GLM 5.3 Prime vs GPT-5.6 Terra Pro

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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GPT-5.6 Terra Pro

OpenAI
$2.00 / $12.00
Input / Output · per 1M tokens
Compare different models
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Verdict: GLM 5.3 Prime is 4% cheaper than GPT-5.6 Terra Pro on a typical 3:1 input/output mix. GPT-5.6 Terra Pro has the larger context window (1.1M vs 1M).
GLM 5.3 PrimeGPT-5.6 Terra Pro
Input price / 1M$2.80$2.00
Output price / 1M$8.80$12.00
Blended price (3:1)$4.30$4.50
Cached input / 1M$0.56$0.20
Context window1M1.1M
Max output131K128K
Intelligence index
Coding index
Providers1
Best provider uptime (30m)100.0%
Vision inputNoYes
ReasoningYesYes
Tool callingYesYes
Released2026-09-232026-07-09
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FAQ

Which is cheaper, GLM 5.3 Prime or GPT-5.6 Terra Pro?

GLM 5.3 Prime is 4% cheaper than GPT-5.6 Terra Pro on a typical 3:1 input/output mix.

GLM 5.3 Prime vs GPT-5.6 Terra Pro: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 tokens. GPT-5.6 Terra Pro: 1,050,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, GPT-5.6 Terra Pro ≈ $10,000.

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