Model Comparator

Compare up to four models using the same criteria.

Qwen3 235B A22B (Non-reasoning)
Alibaba
GLM-4.6V (Non-reasoning)
Z.AI

Differences only

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

Model Comparator
Metrics	Qwen3 235B A22B (Non-reasoning) Alibaba	GLM-4.6V (Non-reasoning) Z.AI
Intelligence	8.3	Best: 8.4
Math	23.7	Best: 26.3
Speed	63.4 t/s	Best: 82.1 t/s
TTFT	Best: 2.75 s	3.3 s
Input · $ / 1M tokens	$0.70×2.3 relative to the lowest price among the compared models	Best: $0.30
Output · $ / 1M tokens	$2.80×3.1 relative to the lowest price among the compared models	Best: $0.90
Context window	33K	Best: 128K
Reasoning	No	No
Open weights	Yes	Yes

Intelligence

Qwen3 235B A22B (Non-reasoning): 8.3
GLM-4.6V (Non-reasoning): Best: 8.4

Math

Qwen3 235B A22B (Non-reasoning): 23.7
GLM-4.6V (Non-reasoning): Best: 26.3

Speed

Qwen3 235B A22B (Non-reasoning): 63.4 t/s
GLM-4.6V (Non-reasoning): Best: 82.1 t/s

TTFT

Qwen3 235B A22B (Non-reasoning): Best: 2.75 s
GLM-4.6V (Non-reasoning): 3.3 s

Input · $ / 1M tokens

Qwen3 235B A22B (Non-reasoning): $0.70×2.3 relative to the lowest price among the compared models
GLM-4.6V (Non-reasoning): Best: $0.30

Output · $ / 1M tokens

Qwen3 235B A22B (Non-reasoning): $2.80×3.1 relative to the lowest price among the compared models
GLM-4.6V (Non-reasoning): Best: $0.90

Context window

Qwen3 235B A22B (Non-reasoning): 33K
GLM-4.6V (Non-reasoning): Best: 128K

Reasoning

Qwen3 235B A22B (Non-reasoning): No
GLM-4.6V (Non-reasoning): No

Open weights

Qwen3 235B A22B (Non-reasoning): Yes
GLM-4.6V (Non-reasoning): Yes

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 235B A22B (Non-reasoning)8.3 · $1.23
GLM-4.6V (Non-reasoning)8.4 · $0.45