Model Comparator

Compare up to four models using the same criteria.

GPT-6 Luna (Non-reasoning)
OpenAI
Qwen3 VL 30B A3B (Reasoning)
Alibaba

Differences only

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

Model Comparator
Metrics	GPT-6 Luna (Non-reasoning) OpenAI	Qwen3 VL 30B A3B (Reasoning) Alibaba
Intelligence	9.4	Best: 9.5
Math	—	82.3
Speed	113 t/s	Best: 114 t/s
TTFT	Best: 0.85 s	2.25 s
Input · $ / 1M tokens	Best: $0.10	$0.50×5 relative to the lowest price among the compared models
Output · $ / 1M tokens	$0.50	$0.50
Context window	1M	1M
Reasoning	No	Yes
Open weights	No	Yes
Cost / task	$0.0714	—

Intelligence

GPT-6 Luna (Non-reasoning): 9.4
Qwen3 VL 30B A3B (Reasoning): Best: 9.5

Math

GPT-6 Luna (Non-reasoning): —
Qwen3 VL 30B A3B (Reasoning): 82.3

Speed

GPT-6 Luna (Non-reasoning): 113 t/s
Qwen3 VL 30B A3B (Reasoning): Best: 114 t/s

TTFT

GPT-6 Luna (Non-reasoning): Best: 0.85 s
Qwen3 VL 30B A3B (Reasoning): 2.25 s

Input · $ / 1M tokens

GPT-6 Luna (Non-reasoning): Best: $0.10
Qwen3 VL 30B A3B (Reasoning): $0.50×5 relative to the lowest price among the compared models

Output · $ / 1M tokens

GPT-6 Luna (Non-reasoning): $0.50
Qwen3 VL 30B A3B (Reasoning): $0.50

Context window

GPT-6 Luna (Non-reasoning): 1M
Qwen3 VL 30B A3B (Reasoning): 1M

Reasoning

GPT-6 Luna (Non-reasoning): No
Qwen3 VL 30B A3B (Reasoning): Yes

Open weights

GPT-6 Luna (Non-reasoning): No
Qwen3 VL 30B A3B (Reasoning): Yes

Cost / task

GPT-6 Luna (Non-reasoning): $0.0714
Qwen3 VL 30B A3B (Reasoning): —

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.

GPT-6 Luna (Non-reasoning)9.4 · $0.20
Qwen3 VL 30B A3B (Reasoning)9.5 · $0.50