Legal IndexVals AI’s composite of legal tasks | — | 71.72%#10 of 28 |
| Legal Research BenchAgentic US legal research | 55.29%#3 of 85 | 46.15%#16 of 85 |
| Vals AI, medicine | ||
| MedCodeAssigning the right medical billing codes from clinical notes | 53.51%#8 of 107 | 49.36%#23 of 107 |
| Vals AI, reasoning | ||
| GPQA DiamondGraduate-level questions in biology, physics and chemistry that experts answer well and search does not | 93.43%#9 of 138 | 92.93%#12 of 138 |
| MMLU-ProHarder, reasoning-focused multiple choice across 14 subjects, from law to engineering | 92.38%#1 of 138 | 87.97%#22 of 138 |
| MMMUCollege-level questions that need both an image and text | 90.64%#1 of 93 | 88.15%#11 of 93 |
| Terminal-Bench ScienceExpert-written scientific research workflows, run by an agent in a terminal | 40.00%#6 of 42 | 1.43%#38 of 42 |
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Questions
Which is better, Claude Fable 5.1 or Kimi K3?
Claude Fable 5.1 rates higher on LMArena’s text leaderboard: 1513 against 1475. Kimi K3 is cheaper: $0.24 / $11 per million input / output tokens, against $10 / $50 for Claude Fable 5.1. On the 10 Vals AI benchmarks both have taken, Claude Fable 5.1 wins 10 and Kimi K3 wins 0.
Which is cheaper, Claude Fable 5.1 or Kimi K3?
Kimi K3 is cheaper: $0.24 / $11 per million input / output tokens, against $10 / $50 for Claude Fable 5.1.