Model Comparator

Compare up to four models using the same criteria.

GLM-5.2 (Max)
Z.AI
Motif 3
Motif Technologies

Differences only

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

Model Comparator
Metrics	GLM-5.2 (Max) Z.AI	Motif 3 Motif Technologies
Intelligence	Best: 33.7	33.6
Coding	Best: 68.8	63.5
Agentic	Best: 38.4	28.4
Speed	81.1 t/s	—
TTFT	3.25 s	—
Input · $ / 1M tokens	$1.40	—
Output · $ / 1M tokens	$4.40	—
Context window	Best: 1M	262K
Reasoning	Yes	Yes
Open weights	Yes	Yes
Cost / task	$1.47	—

Intelligence

GLM-5.2 (Max): Best: 33.7
Motif 3: 33.6

Coding

GLM-5.2 (Max): Best: 68.8
Motif 3: 63.5

Agentic

GLM-5.2 (Max): Best: 38.4
Motif 3: 28.4

Speed

GLM-5.2 (Max): 81.1 t/s
Motif 3: —

TTFT

GLM-5.2 (Max): 3.25 s
Motif 3: —

Input · $ / 1M tokens

GLM-5.2 (Max): $1.40
Motif 3: —

Output · $ / 1M tokens

GLM-5.2 (Max): $4.40
Motif 3: —

Context window

GLM-5.2 (Max): Best: 1M
Motif 3: 262K

Reasoning

GLM-5.2 (Max): Yes
Motif 3: Yes

Open weights

GLM-5.2 (Max): Yes
Motif 3: Yes

Cost / task

GLM-5.2 (Max): $1.47
Motif 3: —

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-5.2 (Max)33.7 · $1.47

Not plotted for lack of data on these axes: Motif 3.