GPT-5.6 Sol vs Kimi K3
GPT-5.6 Sol and Kimi K3 are both current production-tier models. Kimi K3 is meaningfully cheaper at $3 / $15 per 1M. GPT-5.6 Sol leads on instruction following, vision, tool use.
Specs side by side
| Metric | OpenAI GPT-5.6 Sol | Z.ai Kimi K3 |
|---|---|---|
| Input price (per 1M) | $5 | $3 |
| Output price (per 1M) | $30 | $15 |
| Context window | 1.1M tokens | 1.0M tokens |
| Speed tier | balanced | balanced |
| Open weights | No | No |
| EU region | Yes | No |
| Free tier | No | No |
| Prompt caching | Yes | Yes |
| Vision input | Yes | Yes |
| Extended thinking | Yes | Yes |
When to choose each
Choose GPT-5.6 Sol if…
- EU data residency is required
- HIPAA eligibility is required
- You need realtime speech-to-speech
- Instruction following is central to your workload
- Vision is central to your workload
Choose Kimi K3 if…
- Cost is a priority ($3 / $15 per 1M vs $5 / $30 per 1M)
Benchmark delta
GPT-5.6 Sol leads on
- Instruction following
- Vision
- Tool use
Kimi K3 leads on
Kimi K3 has no meaningful benchmark lead in this pair.
FAQ — GPT-5.6 Sol vs Kimi K3
GPT-5.6 Sol vs Kimi K3 — which is better?
GPT-5.6 Sol and Kimi K3 are both current production-tier models. Kimi K3 is meaningfully cheaper at $3 / $15 per 1M. GPT-5.6 Sol leads on instruction following, vision, tool use. The right pick depends on your use case — see "When to choose each" above for a data-driven decision.
How does GPT-5.6 Sol pricing compare to Kimi K3?
GPT-5.6 Sol costs $5 / $30 per 1M vs Kimi K3 at $3 / $15 per 1M. Kimi K3 is cheaper on output tokens by roughly 100%. Both support prompt caching, which reduces effective cost by 80-90% on repeat system prompts.
Does GPT-5.6 Sol or Kimi K3 have the bigger context window?
GPT-5.6 Sol has a 1.1M-token context window — 1× the 1.0M context of Kimi K3. Enough for entire codebases, books, or multi-document RAG.
Is there a free tier for GPT-5.6 Sol or Kimi K3?
GPT-5.6 Sol: no — Paid-only — no free API tier; available via ChatGPT Plus/Pro. Kimi K3: no — No free API tier; kimi.com web chat is free with limits.
Which is better for coding — GPT-5.6 Sol or Kimi K3?
GPT-5.6 Sol leads on coding benchmarks (GPT-5.6 Sol: 96/100, Kimi K3: 95/100). For production coding agents also weigh tool-use performance — GPT-5.6 Sol scores 95, Kimi K3 scores 90.