# Gemini 1.5 Flash (May 2024) vs Kimi K2.7 Code

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 33.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-1-5-flash-vs-kimi-k2-7-code
- Last updated: 2026-10-11
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Gemini 1.5 Flash (May 2024) scores higher in 1 category and Kimi K2.7 Code in 4 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in math, where Kimi K2.7 Code leads 52.9 to 22.1.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 16.3% for Gemini 1.5 Flash (May 2024) and 95.6% for Kimi K2.7 Code.
- Kimi K2.7 Code has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| Provider | Google | Moonshot AI |
| Noometry Index | 33.2 | 43.3 |
| Rank | 246 | 94 |
| Context | — | 262K |
| Input $/M | — | $0.95 |
| Output $/M | — | $4 |
| Weights | Proprietary | Open |

## Coding

- Gemini 1.5 Flash (May 2024): 34.4 (#236)
- Kimi K2.7 Code: 42.9 (#95)

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| WeirdML | 24.9% | 54.1% |
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| BigCodeBench Instruct | 43.5% | — |
| LMArena Coding | 1261 | — |
| BigCodeBench Complete | 55.1% | — |
| ALE-Bench | — | 886.23 |
| HumanEval+ | 75.6% | — |
| MBPP+ | 67.5% | — |

## Agentic & Tool Use

- Gemini 1.5 Flash (May 2024): 26.6 (#102)
- Kimi K2.7 Code: 24.0 (#122)

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| BALROG | 14.6% | — |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |

## Reasoning

- Gemini 1.5 Flash (May 2024): 21.7 (#215)
- Kimi K2.7 Code: 39.0 (#61)

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| Epoch Capabilities Index | 129.36 | 149.97 |
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LMArena Hard Prompts | 1257 | — |
| DTBench | 53.8% | — |
| Surface Evolver Bench | — | 48.8% |
| ForecastBench | 53.9 | — |
| PIQA | 87.5% | — |

## Math

- Gemini 1.5 Flash (May 2024): 22.1 (#281)
- Kimi K2.7 Code: 52.9 (#48)

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 16.3% | 95.6% |
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| Omni-MATH | 30.4% | — |
| LMArena Math | 1269 | — |
| MATH Level 5 | 61.9% | — |
| FrontierMath (Feb 2025 set) | 0% | — |
| GSM8K | 82.4% | — |

## Knowledge

- Gemini 1.5 Flash (May 2024): 26.2 (#260)
- Kimi K2.7 Code: 53.5 (#57)

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | 47.3% | 87.9% |
| SimpleQA Verified | — | 36.5% |
| MMLU-Pro | 67.8% | — |
| GPQA (HELM) | 43.7% | — |
| LMArena Expert | 1233 | — |
| BoolQ | 85.8% | — |
| MMLU | 77.9% | — |

## Multimodal

- Gemini 1.5 Flash (May 2024): 36.0 (#81)
- Kimi K2.7 Code: —

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| LMArena Vision | 1141 | — |
| Video-MME | 70.3% | — |
| GeoBench | 76% | — |

## Multilingual

- Gemini 1.5 Flash (May 2024): 42.9 (#189)
- Kimi K2.7 Code: —

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 1278 | — |
| LMArena Chinese | 1295 | — |
| LMArena French | 1258 | — |
| LMArena German | 1262 | — |
| LMArena Japanese | 1252 | — |
| LMArena Korean | 1221 | — |
| LMArena Russian | 1288 | — |
| LMArena Spanish | 1243 | — |

## Instruction Following

- Gemini 1.5 Flash (May 2024): 66.8 (#205)
- Kimi K2.7 Code: —

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| IFEval | 83.1% | — |
| LMArena Instruction Following | 1258 | — |

## Long Context

- Gemini 1.5 Flash (May 2024): 39.0 (#187)
- Kimi K2.7 Code: —

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1284 | — |

## Writing & Preference

- Gemini 1.5 Flash (May 2024): 48.7 (#196)
- Kimi K2.7 Code: —

| Benchmark | Gemini 1.5 Flash (May 2024) | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 1287 | — |
| LMArena Creative Writing | 1285 | — |
| WildBench | 79.2% | — |
| LMArena Multi-Turn | 1253 | — |

## FAQ

### Is Gemini 1.5 Flash (May 2024) better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 33.2 on the Noometry Index.

### Is Gemini 1.5 Flash (May 2024) or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 34.4 in the Noometry coding category.

### How many benchmarks do Gemini 1.5 Flash (May 2024) and Kimi K2.7 Code share?

4 benchmarks have published results for both models. Gemini 1.5 Flash (May 2024) has 42 scored results on Noometry and Kimi K2.7 Code has 19.