GLM 5.3 Prime vs Muse Glimmer 30B

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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Muse Glimmer 30B

Meta
$0.30 / $1.20
Input / Output · per 1M tokens
Compare different models
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Verdict: Muse Glimmer 30B is 8.2× 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 PrimeMuse Glimmer 30B
Input price / 1M$2.80$0.30
Output price / 1M$8.80$1.20
Blended price (3:1)$4.30$0.52
Cached input / 1M$0.56$0.04
Context window1M131K
Max output131K16K
Intelligence index
Coding index
Providers1
Best provider uptime (30m)100.0%
Vision inputNoYes
ReasoningYesYes
Tool callingYesYes
Released2026-09-232026-08-09
Retirement

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FAQ

Which is cheaper, GLM 5.3 Prime or Muse Glimmer 30B?

Muse Glimmer 30B is 8.2× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

GLM 5.3 Prime vs Muse Glimmer 30B: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 tokens. Muse Glimmer 30B: 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, Muse Glimmer 30B ≈ $1,200.

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