GLM 5.3 Flash vs Llama 3.1 70B Instruct

Price, context window & benchmark comparison

Z.ai (Zhipu)

GLM 5.3 Flash

Z.ai (Zhipu)
$0.0399 / $0.0784
Input / Output · per 1M tokens
VS
Meta Llama

Llama 3.1 70B Instruct

Meta Llama
$0.72 / $0.72
Input / Output · per 1M tokens
Compare different models
Z.ai (Zhipu)
Meta Llama
Verdict: GLM 5.3 Flash is 14.5× cheaper than Llama 3.1 70B Instruct on a typical 3:1 input/output mix. GLM 5.3 Flash has the larger context window (1M vs 131K).
GLM 5.3 FlashLlama 3.1 70B Instruct
Input price / 1M$0.0399$0.72
Output price / 1M$0.0784$0.72
Blended price (3:1)$0.0495$0.72
Cached input / 1M$0.03—
Context window1M131K
Max output131K8K
Intelligence index27.8—
Coding index71.5—
Providers42—
Best provider uptime (30m)100.0%—
Vision inputYesNo
ReasoningYesNo
Tool callingYesNo
Released2026-08-262024-07-23
Retirement——

Cost calculator

FAQ

Which is cheaper, GLM 5.3 Flash or Llama 3.1 70B Instruct?

GLM 5.3 Flash is 14.5× cheaper than Llama 3.1 70B Instruct on a typical 3:1 input/output mix.

GLM 5.3 Flash vs Llama 3.1 70B Instruct: which has a bigger context window?

GLM 5.3 Flash: 1,048,576 tokens. Llama 3.1 70B Instruct: 131,072 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Flash ≈ $119.00, Llama 3.1 70B Instruct ≈ $1,800.

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