Model Comparator

Compare up to four models using the same criteria.

GLM-4.7 (Non-reasoning)
Z.AI
Qwen3.5 122B A10B (Reasoning)
Alibaba

Differences only

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

Model Comparator
Metrics	GLM-4.7 (Non-reasoning) Z.AI	Qwen3.5 122B A10B (Reasoning) Alibaba
Intelligence	17.4	Best: 17.7
Coding	—	45.7
Math	48	—
Agentic	—	7.6
Speed	35.6 t/s	Best: 128 t/s
TTFT	Best: 1.98 s	2.3 s
Input · $ / 1M tokens	$0.525×1.3 relative to the lowest price among the compared models	Best: $0.40
Output · $ / 1M tokens	Best: $2.10	$3.20×1.5 relative to the lowest price among the compared models
Context window	1M	1M
Reasoning	No	Yes
Open weights	Yes	Yes
Cost / task	—	$0.325

Intelligence

GLM-4.7 (Non-reasoning): 17.4
Qwen3.5 122B A10B (Reasoning): Best: 17.7

Coding

GLM-4.7 (Non-reasoning): —
Qwen3.5 122B A10B (Reasoning): 45.7

Math

GLM-4.7 (Non-reasoning): 48
Qwen3.5 122B A10B (Reasoning): —

Agentic

GLM-4.7 (Non-reasoning): —
Qwen3.5 122B A10B (Reasoning): 7.6

Speed

GLM-4.7 (Non-reasoning): 35.6 t/s
Qwen3.5 122B A10B (Reasoning): Best: 128 t/s

TTFT

GLM-4.7 (Non-reasoning): Best: 1.98 s
Qwen3.5 122B A10B (Reasoning): 2.3 s

Input · $ / 1M tokens

GLM-4.7 (Non-reasoning): $0.525×1.3 relative to the lowest price among the compared models
Qwen3.5 122B A10B (Reasoning): Best: $0.40

Output · $ / 1M tokens

GLM-4.7 (Non-reasoning): Best: $2.10
Qwen3.5 122B A10B (Reasoning): $3.20×1.5 relative to the lowest price among the compared models

Context window

GLM-4.7 (Non-reasoning): 1M
Qwen3.5 122B A10B (Reasoning): 1M

Reasoning

GLM-4.7 (Non-reasoning): No
Qwen3.5 122B A10B (Reasoning): Yes

Open weights

GLM-4.7 (Non-reasoning): Yes
Qwen3.5 122B A10B (Reasoning): Yes

Cost / task

GLM-4.7 (Non-reasoning): —
Qwen3.5 122B A10B (Reasoning): $0.325

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.

GLM-4.7 (Non-reasoning)17.4 · $0.919
Qwen3.5 122B A10B (Reasoning)17.7 · $1.10