GLM 5.3 Flash vs Nova Pro 1.0

Price, context window & benchmark comparison

Z.ai (Zhipu)

GLM 5.3 Flash

Z.ai (Zhipu)
$0.0399 / $0.0784
Input / Output · per 1M tokens
VS
Amazon

Nova Pro 1.0

Amazon
$0.80 / $3.20
Input / Output · per 1M tokens
Compare different models
Z.ai (Zhipu)
Amazon
Verdict: GLM 5.3 Flash is 28.3× cheaper than Nova Pro 1.0 on a typical 3:1 input/output mix. GLM 5.3 Flash has the larger context window (1M vs 300K).
GLM 5.3 FlashNova Pro 1.0
Input price / 1M$0.0399$0.80
Output price / 1M$0.0784$3.20
Blended price (3:1)$0.0495$1.40
Cached input / 1M$0.03—
Context window1M300K
Max output131K5K
Intelligence index27.8—
Coding index71.5—
Providers42—
Best provider uptime (30m)100.0%—
Vision inputYesYes
ReasoningYesNo
Tool callingYesYes
Released2026-08-262024-12-05
Retirement——

Cost calculator

FAQ

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

GLM 5.3 Flash is 28.3× cheaper than Nova Pro 1.0 on a typical 3:1 input/output mix.

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

GLM 5.3 Flash: 1,048,576 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 Flash ≈ $119.00, Nova Pro 1.0 ≈ $3,200.

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