Model Comparator

Compare up to four models using the same criteria.

DeepSeek V3.1 Terminus (Non-reasoning)
DeepSeek
GLM-4.7-Flash (Reasoning)
Z.AI

Differences only

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

Model Comparator
Metrics	DeepSeek V3.1 Terminus (Non-reasoning) DeepSeek	GLM-4.7-Flash (Reasoning) Z.AI
Intelligence	14.8	Best: 14.9
Coding	43.5	—
Math	53.7	—
Agentic	6.8	—
Speed	55.1 t/s	Best: 92.5 t/s
TTFT	Best: 0.75 s	1.13 s
Input · $ / 1M tokens	$0.27×3.9 relative to the lowest price among the compared models	Best: $0.070
Output · $ / 1M tokens	$1×2.5 relative to the lowest price among the compared models	Best: $0.40
Context window	1M	1M
Reasoning	No	Yes
Open weights	Yes	Yes

Intelligence

DeepSeek V3.1 Terminus (Non-reasoning): 14.8
GLM-4.7-Flash (Reasoning): Best: 14.9

Coding

DeepSeek V3.1 Terminus (Non-reasoning): 43.5
GLM-4.7-Flash (Reasoning): —

Math

DeepSeek V3.1 Terminus (Non-reasoning): 53.7
GLM-4.7-Flash (Reasoning): —

Agentic

DeepSeek V3.1 Terminus (Non-reasoning): 6.8
GLM-4.7-Flash (Reasoning): —

Speed

DeepSeek V3.1 Terminus (Non-reasoning): 55.1 t/s
GLM-4.7-Flash (Reasoning): Best: 92.5 t/s

TTFT

DeepSeek V3.1 Terminus (Non-reasoning): Best: 0.75 s
GLM-4.7-Flash (Reasoning): 1.13 s

Input · $ / 1M tokens

DeepSeek V3.1 Terminus (Non-reasoning): $0.27×3.9 relative to the lowest price among the compared models
GLM-4.7-Flash (Reasoning): Best: $0.070

Output · $ / 1M tokens

DeepSeek V3.1 Terminus (Non-reasoning): $1×2.5 relative to the lowest price among the compared models
GLM-4.7-Flash (Reasoning): Best: $0.40

Context window

DeepSeek V3.1 Terminus (Non-reasoning): 1M
GLM-4.7-Flash (Reasoning): 1M

Reasoning

DeepSeek V3.1 Terminus (Non-reasoning): No
GLM-4.7-Flash (Reasoning): Yes

Open weights

DeepSeek V3.1 Terminus (Non-reasoning): Yes
GLM-4.7-Flash (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.

DeepSeek V3.1 Terminus (Non-reasoning)14.8 · $0.453
GLM-4.7-Flash (Reasoning)14.9 · $0.153