Model Comparator

Compare up to four models using the same criteria.

GPT-5.6 Luna (Non-reasoning)
OpenAI
Qwen3 Max
Alibaba

Differences only

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

Model Comparator
Metrics	GPT-5.6 Luna (Non-reasoning) OpenAI	Qwen3 Max Alibaba
Intelligence	15.5	Best: 15.6
Coding	39.3	—
Math	—	80.7
Agentic	13.4	—
Speed	Best: 118 t/s	61.2 t/s
TTFT	Best: 0.76 s	2.25 s
Input · $ / 1M tokens	Best: $0.20	$1.20×6 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $1.20	$6×5 relative to the lowest price among the compared models
Context window	Best: 1M	262K
Reasoning	No	No
Open weights	No	No
Cost / task	$0.0101	—

Intelligence

GPT-5.6 Luna (Non-reasoning): 15.5
Qwen3 Max: Best: 15.6

Coding

GPT-5.6 Luna (Non-reasoning): 39.3
Qwen3 Max: —

Math

GPT-5.6 Luna (Non-reasoning): —
Qwen3 Max: 80.7

Agentic

GPT-5.6 Luna (Non-reasoning): 13.4
Qwen3 Max: —

Speed

GPT-5.6 Luna (Non-reasoning): Best: 118 t/s
Qwen3 Max: 61.2 t/s

TTFT

GPT-5.6 Luna (Non-reasoning): Best: 0.76 s
Qwen3 Max: 2.25 s

Input · $ / 1M tokens

GPT-5.6 Luna (Non-reasoning): Best: $0.20
Qwen3 Max: $1.20×6 relative to the lowest price among the compared models

Output · $ / 1M tokens

GPT-5.6 Luna (Non-reasoning): Best: $1.20
Qwen3 Max: $6×5 relative to the lowest price among the compared models

Context window

GPT-5.6 Luna (Non-reasoning): Best: 1M
Qwen3 Max: 262K

Reasoning

GPT-5.6 Luna (Non-reasoning): No
Qwen3 Max: No

Open weights

GPT-5.6 Luna (Non-reasoning): No
Qwen3 Max: No

Cost / task

GPT-5.6 Luna (Non-reasoning): $0.0101
Qwen3 Max: —

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-5.6 Luna (Non-reasoning)15.5 · $0.45
Qwen3 Max15.6 · $2.40