Gemini 3.7 Flash vs Kimi K2.7 Code
Gemini 3.7 Flash (Google DeepMind) and Kimi K2.7 Code (Moonshot) compared on benchmarks, pricing, context window, and use-case rankings.
- Gemini 3.7 Flash leads on overall intelligence (ECI 157 vs 150).
- Gemini 3.7 Flash is cheaper on input tokens — $0.75 vs $0.86 per 1M.
- Gemini 3.7 Flash has a larger context window (1M vs 262K tokens).
- Gemini 3.7 Flash ranks higher for coding (91th vs 55th percentile).
| Attribute | Gemini 3.7 Flash | Kimi K2.7 Code |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 157 | 150 |
| Coding | 91 | 55 |
| Math | 80 | 69 |
| Reasoning & Knowledge | 85 | 48 |
| Agentic & Tools | 98 | 55 |
| Specifications | ||
| Developer | Google DeepMind | Moonshot |
| Family | Gemini | Kimi |
| Released | Aug 13, 2026 | Jun 12, 2026 |
| Parameters | — | — |
| Availability | API access | Open weights (unrestricted) |
| Context window | 1M | 262K |
| Price — $/M input | $0.75 | $0.86 |
| Price — $/M output | $3.75 | $3.80 |
| Inputs | text, image, video, file, audio | text, image |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 97% | 96% |
| APEX | 68% | 38% |
| ARC-AGI | 96% | — |
| ARC-AGI-2 | 85% | — |
| GPQA Diamond | 95% | 88% |
| Humanity's Last Exam | 39% | 35% |
| SciCode | 60% | 48% |
| SimpleQA Verified | 69% | 37% |
| WebDev Arena | 1587 | 1473 |
| SimpleBench | — | 58% |
| WeirdML | — | 54% |
| τ²-bench | — | 90% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Frequently asked questions
Is Gemini 3.7 Flash better than Kimi K2.7 Code?
On Epoch AI's Capabilities Index, Gemini 3.7 Flash scores higher (157) than Kimi K2.7 Code (150). The right pick depends on your task — compare their coding, math, and reasoning scores in the table above.
Which is cheaper, Gemini 3.7 Flash or Kimi K2.7 Code?
Gemini 3.7 Flash is cheaper on input tokens at $0.75 per million, versus $0.86 (representative OpenRouter pricing).
Which has a larger context window, Gemini 3.7 Flash or Kimi K2.7 Code?
Gemini 3.7 Flash supports up to 1M tokens, compared with 262K for the other.
Which is better for coding, Gemini 3.7 Flash or Kimi K2.7 Code?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Gemini 3.7 Flash ranks higher — 91th vs 55th percentile among the models tracked on Model Beat.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.