# Gemini 2.5 Flash vs Kimi K2.6

> Kimi K2.6 is the stronger model overall, scoring 47.7 to 39.3 on the Noometry Index. Gemini 2.5 Flash costs 2.0× less per token, which makes it the better buy when Kimi K2.6's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/gemini-2-5-flash-vs-kimi-k2-6
- Last updated: 2026-10-10
- Shared benchmarks: 30

## Summary

- They share 30 benchmarks with published results for both. Gemini 2.5 Flash scores higher in 3 categories and Kimi K2.6 in 7 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Kimi K2.6 leads 40.5 to 18.1.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 73.1% for Gemini 2.5 Flash and 96.1% for Kimi K2.6.
- Gemini 2.5 Flash is cheaper at $0.30 / $2.50 per million input/output tokens, against $0.95 / $4 for Kimi K2.6.
- Gemini 2.5 Flash accepts more context: 1.05M tokens versus 262K.
- Kimi K2.6 has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| Provider | Google | Moonshot AI |
| Noometry Index | 39.3 | 47.7 |
| Rank | 170 | 60 |
| Context | 1.05M | 262K |
| Input $/M | $0.30 | $0.95 |
| Output $/M | $2.50 | $4 |
| Weights | Proprietary | Open |

## Coding

- Gemini 2.5 Flash: 35.8 (#220)
- Kimi K2.6: 50.7 (#43)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| WeirdML | 41.9% | 55.9% |
| LMArena Coding | 1424 | 1488 |
| ALE-Bench | 661.88 | 1,093 |
| SWE-bench Verified | — | 76.7% |
| SWE-bench Verified (bash only) | 28.7% | — |
| Aider Polyglot | 55.1% | — |
| LMArena WebDev | — | 1509 |
| SciCode | — | 53.5% |

## Agentic & Tool Use

- Gemini 2.5 Flash: 30.8 (#74)
- Kimi K2.6: 21.9 (#137)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| Vending-Bench 2 | 548.84 | 6,205 |
| Terminal-Bench | 17.1% | — |
| Berkeley Function Calling Leaderboard | 56.2% | — |
| OSWorld 2.0 | — | 4.6% |
| TheAgentCompany | 41.1% | — |
| BALROG | 33.5% | — |
| ExploitBench | — | 18.4% |
| GBAEval | — | 0.9% |
| GDP.pdf | — | 12% |

## Reasoning

- Gemini 2.5 Flash: 18.1 (#286)
- Kimi K2.6: 40.5 (#55)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| CritPt | 1.1% | 8% |
| LMArena Hard Prompts | 1422 | 1470 |
| DTBench | 76.5% | 90.9% |
| LMCA | 27.5% | 37.3% |
| Epoch Capabilities Index | 143.03 | 151.05 |
| ARC-AGI-2 | 2.5% | — |
| SimpleBench | 41.2% | — |
| Kagi LLM Benchmark | 56.8% | — |
| NYT Connections (extended) | — | 87.2% |
| ARC-AGI-1 | 33.3% | — |
| Chess Puzzles | — | 26% |
| EnigmaEval | 2.7% | — |
| EBR-Bench | — | 2.4% |
| Mystery Game Puzzles | — | 18% |
| ForecastBench | 60.6 | — |

## Math

- Gemini 2.5 Flash: 39.9 (#98)
- Kimi K2.6: 57.0 (#41)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 73.1% | 96.1% |
| LMArena Math | 1415 | 1475 |
| FrontierMath (Feb 2025 set) | 4.8% | 39% |
| FrontierMath Tier 4 (v1) | 4.2% | 14.6% |
| FrontierMath (Tiers 1-3) | — | 57.2% |
| FrontierMath Tier 4 | — | 25.6% |
| MathArena Final-Answer Competitions | — | 72.9% |
| ProofBench | — | 16% |
| Omni-MATH | 38.5% | — |

## Knowledge

- Gemini 2.5 Flash: 36.4 (#168)
- Kimi K2.6: 54.0 (#54)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| Vectara Hallucination Rate | 7.8% | 10.8% |
| LMArena Expert | 1426 | 1491 |
| GPQA Diamond | — | 90.8% |
| Humanity's Last Exam | 12.1% | — |
| SimpleQA Verified | — | 34.9% |
| MMLU-Pro | 63.9% | — |
| Confabulations | 16.8% | — |
| GPQA (HELM) | 39% | — |

## Multimodal

- Gemini 2.5 Flash: 41.8 (#32)
- Kimi K2.6: 31.6 (#103)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| LMArena Vision | 1253 | 1283 |
| GeoBench | 76% | — |
| VPCT | 46.2% | — |
| Blueprint-Bench 2 | — | 3.9% |
| Furniture Assembly | — | 21.7% |
| LMArena Document | — | 1451 |
| SpatialViz-Bench | 36.9% | — |

## Multilingual

- Gemini 2.5 Flash: 52.3 (#88)
- Kimi K2.6: 54.9 (#37)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| LMArena Non-English | 1409 | 1446 |
| LMArena Chinese | 1450 | 1521 |
| LMArena French | 1433 | 1471 |
| LMArena German | 1418 | 1450 |
| LMArena Japanese | 1405 | 1443 |
| LMArena Korean | 1385 | 1427 |
| LMArena Russian | 1415 | 1446 |
| LMArena Spanish | 1421 | 1464 |

## Instruction Following

- Gemini 2.5 Flash: 75.7 (#54)
- Kimi K2.6: 76.3 (#43)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| LMArena Instruction Following | 1405 | 1451 |
| IFEval | 89.8% | — |

## Long Context

- Gemini 2.5 Flash: 47.5 (#17)
- Kimi K2.6: 44.9 (#52)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| LMArena Longer Query | 1419 | 1468 |
| Fiction.LiveBench | 77.8% | — |

## Writing & Preference

- Gemini 2.5 Flash: 53.8 (#157)
- Kimi K2.6: 68.5 (#26)

| Benchmark | Gemini 2.5 Flash | Kimi K2.6 |
|---|---|---|
| LMArena Text | 1417 | 1455 |
| LMArena Creative Writing | 1400 | 1434 |
| EQ-Bench Creative Writing | 1137 | 1725 |
| LMArena Multi-Turn | 1408 | 1453 |
| Short-Story Creative Writing | 76.5% | — |
| WildBench | 81.7% | — |
| EQ-Bench 4 | — | 1202 |

## FAQ

### Is Gemini 2.5 Flash better than Kimi K2.6?

Kimi K2.6 is the stronger model overall, scoring 47.7 to 39.3 on the Noometry Index. Gemini 2.5 Flash costs 2.0× less per token, which makes it the better buy when Kimi K2.6's lead doesn't matter for your workload.

### Which is cheaper, Gemini 2.5 Flash or Kimi K2.6?

Gemini 2.5 Flash is cheaper. It lists at $0.30 per million input tokens and $2.50 per million output tokens; Kimi K2.6 lists at $0.95 and $4.

### Is Gemini 2.5 Flash or Kimi K2.6 better for coding?

Kimi K2.6 scores higher on coding benchmarks: 50.7 versus 35.8 in the Noometry coding category.

### Which has the bigger context window?

Gemini 2.5 Flash does, with 1.05M tokens against 262K.

### How many benchmarks do Gemini 2.5 Flash and Kimi K2.6 share?

30 benchmarks have published results for both models. Gemini 2.5 Flash has 54 scored results on Noometry and Kimi K2.6 has 51.