GLM 5.3 Prime vs WizardLM-2 8x22B

Price, context window & benchmark comparison

Z

GLM 5.3 Prime

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

WizardLM-2 8x22B

Microsoft
$0.62 / $0.62
Input / Output · per 1M tokens
Compare different models
Z
M
Verdict: WizardLM-2 8x22B is 6.9× 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 66K).
GLM 5.3 PrimeWizardLM-2 8x22B
Input price / 1M$2.80$0.62
Output price / 1M$8.80$0.62
Blended price (3:1)$4.30$0.62
Cached input / 1M$0.56
Context window1M66K
Max output131K8K
Intelligence index
Coding index
Providers1
Best provider uptime (30m)100.0%
Vision inputNoNo
ReasoningYesNo
Tool callingYesNo
Released2026-09-232024-04-16
Retirement

Cost calculator

FAQ

Which is cheaper, GLM 5.3 Prime or WizardLM-2 8x22B?

WizardLM-2 8x22B is 6.9× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.

GLM 5.3 Prime vs WizardLM-2 8x22B: which has a bigger context window?

GLM 5.3 Prime: 1,000,000 tokens. WizardLM-2 8x22B: 65,535 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, WizardLM-2 8x22B ≈ $1,550.

More comparisons