Model Comparator

Compare up to four models using the same criteria.

Qwen3.5 4B (Non-reasoning)
Alibaba
Trinity Large Thinking
Arcee AI

Differences only

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

Model Comparator
Metrics	Qwen3.5 4B (Non-reasoning) Alibaba	Trinity Large Thinking Arcee AI
Intelligence	10.8	10.8
Coding	20.3	Best: 25.8
Agentic	—	1
Speed	13.1 t/s	Best: 346 t/s
TTFT	Best: 1 s	1.1 s
Input · $ / 1M tokens	Best: $0.030	$0.25×8.3 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $0.15	$0.80×5.3 relative to the lowest price among the compared models
Context window	262K	Best: 512K
Reasoning	No	Yes
Open weights	Yes	Yes
Cost / task	—	$0.119

Intelligence

Qwen3.5 4B (Non-reasoning): 10.8
Trinity Large Thinking: 10.8

Coding

Qwen3.5 4B (Non-reasoning): 20.3
Trinity Large Thinking: Best: 25.8

Agentic

Qwen3.5 4B (Non-reasoning): —
Trinity Large Thinking: 1

Speed

Qwen3.5 4B (Non-reasoning): 13.1 t/s
Trinity Large Thinking: Best: 346 t/s

TTFT

Qwen3.5 4B (Non-reasoning): Best: 1 s
Trinity Large Thinking: 1.1 s

Input · $ / 1M tokens

Qwen3.5 4B (Non-reasoning): Best: $0.030
Trinity Large Thinking: $0.25×8.3 relative to the lowest price among the compared models

Output · $ / 1M tokens

Qwen3.5 4B (Non-reasoning): Best: $0.15
Trinity Large Thinking: $0.80×5.3 relative to the lowest price among the compared models

Context window

Qwen3.5 4B (Non-reasoning): 262K
Trinity Large Thinking: Best: 512K

Reasoning

Qwen3.5 4B (Non-reasoning): No
Trinity Large Thinking: Yes

Open weights

Qwen3.5 4B (Non-reasoning): Yes
Trinity Large Thinking: Yes

Cost / task

Qwen3.5 4B (Non-reasoning): —
Trinity Large Thinking: $0.119

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 4B (Non-reasoning)10.8 · $0.060
Trinity Large Thinking10.8 · $0.388