Is Seed 2.0 Pro or GLM 5.3 Flash cheaper?

GLM 5.3 Flash is cheaper on output tokens ($0.25 vs $3.79 per 1M).

Which has the larger context window, Seed 2.0 Pro or GLM 5.3 Flash?

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

Seed 2.0 Pro vs GLM 5.3 Flash

GLM 5.3 Flash is cheaper on output tokens, while GLM 5.3 Flash offers a larger context window. Choose Seed 2.0 Pro or GLM 5.3 Flash based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	Seed 2.0 Pro	GLM 5.3 Flash
Provider	EmpirioLabs AI	EmpirioLabs AI
Input / 1M tokens	$0.63	$0.08
Output / 1M tokens	$3.79	$0.25
Context window	256K	1M
Parameters	—	—
Open weights	No	Yes
Released	Feb 2026	Aug 2026

Seed 2.0 Pro details →GLM 5.3 Flash details →

FAQ

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