Is GLM-5.3 or HappyHorse 1.1 Reference-to-Video cheaper?

GLM-5.3 and HappyHorse 1.1 Reference-to-Video have comparable output pricing.

Which has the larger context window, GLM-5.3 or HappyHorse 1.1 Reference-to-Video?

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

GLM-5.3 vs HappyHorse 1.1 Reference-to-Video

Both have similar output pricing, while GLM-5.3 offers a larger context window. Choose GLM-5.3 or HappyHorse 1.1 Reference-to-Video based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	GLM-5.3	HappyHorse 1.1 Reference-to-Video
Provider	Alibaba Token Plan	Alibaba Token Plan
Input / 1M tokens	$0.00	$0.00
Output / 1M tokens	$0.00	$0.00
Context window	1M	0
Parameters	—	—
Open weights	Yes	No
Released	Aug 2026	Jul 2026

GLM-5.3 details →HappyHorse 1.1 Reference-to-Video details →

FAQ

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