Gemini 3.1 Flash-Lite vs Kimi K3
Gemini 3.1 Flash-Lite and Kimi K3 are both current production-tier models. Gemini 3.1 Flash-Lite is meaningfully cheaper at $0.25 / $1.5 per 1M. Kimi K3 leads on coding, reasoning, general knowledge.
Specs side by side
| Metric | Google Gemini 3.1 Flash-Lite | Z.ai Kimi K3 |
|---|---|---|
| Input price (per 1M) | $0.25 | $3 |
| Output price (per 1M) | $1.5 | $15 |
| Context window | 1M tokens | 1.0M tokens |
| Speed tier | ultra | balanced |
| Open weights | No | No |
| EU region | Yes | No |
| Free tier | Google AI Studio | No |
| Prompt caching | No | Yes |
| Vision input | Yes | Yes |
| Extended thinking | No | Yes |
When to choose each
Choose Gemini 3.1 Flash-Lite if…
- Cost is a priority ($0.25 / $1.5 per 1M vs $3 / $15 per 1M)
- Low latency matters (ultra vs balanced)
- EU data residency is required
- You want a free tier for prototyping
Choose Kimi K3 if…
- Coding is central to your workload
- Reasoning is central to your workload
Benchmark delta
Gemini 3.1 Flash-Lite leads on
Gemini 3.1 Flash-Lite has no meaningful benchmark lead in this pair.
Kimi K3 leads on
- Coding
- Reasoning
- General knowledge
- Instruction following
- Multilingual
- Vision
- Tool use
FAQ — Gemini 3.1 Flash-Lite vs Kimi K3
Gemini 3.1 Flash-Lite vs Kimi K3 — which is better?
Gemini 3.1 Flash-Lite and Kimi K3 are both current production-tier models. Gemini 3.1 Flash-Lite is meaningfully cheaper at $0.25 / $1.5 per 1M. Kimi K3 leads on coding, reasoning, general knowledge. The right pick depends on your use case — see "When to choose each" above for a data-driven decision.
How does Gemini 3.1 Flash-Lite pricing compare to Kimi K3?
Gemini 3.1 Flash-Lite costs $0.25 / $1.5 per 1M vs Kimi K3 at $3 / $15 per 1M. Gemini 3.1 Flash-Lite is cheaper on output tokens by roughly 900%. Both support prompt caching, which reduces effective cost by 80-90% on repeat system prompts.
Does Gemini 3.1 Flash-Lite or Kimi K3 have the bigger context window?
Kimi K3 has a 1.0M-token context window — 1× the 1M context of Gemini 3.1 Flash-Lite. Enough for entire codebases, books, or multi-document RAG.
Is there a free tier for Gemini 3.1 Flash-Lite or Kimi K3?
Gemini 3.1 Flash-Lite: yes — Reduced daily quota; most generous free tier of any frontier lab. Kimi K3: no — No free API tier; kimi.com web chat is free with limits.
Which is better for coding — Gemini 3.1 Flash-Lite or Kimi K3?
Kimi K3 leads on coding benchmarks (Gemini 3.1 Flash-Lite: 72/100, Kimi K3: 95/100). For production coding agents also weigh tool-use performance — Gemini 3.1 Flash-Lite scores 76, Kimi K3 scores 90.