Model comparison
Gemini 2.5 Pro vs Kimi K2.6
Kimi K2.6 is the stronger model overall, scoring 47.7 to 45.0 on the Noometry Index.
Last verified . 38 shared benchmarks.
Summary
- They share 38 benchmarks with published results for both. Gemini 2.5 Pro scores higher in 5 categories and Kimi K2.6 in 5 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in math, where Kimi K2.6 leads 57.0 to 32.5.
- The biggest single-benchmark swing is FrontierMath (Tiers 1-3): 24.6% for Gemini 2.5 Pro and 57.2% for Kimi K2.6.
- Kimi K2.6 is cheaper at $0.95 / $4 per million input/output tokens, against $1.25 / $10 for Gemini 2.5 Pro.
- Gemini 2.5 Pro accepts more context: 1.05M tokens versus 262K.
- Kimi K2.6 has downloadable open weights; the other is API-only.
Side by side
| Gemini 2.5 Pro | Kimi K2.6 | |
|---|---|---|
| Provider | Moonshot AI | |
| Noometry Index | 45.0 | 47.7 |
| Released | 2025-03-25 | 2026-04-20 |
| Weights | Proprietary | Open |
| Context window | 1.05M | 262K |
| Max output | 66K | 262K |
| Input $ / M tokens | $1.25 | $0.95 |
| Output $ / M tokens | $10 | $4 |
| Results tracked | 78 | 51 |
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Category by category
Coding Kimi K2.6 leads
Gemini 2.5 Pro: 42.4 (#101), Kimi K2.6: 50.7 (#43)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| SWE-bench Verified | 57.6% | 76.7% |
| LMArena WebDev | 1227 | 1509 |
| SciCode | 42.8% | 53.5% |
| WeirdML | 54% | 55.9% |
| LMArena Coding | 1452 | 1488 |
| ALE-Bench | 785.52 | 1,093 |
| SWE-bench Verified (bash only) | 53.6% | — |
| Aider Polyglot | 83.1% | — |
| GSO | 3.9% | — |
| LiveBench Coding | 85.9% | — |
| CadEval | 64% | — |
| AlgoTune | 1.51 | — |
Agentic & Tool Use Gemini 2.5 Pro leads
Gemini 2.5 Pro: 29.2 (#88), Kimi K2.6: 21.9 (#137)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| Vending-Bench 2 | 573.64 | 6,205 |
| Terminal-Bench | 32.6% | — |
| OSWorld 2.0 | — | 4.6% |
| GDPval | 23.3% | — |
| Remote Labor Index | 0.8% | — |
| TheAgentCompany | 30.3% | — |
| τ²-bench Banking | 13.7% | — |
| DeepResearch Bench | 42.8% | — |
| BALROG | 43.3% | — |
| ExploitBench | — | 18.4% |
| GBAEval | — | 0.9% |
| GDP.pdf | — | 12% |
| LMArena Search | 1142 | — |
| METR Time Horizons | 55.4% | — |
Reasoning Kimi K2.6 leads
Gemini 2.5 Pro: 28.8 (#99), Kimi K2.6: 40.5 (#55)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| CritPt | 2% | 8% |
| Chess Puzzles | 20% | 26% |
| LMArena Hard Prompts | 1455 | 1470 |
| DTBench | 82.4% | 90.9% |
| LMCA | 34.8% | 37.3% |
| Epoch Capabilities Index | 145.32 | 151.05 |
| ARC-AGI-2 | 4.9% | — |
| SimpleBench | 62.4% | — |
| Kagi LLM Benchmark | 70.3% | — |
| NYT Connections (extended) | — | 87.2% |
| ARC-AGI-1 | 41% | — |
| EnigmaEval | 5.6% | — |
| EBR-Bench | — | 2.4% |
| LiveBench Reasoning | 89.8% | — |
| Mystery Game Puzzles | — | 18% |
| LiveBench Data Analysis | 79.9% | — |
| ForecastBench | 61.3 | — |
| LiveBench | 82.3% | — |
Math Kimi K2.6 leads
Gemini 2.5 Pro: 32.5 (#213), Kimi K2.6: 57.0 (#41)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| FrontierMath (Tiers 1-3) | 24.6% | 57.2% |
| FrontierMath Tier 4 | 0% | 25.6% |
| OTIS Mock AIME 2024-2025 | 84.7% | 96.1% |
| LMArena Math | 1450 | 1475 |
| FrontierMath (Feb 2025 set) | 14.1% | 39% |
| FrontierMath Tier 4 (v1) | 4.2% | 14.6% |
| MathArena Final-Answer Competitions | — | 72.9% |
| ProofBench | — | 16% |
| Omni-MATH | 41.6% | — |
| LiveBench Math | 90.2% | — |
| MATH Level 5 | 95.9% | — |
Knowledge Gemini 2.5 Pro leads
Gemini 2.5 Pro: 56.0 (#46), Kimi K2.6: 54.0 (#54)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| GPQA Diamond | 85.3% | 90.8% |
| Vectara Hallucination Rate | 7% | 10.8% |
| LMArena Expert | 1452 | 1491 |
| Humanity's Last Exam | 21.6% | — |
| SimpleQA Verified | — | 34.9% |
| MMLU-Pro | 86.3% | — |
| Confabulations | 10.6% | — |
| GPQA (HELM) | 74.9% | — |
Multimodal Gemini 2.5 Pro leads
Gemini 2.5 Pro: 45.2 (#18), Kimi K2.6: 31.6 (#103)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| LMArena Vision | 1263 | 1283 |
| LMArena Document | 1421 | 1451 |
| GeoBench | 86% | — |
| VPCT | 48% | — |
| Blueprint-Bench 2 | — | 3.9% |
| Furniture Assembly | — | 21.7% |
| SpatialViz-Bench | 44.7% | — |
Multilingual Too close to call
Gemini 2.5 Pro: 55.3 (#31), Kimi K2.6: 54.9 (#37)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| LMArena Non-English | 1451 | 1446 |
| LMArena Chinese | 1507 | 1521 |
| LMArena French | 1472 | 1471 |
| LMArena German | 1487 | 1450 |
| LMArena Japanese | 1461 | 1443 |
| LMArena Korean | 1434 | 1427 |
| LMArena Russian | 1461 | 1446 |
| LMArena Spanish | 1473 | 1464 |
Instruction Following Kimi K2.6 leads
Gemini 2.5 Pro: 75.0 (#75), Kimi K2.6: 76.3 (#43)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| LMArena Instruction Following | 1437 | 1451 |
| LiveBench Instruction Following | 80.6% | — |
| IFEval | 84% | — |
Long Context Gemini 2.5 Pro leads
Gemini 2.5 Pro: 59.8 (#5), Kimi K2.6: 44.9 (#52)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| LMArena Longer Query | 1449 | 1468 |
| Fiction.LiveBench | 91.7% | — |
Writing & Preference Kimi K2.6 leads
Gemini 2.5 Pro: 63.7 (#62), Kimi K2.6: 68.5 (#26)
| Benchmark | Gemini 2.5 Pro | Kimi K2.6 |
|---|---|---|
| LMArena Text | 1458 | 1455 |
| LMArena Creative Writing | 1454 | 1434 |
| EQ-Bench Creative Writing | 1421 | 1725 |
| LMArena Multi-Turn | 1453 | 1453 |
| Short-Story Creative Writing | 83.8% | — |
| WildBench | 85.7% | — |
| EQ-Bench 4 | — | 1202 |
| LiveBench Language | 67.8% | — |
Frequently asked questions
Is Gemini 2.5 Pro better than Kimi K2.6?
Kimi K2.6 is the stronger model overall, scoring 47.7 to 45.0 on the Noometry Index.
Which is cheaper, Gemini 2.5 Pro or Kimi K2.6?
Kimi K2.6 is cheaper. It lists at $0.95 per million input tokens and $4 per million output tokens; Gemini 2.5 Pro lists at $1.25 and $10.
Is Gemini 2.5 Pro or Kimi K2.6 better for coding?
Kimi K2.6 scores higher on coding benchmarks: 50.7 versus 42.4 in the Noometry coding category.
Which has the bigger context window?
Gemini 2.5 Pro does, with 1.05M tokens against 262K.
How many benchmarks do Gemini 2.5 Pro and Kimi K2.6 share?
38 benchmarks have published results for both models. Gemini 2.5 Pro has 78 scored results on Noometry and Kimi K2.6 has 51.