DeepSeek V3.2 vs GLM 5.3 Prime

Price, context window & benchmark comparison

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DeepSeek V3.2

DeepSeek
$0.27 / $0.40
Input / Output · per 1M tokens
VS
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GLM 5.3 Prime

Z.ai (Zhipu)
$2.80 / $8.80
Input / Output · per 1M tokens
Compare different models
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Verdict: DeepSeek V3.2 is 14.3× 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 164K).
DeepSeek V3.2GLM 5.3 Prime
Input price / 1M$0.27$2.80
Output price / 1M$0.40$8.80
Blended price (3:1)$0.30$4.30
Cached input / 1M$0.13$0.56
Context window164K1M
Max output66K131K
Intelligence index
Coding index44.2
Providers1
Best provider uptime (30m)100.0%
Vision inputNoNo
ReasoningYesYes
Tool callingYesYes
Released2025-12-012026-09-23
Retirement2026-09-28

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FAQ

Which is cheaper, DeepSeek V3.2 or GLM 5.3 Prime?

DeepSeek V3.2 is 14.3× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

DeepSeek V3.2 vs GLM 5.3 Prime: which has a bigger context window?

DeepSeek V3.2: 163,840 tokens. GLM 5.3 Prime: 1,000,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: DeepSeek V3.2 ≈ $738.00, GLM 5.3 Prime ≈ $10,000.

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