GLM 5.3 Prime vs Nova Pro 1.0

Price, context window & benchmark comparison

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GLM 5.3 Prime

Z.ai (Zhipu)
$2.80 / $8.80
Input / Output · per 1M tokens
VS
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Nova Pro 1.0

Amazon
$0.80 / $3.20
Input / Output · per 1M tokens
Compare different models
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Verdict: Nova Pro 1.0 is 3.1× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix. GLM 5.3 Prime has the larger context window (1M vs 300K).
GLM 5.3 PrimeNova Pro 1.0
Input price / 1M$2.80$0.80
Output price / 1M$8.80$3.20
Blended price (3:1)$4.30$1.40
Cached input / 1M$0.56
Context window1M300K
Max output131K5K
Intelligence index
Coding index
Providers1
Best provider uptime (30m)100.0%
Vision inputNoYes
ReasoningYesNo
Tool callingYesYes
Released2026-09-232024-12-05
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FAQ

Which is cheaper, GLM 5.3 Prime or Nova Pro 1.0?

Nova Pro 1.0 is 3.1× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

GLM 5.3 Prime vs Nova Pro 1.0: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 tokens. Nova Pro 1.0: 300,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, Nova Pro 1.0 ≈ $3,200.

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