Model Comparator

Compare up to four models using the same criteria.

Qwen3 VL 235B A22B Instruct
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 VL 235B A22B Instruct Alibaba	MiniMax M1 40k MiniMax
Intelligence	9.9	Best: 10
Math	Best: 70.7	13.7
Speed	28.5 t/s	—
TTFT	1.43 s	—
Input · $ / 1M tokens	$0.215	—
Output · $ / 1M tokens	$1.39	—
Context window	262K	Best: 1M
Reasoning	No	Yes
Open weights	Yes	Yes

Intelligence

Qwen3 VL 235B A22B Instruct: 9.9
MiniMax M1 40k: Best: 10

Math

Qwen3 VL 235B A22B Instruct: Best: 70.7
MiniMax M1 40k: 13.7

Speed

Qwen3 VL 235B A22B Instruct: 28.5 t/s
MiniMax M1 40k: —

TTFT

Qwen3 VL 235B A22B Instruct: 1.43 s
MiniMax M1 40k: —

Input · $ / 1M tokens

Qwen3 VL 235B A22B Instruct: $0.215
MiniMax M1 40k: —

Output · $ / 1M tokens

Qwen3 VL 235B A22B Instruct: $1.39
MiniMax M1 40k: —

Context window

Qwen3 VL 235B A22B Instruct: 262K
MiniMax M1 40k: Best: 1M

Reasoning

Qwen3 VL 235B A22B Instruct: No
MiniMax M1 40k: Yes

Open weights

Qwen3 VL 235B A22B Instruct: Yes
MiniMax M1 40k: Yes

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 235B A22B Instruct9.9 · $0.509

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