Model Comparator

Compare up to four models using the same criteria.

Apriel-v1.6-15B-Thinker
ServiceNow
Qwen3.5 9B (Reasoning)
Alibaba

Differences only

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

Model Comparator
Metrics	Apriel-v1.6-15B-Thinker ServiceNow	Qwen3.5 9B (Reasoning) Alibaba
Intelligence	Best: 13.4	13.3
Coding	—	28.7
Math	88	—
Agentic	—	1.2
Speed	—	64.2 t/s
TTFT	—	1.59 s
Input · $ / 1M tokens	—	$0.135
Output · $ / 1M tokens	—	$0.20
Context window	128K	Best: 1M
Reasoning	Yes	Yes
Open weights	Yes	Yes
Cost / task	—	$0.213

Intelligence

Apriel-v1.6-15B-Thinker: Best: 13.4
Qwen3.5 9B (Reasoning): 13.3

Coding

Apriel-v1.6-15B-Thinker: —
Qwen3.5 9B (Reasoning): 28.7

Math

Apriel-v1.6-15B-Thinker: 88
Qwen3.5 9B (Reasoning): —

Agentic

Apriel-v1.6-15B-Thinker: —
Qwen3.5 9B (Reasoning): 1.2

Speed

Apriel-v1.6-15B-Thinker: —
Qwen3.5 9B (Reasoning): 64.2 t/s

TTFT

Apriel-v1.6-15B-Thinker: —
Qwen3.5 9B (Reasoning): 1.59 s

Input · $ / 1M tokens

Apriel-v1.6-15B-Thinker: —
Qwen3.5 9B (Reasoning): $0.135

Output · $ / 1M tokens

Apriel-v1.6-15B-Thinker: —
Qwen3.5 9B (Reasoning): $0.20

Context window

Apriel-v1.6-15B-Thinker: 128K
Qwen3.5 9B (Reasoning): Best: 1M

Reasoning

Apriel-v1.6-15B-Thinker: Yes
Qwen3.5 9B (Reasoning): Yes

Open weights

Apriel-v1.6-15B-Thinker: Yes
Qwen3.5 9B (Reasoning): Yes

Cost / task

Apriel-v1.6-15B-Thinker: —
Qwen3.5 9B (Reasoning): $0.213

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.

Qwen3.5 9B (Reasoning)13.3 · $0.213

Not plotted for lack of data on these axes: Apriel-v1.6-15B-Thinker.