Is Glm 5.3 or Llama 3.1 8B Instruct fp8 cheaper?

Llama 3.1 8B Instruct fp8 is cheaper on output tokens ($0.29 vs $4.40 per 1M).

Which has the larger context window, Glm 5.3 or Llama 3.1 8B Instruct fp8?

Glm 5.3 has the larger context window (1M tokens).

Glm 5.3 vs Llama 3.1 8B Instruct fp8

Llama 3.1 8B Instruct fp8 is cheaper on output tokens, while Glm 5.3 offers a larger context window. Choose Glm 5.3 or Llama 3.1 8B Instruct fp8 based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	Glm 5.3	Llama 3.1 8B Instruct fp8
Provider	Cloudflare Workers AI	Cloudflare Workers AI
Input / 1M tokens	$1.40	$0.15
Output / 1M tokens	$4.40	$0.29
Context window	1M	32K
Parameters	—	—
Open weights	Yes	Yes
Released	Aug 2026	Jul 2024

Glm 5.3 details →Llama 3.1 8B Instruct fp8 details →

FAQ

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.