GLM 5.3 Flash vs Summarize

Price, context window & benchmark comparison

Z.ai (Zhipu)

GLM 5.3 Flash

Z.ai (Zhipu)
$0.013 / $0.0168
Input / Output · per 1M tokens
VS
Scaledown

Summarize

Scaledown
$0.04 / Free
Input / Output · per 1M tokens
Compare different models
Z.ai (Zhipu)
Scaledown
Verdict: GLM 5.3 Flash is 2.2× cheaper than Summarize on a typical 3:1 input/output mix. GLM 5.3 Flash has the larger context window (1M vs 1M).
GLM 5.3 FlashSummarize
Input price / 1M$0.013$0.04
Output price / 1M$0.0168Free
Blended price (3:1)$0.014$0.03
Cached input / 1M$0.0119—
Context window1M1M
Max output944K4K
Intelligence index27.8—
Coding index71.5—
Providers40—
Best provider uptime (30m)100.0%—
Vision inputYesYes
ReasoningYesNo
Tool callingYesNo
Released2026-08-262026-10-13
Retirement——

Cost calculator

FAQ

Which is cheaper, GLM 5.3 Flash or Summarize?

GLM 5.3 Flash is 2.2× cheaper than Summarize on a typical 3:1 input/output mix.

GLM 5.3 Flash vs Summarize: which has a bigger context window?

GLM 5.3 Flash: 1,048,576 tokens. Summarize: 1,000,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Flash ≈ $34.40, Summarize ≈ $80.00.

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