GLM 5.3 Prime vs Kimi K3.1 Pro Highspeed

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 Highspeed

Moonshot AI
$4.00 / $20.00
Input / Output · per 1M tokens
Compare different models
Z.ai (Zhipu)
Moonshot AI
Verdict: GLM 5.3 Prime is 46% cheaper than Kimi K3.1 Pro Highspeed on a typical 3:1 input/output mix. Kimi K3.1 Pro Highspeed has the larger context window (1M vs 1M).
GLM 5.3 PrimeKimi K3.1 Pro Highspeed
Input price / 1M$2.80$4.00
Output price / 1M$8.80$20.00
Blended price (3:1)$4.30$8.00
Cached input / 1M$0.56$0.20
Context window1M1M
Max output131K1M
Intelligence index——
Coding index——
Providers1—
Best provider uptime (30m)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 Highspeed?

GLM 5.3 Prime is 46% cheaper than Kimi K3.1 Pro Highspeed on a typical 3:1 input/output mix.

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

GLM 5.3 Prime: 1,000,000 tokens. Kimi K3.1 Pro Highspeed: 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 Highspeed ≈ $18,000.

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