Is Llama-3.1-Nemotron-Ultra-253B-v1 or GLM-5 cheaper?

Llama-3.1-Nemotron-Ultra-253B-v1 is cheaper on output tokens ($1.80 vs $3.20 per 1M).

Which has the larger context window, Llama-3.1-Nemotron-Ultra-253B-v1 or GLM-5?

GLM-5 has the larger context window (200K tokens).

Llama-3.1-Nemotron-Ultra-253B-v1 vs GLM-5

Llama-3.1-Nemotron-Ultra-253B-v1 is cheaper on output tokens, while GLM-5 offers a larger context window. Choose Llama-3.1-Nemotron-Ultra-253B-v1 or GLM-5 based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	Llama-3.1-Nemotron-Ultra-253B-v1	GLM-5
Provider	Nebius Token Factory	Nebius Token Factory
Input / 1M tokens	$0.60	$1.00
Output / 1M tokens	$1.80	$3.20
Context window	128K	200K
Parameters	—	744B
Open weights	Yes	No
Released	Jan 2025	Mar 2026

Llama-3.1-Nemotron-Ultra-253B-v1 details →GLM-5 details →

FAQ

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