GLM 5.3 Prime vs Kimi K3.1 Pro

Price, context window & benchmark comparison

Z.ai (Zhipu)

GLM 5.3 Prime

Z.ai (Zhipu)
$2.80 / $8.80
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
Z.ai (Zhipu)
Moonshot AI
Verdict: Kimi K3.1 Pro is 7% cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix. Kimi K3.1 Pro has the larger context window (1M vs 1M).
GLM 5.3 PrimeKimi K3.1 Pro
Input price / 1M$2.80$2.00
Output price / 1M$8.80$10.00
Blended price (3:1)$4.30$4.00
Cached input / 1M$0.56$0.20
Context window1M1M
Max output131K944K
Intelligence index—46
Coding index——
Providers12
Best provider uptime (30m)100.0%100.0%
Vision inputNoYes
ReasoningYesYes
Tool callingYesYes
Released2026-09-232026-10-23
Retirement——

Cost calculator

FAQ

Which is cheaper, GLM 5.3 Prime or Kimi K3.1 Pro?

Kimi K3.1 Pro is 7% cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

GLM 5.3 Prime vs Kimi K3.1 Pro: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 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: GLM 5.3 Prime ≈ $10,000, Kimi K3.1 Pro ≈ $9,000.

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