Model Comparator

Compare up to four models using the same criteria.

Qwen3.5 9B (Reasoning)
Alibaba
GLM-4.5-Air
Z.AI

Differences only

✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.

Model Comparator
Metrics	Qwen3.5 9B (Reasoning) Alibaba	GLM-4.5-Air Z.AI
Intelligence	Best: 11.2	11.1
Coding	28.7	—
Math	—	80.7
Agentic	1.2	—
Speed	69.5 t/s	Best: 71.1 t/s
TTFT	Best: 2.04 s	2.42 s
Input · $ / 1M tokens	Best: $0.135	$0.17×1.3 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $0.20	$0.98×4.9 relative to the lowest price among the compared models
Context window	Best: 262K	128K
Reasoning	Yes	Yes
Open weights	Yes	Yes
Cost / task	$0.213	—

Intelligence

Qwen3.5 9B (Reasoning): Best: 11.2
GLM-4.5-Air: 11.1

Coding

Qwen3.5 9B (Reasoning): 28.7
GLM-4.5-Air: —

Math

Qwen3.5 9B (Reasoning): —
GLM-4.5-Air: 80.7

Agentic

Qwen3.5 9B (Reasoning): 1.2
GLM-4.5-Air: —

Speed

Qwen3.5 9B (Reasoning): 69.5 t/s
GLM-4.5-Air: Best: 71.1 t/s

TTFT

Qwen3.5 9B (Reasoning): Best: 2.04 s
GLM-4.5-Air: 2.42 s

Input · $ / 1M tokens

Qwen3.5 9B (Reasoning): Best: $0.135
GLM-4.5-Air: $0.17×1.3 relative to the lowest price among the compared models

Output · $ / 1M tokens

Qwen3.5 9B (Reasoning): Best: $0.20
GLM-4.5-Air: $0.98×4.9 relative to the lowest price among the compared models

Context window

Qwen3.5 9B (Reasoning): Best: 262K
GLM-4.5-Air: 128K

Reasoning

Qwen3.5 9B (Reasoning): Yes
GLM-4.5-Air: Yes

Open weights

Qwen3.5 9B (Reasoning): Yes
GLM-4.5-Air: Yes

Cost / task

Qwen3.5 9B (Reasoning): $0.213
GLM-4.5-Air: —

Each reasoning level remains a separate configuration.

Score and cost

Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.

Qwen3.5 9B (Reasoning)11.2 · $0.151
GLM-4.5-Air11.1 · $0.372