Kimi K3.1 Pro vs Summarize

Price, context window & benchmark comparison

Moonshot AI

Kimi K3.1 Pro

Moonshot AI
$2.00 / $10.00
Input / Output · per 1M tokens
VS
Scaledown

Summarize

Scaledown
$0.04 / Free
Input / Output · per 1M tokens
Compare different models
Moonshot AI
Scaledown
Verdict: Summarize is 133.3× 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 1M).
Kimi K3.1 ProSummarize
Input price / 1M$2.00$0.04
Output price / 1M$10.00Free
Blended price (3:1)$4.00$0.03
Cached input / 1M$0.20—
Context window1M1M
Max output944K4K
Intelligence index46—
Coding index——
Providers2—
Best provider uptime (30m)100.0%—
Vision inputYesYes
ReasoningYesNo
Tool callingYesNo
Released2026-10-232026-10-13
Retirement——

Cost calculator

FAQ

Which is cheaper, Kimi K3.1 Pro or Summarize?

Summarize is 133.3× cheaper than Kimi K3.1 Pro on a typical 3:1 input/output mix.

Kimi K3.1 Pro vs Summarize: which has a bigger context window?

Kimi K3.1 Pro: 1,048,576 tokens. Summarize: 1,000,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Kimi K3.1 Pro ≈ $9,000, Summarize ≈ $80.00.

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