Model Comparator

Compare up to four models using the same criteria.

GLM-4.6V (Reasoning)
Z.AI
Qwen3 Next 80B A3B (Reasoning)
Alibaba

Differences only

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

Model Comparator
Metrics	GLM-4.6V (Reasoning) Z.AI	Qwen3 Next 80B A3B (Reasoning) Alibaba
Intelligence	11.2	11.2
Coding	—	17.4
Math	Best: 85.3	84.3
Speed	88.1 t/s	Best: 163 t/s
TTFT	3.32 s	Best: 0.71 s
Input · $ / 1M tokens	$0.30×2 relative to the lowest price among the compared models	Best: $0.15
Output · $ / 1M tokens	Best: $0.90	$1.20×1.3 relative to the lowest price among the compared models
Context window	128K	Best: 262K
Reasoning	Yes	Yes
Open weights	Yes	Yes

Intelligence

GLM-4.6V (Reasoning): 11.2
Qwen3 Next 80B A3B (Reasoning): 11.2

Coding

GLM-4.6V (Reasoning): —
Qwen3 Next 80B A3B (Reasoning): 17.4

Math

GLM-4.6V (Reasoning): Best: 85.3
Qwen3 Next 80B A3B (Reasoning): 84.3

Speed

GLM-4.6V (Reasoning): 88.1 t/s
Qwen3 Next 80B A3B (Reasoning): Best: 163 t/s

TTFT

GLM-4.6V (Reasoning): 3.32 s
Qwen3 Next 80B A3B (Reasoning): Best: 0.71 s

Input · $ / 1M tokens

GLM-4.6V (Reasoning): $0.30×2 relative to the lowest price among the compared models
Qwen3 Next 80B A3B (Reasoning): Best: $0.15

Output · $ / 1M tokens

GLM-4.6V (Reasoning): Best: $0.90
Qwen3 Next 80B A3B (Reasoning): $1.20×1.3 relative to the lowest price among the compared models

Context window

GLM-4.6V (Reasoning): 128K
Qwen3 Next 80B A3B (Reasoning): Best: 262K

Reasoning

GLM-4.6V (Reasoning): Yes
Qwen3 Next 80B A3B (Reasoning): Yes

Open weights

GLM-4.6V (Reasoning): Yes
Qwen3 Next 80B A3B (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.

GLM-4.6V (Reasoning)11.2 · $0.45
Qwen3 Next 80B A3B (Reasoning)11.2 · $0.412