Model Comparator

Compare up to four models using the same criteria.

Qwen3.8 27B (Non-reasoning)
Alibaba
MiniMax M1 40k
MiniMax

Differences only

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

Model Comparator
Metrics	Qwen3.8 27B (Non-reasoning) Alibaba	MiniMax M1 40k MiniMax
Intelligence	10	10
Coding	44.6	—
Math	—	13.7
Agentic	22.4	—
Speed	43.6 t/s	—
TTFT	3.89 s	—
Input · $ / 1M tokens	$0.50	—
Output · $ / 1M tokens	$3	—
Context window	256K	Best: 1M
Reasoning	No	Yes
Open weights	Yes	Yes
Cost / task	$3.77	—

Intelligence

Qwen3.8 27B (Non-reasoning): 10
MiniMax M1 40k: 10

Coding

Qwen3.8 27B (Non-reasoning): 44.6
MiniMax M1 40k: —

Math

Qwen3.8 27B (Non-reasoning): —
MiniMax M1 40k: 13.7

Agentic

Qwen3.8 27B (Non-reasoning): 22.4
MiniMax M1 40k: —

Speed

Qwen3.8 27B (Non-reasoning): 43.6 t/s
MiniMax M1 40k: —

TTFT

Qwen3.8 27B (Non-reasoning): 3.89 s
MiniMax M1 40k: —

Input · $ / 1M tokens

Qwen3.8 27B (Non-reasoning): $0.50
MiniMax M1 40k: —

Output · $ / 1M tokens

Qwen3.8 27B (Non-reasoning): $3
MiniMax M1 40k: —

Context window

Qwen3.8 27B (Non-reasoning): 256K
MiniMax M1 40k: Best: 1M

Reasoning

Qwen3.8 27B (Non-reasoning): No
MiniMax M1 40k: Yes

Open weights

Qwen3.8 27B (Non-reasoning): Yes
MiniMax M1 40k: Yes

Cost / task

Qwen3.8 27B (Non-reasoning): $3.77
MiniMax M1 40k: —

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.

Qwen3.8 27B (Non-reasoning)10 · $3.77

Not plotted for lack of data on these axes: MiniMax M1 40k.