GLM 5.3 Prime vs Hermes 4 405B

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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Hermes 4 405B

Nous Research
$1.00 / $3.00
Input / Output · per 1M tokens
Compare different models
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Verdict: Hermes 4 405B is 2.9× 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 131K).
GLM 5.3 PrimeHermes 4 405B
Input price / 1M$2.80$1.00
Output price / 1M$8.80$3.00
Blended price (3:1)$4.30$1.50
Cached input / 1M$0.56
Context window1M131K
Max output131K118K
Intelligence index
Coding index
Providers1
Best provider uptime (30m)100.0%
Vision inputNoNo
ReasoningYesYes
Tool callingYesNo
Released2026-09-232025-08-26
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FAQ

Which is cheaper, GLM 5.3 Prime or Hermes 4 405B?

Hermes 4 405B is 2.9× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

GLM 5.3 Prime vs Hermes 4 405B: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 tokens. Hermes 4 405B: 131,072 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, Hermes 4 405B ≈ $3,500.

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