Model Comparator

Compare up to four models using the same criteria.

Qwen3 VL 8B (Reasoning)
Alibaba
Nova 2.0 Omni (Non-reasoning)
Amazon

Differences only

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

Model Comparator
Metrics	Qwen3 VL 8B (Reasoning) Alibaba	Nova 2.0 Omni (Non-reasoning) Amazon
Intelligence	8.2	8.2
Math	30.7	Best: 37
Speed	115 t/s	—
TTFT	2.33 s	—
Input · $ / 1M tokens	Best: $0.18	$0.30×1.7 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $2.10	$2.50×1.2 relative to the lowest price among the compared models
Context window	256K	Best: 1M
Reasoning	Yes	No
Open weights	Yes	No

Intelligence

Qwen3 VL 8B (Reasoning): 8.2
Nova 2.0 Omni (Non-reasoning): 8.2

Math

Qwen3 VL 8B (Reasoning): 30.7
Nova 2.0 Omni (Non-reasoning): Best: 37

Speed

Qwen3 VL 8B (Reasoning): 115 t/s
Nova 2.0 Omni (Non-reasoning): —

TTFT

Qwen3 VL 8B (Reasoning): 2.33 s
Nova 2.0 Omni (Non-reasoning): —

Input · $ / 1M tokens

Qwen3 VL 8B (Reasoning): Best: $0.18
Nova 2.0 Omni (Non-reasoning): $0.30×1.7 relative to the lowest price among the compared models

Output · $ / 1M tokens

Qwen3 VL 8B (Reasoning): Best: $2.10
Nova 2.0 Omni (Non-reasoning): $2.50×1.2 relative to the lowest price among the compared models

Context window

Qwen3 VL 8B (Reasoning): 256K
Nova 2.0 Omni (Non-reasoning): Best: 1M

Reasoning

Qwen3 VL 8B (Reasoning): Yes
Nova 2.0 Omni (Non-reasoning): No

Open weights

Qwen3 VL 8B (Reasoning): Yes
Nova 2.0 Omni (Non-reasoning): No

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 VL 8B (Reasoning)8.2 · $0.66
Nova 2.0 Omni (Non-reasoning)8.2 · $0.85