GLM 5.3 Prime vs Llama Guard 4 12B

Price, context window & benchmark comparison

Z

GLM 5.3 Prime

Z.ai (Zhipu)
$2.80 / $8.80
Input / Output · per 1M tokens
VS
M

Llama Guard 4 12B

Meta Llama
$0.18 / $0.18
Input / Output · per 1M tokens
Compare different models
Z
M
Verdict: Llama Guard 4 12B is 23.9× 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 164K).
GLM 5.3 PrimeLlama Guard 4 12B
Input price / 1M$2.80$0.18
Output price / 1M$8.80$0.18
Blended price (3:1)$4.30$0.18
Cached input / 1M$0.56
Context window1M164K
Max output131K16K
Intelligence index
Coding index
Providers11
Best provider uptime (30m)100.0%100.0%
Vision inputNoYes
ReasoningYesNo
Tool callingYesNo
Released2026-09-232025-04-30
Retirement

Cost calculator

FAQ

Which is cheaper, GLM 5.3 Prime or Llama Guard 4 12B?

Llama Guard 4 12B is 23.9× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

GLM 5.3 Prime vs Llama Guard 4 12B: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 tokens. Llama Guard 4 12B: 163,840 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, Llama Guard 4 12B ≈ $450.00.

More comparisons