Very long inputs
Choose Gemini 3.5 Flash-Lite
Gemini 3.5 Flash-Lite reads up to 1.05M tokens per request, against 256k for Kimi K2.7 Code.
Gemini 3.5 Flash-Lite vs Kimi K2.7 Code: price, context and capabilities
Choose Gemini 3.5 Flash-Lite for very long inputs, images as input and the latest release. Choose Kimi K2.7 Code for the hardest reasoning tasks and reasoning over long documents.
In short
- A price comparison is not possible: one of them has no comparable published price.
- Gemini 3.5 Flash-Lite reads more per request: 1.05M tokens against 256k.
- Gemini 3.5 Flash-Lite is the newer model (July 2026, against Jun 12, 2026).
- Only Gemini 3.5 Flash-Lite offers vision, reasoning, structured output, prompt caching, batch api.
Which should you choose?
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Hardest reasoning tasks
Choose Kimi K2.7 Code
Kimi K2.7 Code scores 25.8 on the Artificial Analysis Intelligence Index, against 22.2 for Gemini 3.5 Flash-Lite.
Reasoning over long documents
Choose Kimi K2.7 Code
Kimi K2.7 Code scores 79.3% on Long-context reasoning (AA-LCR), against 76% for Gemini 3.5 Flash-Lite.
Images as input
Choose Gemini 3.5 Flash-Lite
Gemini 3.5 Flash-Lite accepts images as input; Kimi K2.7 Code does not.
Latest release
Choose Gemini 3.5 Flash-Lite
Gemini 3.5 Flash-Lite is the newer release (July 2026, against Jun 12, 2026 for Kimi K2.7 Code).
Specifications side by side
| Gemini 3.5 Flash-Lite | Kimi K2.7 Code | |
|---|---|---|
| Provider | Moonshot AI | |
| Category | Language models | Language models |
| Status | Generally available | Generally available |
| Headline price | $0.85 / 1M tokens | No data |
| Input | $0.30 / 1M tokens | No data |
| Output | $2.50 / 1M tokens | No data |
| Cached input | $0.03 / 1M tokens | No data |
| Context window | 1.05M | 256k |
| Max output | 66k | No data |
| Released | July 2026 | Jun 12, 2026 |
| Knowledge cutoff | No data | No data |
| Licence | Proprietary | Proprietary |
| Capabilities | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API | Tool calling |
| API model id | gemini-3.5-flash-lite | kimi-k2.7-code |
Benchmarks side by side
Leader in bold.
| Benchmark | Gemini 3.5 Flash-Lite | Kimi K2.7 Code |
|---|---|---|
| Intelligence Index | 22.2 | 25.8 |
| SciCode | 41.3% | 47.8% |
| GPQA Diamond | 83.8% | 89.6% |
| Humanity's Last Exam | 18.8% | 35% |
| Long-context reasoning (AA-LCR) | 76% | 79.3% |
| MMMU-Pro (visual reasoning) | 79% | No data |
| Terminal-Bench Hard | No data | 44.7% |
| IFBench (instruction following) | No data | 63.1% |
| τ²-Bench (agentic tool use) | No data | 90.1% |
Independent evaluations by Artificial Analysis, run the same way for every model, at the reasoning setting shown. Percentages unless marked as an index.
Frequently asked questions
Should I choose Gemini 3.5 Flash-Lite or Kimi K2.7 Code?
Choose Gemini 3.5 Flash-Lite for very long inputs, images as input and the latest release. Choose Kimi K2.7 Code for the hardest reasoning tasks and reasoning over long documents.
Which is cheaper, Gemini 3.5 Flash-Lite or Kimi K2.7 Code?
A price comparison is not possible: one of them has no comparable published price.
Which has the larger context window, Gemini 3.5 Flash-Lite or Kimi K2.7 Code?
Gemini 3.5 Flash-Lite reads more per request: 1.05M tokens against 256k.
What is the difference between Gemini 3.5 Flash-Lite and Kimi K2.7 Code?
Gemini 3.5 Flash-Lite is made by Google and Kimi K2.7 Code by Moonshot AI. A price comparison is not possible: one of them has no comparable published price. Gemini 3.5 Flash-Lite reads more per request: 1.05M tokens against 256k. Gemini 3.5 Flash-Lite is the newer model (July 2026, against Jun 12, 2026). Only Gemini 3.5 Flash-Lite offers vision, reasoning, structured output, prompt caching, batch api.
Which is newer, Gemini 3.5 Flash-Lite or Kimi K2.7 Code?
Gemini 3.5 Flash-Lite was released on July 2026 and Kimi K2.7 Code on Jun 12, 2026.