Is GPT-5.3 Codex or GLM-4.6 cheaper?

GLM-4.6 is cheaper on output tokens ($2.20 vs $14.00 per 1M).

Which has the larger context window, GPT-5.3 Codex or GLM-4.6?

GPT-5.3 Codex has the larger context window (400K tokens).

GPT-5.3 Codex vs GLM-4.6

GLM-4.6 is cheaper on output tokens, while GPT-5.3 Codex offers a larger context window. Choose GPT-5.3 Codex or GLM-4.6 based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	GPT-5.3 Codex	GLM-4.6
Provider	Abacus	Abacus
Input / 1M tokens	$1.75	$0.60
Output / 1M tokens	$14.00	$2.20
Context window	400K	128K
Parameters	—	357B
Open weights	No	Yes
Released	Feb 2026	Mar 2025

GPT-5.3 Codex details →GLM-4.6 details →

FAQ

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