GLM 5.3 Prime vs Nova 2 Lite

Price, context window & benchmark comparison

Z

GLM 5.3 Prime

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

Nova 2 Lite

Amazon
$0.30 / $2.50
Input / Output · per 1M tokens
Compare different models
Z
A
Verdict: Nova 2 Lite is 5.1× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.
GLM 5.3 PrimeNova 2 Lite
Input price / 1M$2.80$0.30
Output price / 1M$8.80$2.50
Blended price (3:1)$4.30$0.85
Cached input / 1M$0.56
Context window1M1M
Max output131K66K
Intelligence index
Coding index23
Providers12
Best provider uptime (30m)100.0%100.0%
Vision inputNoYes
ReasoningYesYes
Tool callingYesYes
Released2026-09-232025-12-02
Retirement

Cost calculator

FAQ

Which is cheaper, GLM 5.3 Prime or Nova 2 Lite?

Nova 2 Lite is 5.1× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

GLM 5.3 Prime vs Nova 2 Lite: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 tokens. Nova 2 Lite: 1,000,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, Nova 2 Lite ≈ $1,850.

More comparisons