Model Comparator

Compare up to four models using the same criteria.

Qwen3 Next 80B A3B (Reasoning)
Alibaba
GLM-4.6 (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 Next 80B A3B (Reasoning) Alibaba	GLM-4.6 (Non-reasoning) Z.AI
Intelligence	11.2	11.2
Coding	17.4	—
Math	Best: 84.3	44.3
Speed	Best: 183 t/s	35.4 t/s
TTFT	Best: 0.79 s	5.16 s
Input · $ / 1M tokens	Best: $0.15	$0.575×3.8 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $1.20	$2.20×1.8 relative to the lowest price among the compared models
Context window	262K	Best: 1M
Reasoning	Yes	No
Open weights	Yes	Yes

Intelligence

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

Coding

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

Math

Qwen3 Next 80B A3B (Reasoning): Best: 84.3
GLM-4.6 (Non-reasoning): 44.3

Speed

Qwen3 Next 80B A3B (Reasoning): Best: 183 t/s
GLM-4.6 (Non-reasoning): 35.4 t/s

TTFT

Qwen3 Next 80B A3B (Reasoning): Best: 0.79 s
GLM-4.6 (Non-reasoning): 5.16 s

Input · $ / 1M tokens

Qwen3 Next 80B A3B (Reasoning): Best: $0.15
GLM-4.6 (Non-reasoning): $0.575×3.8 relative to the lowest price among the compared models

Output · $ / 1M tokens

Qwen3 Next 80B A3B (Reasoning): Best: $1.20
GLM-4.6 (Non-reasoning): $2.20×1.8 relative to the lowest price among the compared models

Context window

Qwen3 Next 80B A3B (Reasoning): 262K
GLM-4.6 (Non-reasoning): Best: 1M

Reasoning

Qwen3 Next 80B A3B (Reasoning): Yes
GLM-4.6 (Non-reasoning): No

Open weights

Qwen3 Next 80B A3B (Reasoning): Yes
GLM-4.6 (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 Next 80B A3B (Reasoning)11.2 · $0.412
GLM-4.6 (Non-reasoning)11.2 · $0.981