Is GLM 4.5 Air (Thinking) or Gemini 3 Pro Image cheaper?

GLM 4.5 Air (Thinking) is cheaper on output tokens ($0.80 vs $12.00 per 1M).

Which has the larger context window, GLM 4.5 Air (Thinking) or Gemini 3 Pro Image?

Gemini 3 Pro Image has the larger context window (1M tokens).

GLM 4.5 Air (Thinking) vs Gemini 3 Pro Image

GLM 4.5 Air (Thinking) is cheaper on output tokens, while Gemini 3 Pro Image offers a larger context window. Choose GLM 4.5 Air (Thinking) or Gemini 3 Pro Image based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	GLM 4.5 Air (Thinking)	Gemini 3 Pro Image
Provider	NanoGPT	NanoGPT
Input / 1M tokens	$0.12	$2.00
Output / 1M tokens	$0.80	$12.00
Context window	128K	1M
Parameters	—	—
Open weights	No	No
Released	Jan 2024	Nov 2025

GLM 4.5 Air (Thinking) details →Gemini 3 Pro Image details →

FAQ

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