Kimi K3.1 Pro vs o4 Mini High
Price, context window & benchmark comparison
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Compare different models
Verdict: o4 Mini High is 2.1× cheaper than Kimi K3.1 Pro on a typical 3:1 input/output mix. Kimi K3.1 Pro has the larger context window (1M vs 200K).
| Kimi K3.1 Pro | o4 Mini High | |
|---|---|---|
| Input price / 1M | $2.00 | $1.10 |
| Output price / 1M | $10.00 | $4.40 |
| Blended price (3:1) | $4.00 | $1.93 |
| Cached input / 1M | $0.20 | $0.28 |
| Context window | 1M | 200K |
| Max output | 944K | 100K |
| Intelligence index | 46.5 | — |
| Coding index | — | — |
| Providers | 23 | — |
| Best provider uptime (30m) | 100.0% | — |
| Vision input | Yes | Yes |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Released | 2026-10-23 | 2025-04-16 |
| Retirement | — | — |
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FAQ
Which is cheaper, Kimi K3.1 Pro or o4 Mini High?
o4 Mini High is 2.1× cheaper than Kimi K3.1 Pro on a typical 3:1 input/output mix.
Kimi K3.1 Pro vs o4 Mini High: which has a bigger context window?
Kimi K3.1 Pro: 1,048,576 tokens. o4 Mini High: 200,000 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: Kimi K3.1 Pro ≈ $9,000, o4 Mini High ≈ $4,400.
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