Kimi K3.1 Pro vs Perceptron Mk1.5

Price, context window & benchmark comparison

Moonshot AI

Kimi K3.1 Pro

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

Perceptron Mk1.5

Perceptron
$0.15 / $1.50
Input / Output · per 1M tokens
Compare different models
Moonshot AI
Perceptron
Verdict: Perceptron Mk1.5 is 8.2× 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 37K).
Kimi K3.1 ProPerceptron Mk1.5
Input price / 1M$2.00$0.15
Output price / 1M$10.00$1.50
Blended price (3:1)$4.00$0.49
Cached input / 1M$0.20—
Context window1M37K
Max output944K8K
Intelligence index46—
Coding index——
Providers2—
Best provider uptime (30m)100.0%—
Vision inputYesYes
ReasoningYesYes
Tool callingYesYes
Released2026-10-232026-09-25
Retirement——

Cost calculator

FAQ

Which is cheaper, Kimi K3.1 Pro or Perceptron Mk1.5?

Perceptron Mk1.5 is 8.2× cheaper than Kimi K3.1 Pro on a typical 3:1 input/output mix.

Kimi K3.1 Pro vs Perceptron Mk1.5: which has a bigger context window?

Kimi K3.1 Pro: 1,048,576 tokens. Perceptron Mk1.5: 36,864 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Kimi K3.1 Pro ≈ $9,000, Perceptron Mk1.5 ≈ $1,050.

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