GPT-5.6 Sol Pro vs Kimi K3.1 Pro

Price, context window & benchmark comparison

OpenAI

GPT-5.6 Sol Pro

OpenAI
$4.00 / $20.00
Input / Output · per 1M tokens
VS
Moonshot AI

Kimi K3.1 Pro

Moonshot AI
$2.00 / $10.00
Input / Output · per 1M tokens
Compare different models
OpenAI
Moonshot AI
Verdict: Kimi K3.1 Pro is 2.0× cheaper than GPT-5.6 Sol Pro on a typical 3:1 input/output mix. GPT-5.6 Sol Pro has the larger context window (1.1M vs 1M).
GPT-5.6 Sol ProKimi K3.1 Pro
Input price / 1M$4.00$2.00
Output price / 1M$20.00$10.00
Blended price (3:1)$8.00$4.00
Cached input / 1M$0.40$0.20
Context window1.1M1M
Max output128K944K
Intelligence index—46.5
Coding index——
Providers—23
Best provider uptime (30m)—100.0%
Vision inputYesYes
ReasoningYesYes
Tool callingYesYes
Released2026-07-092026-10-23
Retirement——

Cost calculator

FAQ

Which is cheaper, GPT-5.6 Sol Pro or Kimi K3.1 Pro?

Kimi K3.1 Pro is 2.0× cheaper than GPT-5.6 Sol Pro on a typical 3:1 input/output mix.

GPT-5.6 Sol Pro vs Kimi K3.1 Pro: which has a bigger context window?

GPT-5.6 Sol Pro: 1,050,000 tokens. Kimi K3.1 Pro: 1,048,576 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GPT-5.6 Sol Pro ≈ $18,000, Kimi K3.1 Pro ≈ $9,000.

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