Model Comparator

Compare up to four models using the same criteria.

Qwen3.5 397B A17B (Reasoning)
Alibaba
Claude 4.1 Opus (Non-reasoning)
Anthropic

Differences only

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

Model Comparator
Metrics	Qwen3.5 397B A17B (Reasoning) Alibaba	Claude 4.1 Opus (Non-reasoning) Anthropic
Intelligence	18.4	Best: 18.6
Coding	48.2	—
Agentic	8.3	—
Speed	55.9 t/s	—
TTFT	2.5 s	—
Input · $ / 1M tokens	Best: $0.60	$15×25 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $3.60	$75×20.8 relative to the lowest price among the compared models
Context window	Best: 262K	200K
Reasoning	Yes	No
Open weights	Yes	No
Cost / task	$0.475	—

Intelligence

Qwen3.5 397B A17B (Reasoning): 18.4
Claude 4.1 Opus (Non-reasoning): Best: 18.6

Coding

Qwen3.5 397B A17B (Reasoning): 48.2
Claude 4.1 Opus (Non-reasoning): —

Agentic

Qwen3.5 397B A17B (Reasoning): 8.3
Claude 4.1 Opus (Non-reasoning): —

Speed

Qwen3.5 397B A17B (Reasoning): 55.9 t/s
Claude 4.1 Opus (Non-reasoning): —

TTFT

Qwen3.5 397B A17B (Reasoning): 2.5 s
Claude 4.1 Opus (Non-reasoning): —

Input · $ / 1M tokens

Qwen3.5 397B A17B (Reasoning): Best: $0.60
Claude 4.1 Opus (Non-reasoning): $15×25 relative to the lowest price among the compared models

Output · $ / 1M tokens

Qwen3.5 397B A17B (Reasoning): Best: $3.60
Claude 4.1 Opus (Non-reasoning): $75×20.8 relative to the lowest price among the compared models

Context window

Qwen3.5 397B A17B (Reasoning): Best: 262K
Claude 4.1 Opus (Non-reasoning): 200K

Reasoning

Qwen3.5 397B A17B (Reasoning): Yes
Claude 4.1 Opus (Non-reasoning): No

Open weights

Qwen3.5 397B A17B (Reasoning): Yes
Claude 4.1 Opus (Non-reasoning): No

Cost / task

Qwen3.5 397B A17B (Reasoning): $0.475
Claude 4.1 Opus (Non-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.

Qwen3.5 397B A17B (Reasoning)18.4 · $1.35
Claude 4.1 Opus (Non-reasoning)18.6 · $30