Model Comparator

Compare up to four models using the same criteria.

Ling 2.6 Flash
InclusionAI
Qwen3 Coder 30B A3B Instruct
Alibaba

Differences only

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

Model Comparator
Metrics	Ling 2.6 Flash InclusionAI	Qwen3 Coder 30B A3B Instruct Alibaba
Intelligence	Best: 9.7	9.6
Coding	25.3	—
Math	—	29
Speed	—	156 t/s
TTFT	—	1.01 s
Input · $ / 1M tokens	—	$0.15
Output · $ / 1M tokens	—	$0.748
Context window	262K	262K
Reasoning	No	No
Open weights	Yes	Yes

Intelligence

Ling 2.6 Flash: Best: 9.7
Qwen3 Coder 30B A3B Instruct: 9.6

Coding

Ling 2.6 Flash: 25.3
Qwen3 Coder 30B A3B Instruct: —

Math

Ling 2.6 Flash: —
Qwen3 Coder 30B A3B Instruct: 29

Speed

Ling 2.6 Flash: —
Qwen3 Coder 30B A3B Instruct: 156 t/s

TTFT

Ling 2.6 Flash: —
Qwen3 Coder 30B A3B Instruct: 1.01 s

Input · $ / 1M tokens

Ling 2.6 Flash: —
Qwen3 Coder 30B A3B Instruct: $0.15

Output · $ / 1M tokens

Ling 2.6 Flash: —
Qwen3 Coder 30B A3B Instruct: $0.748

Context window

Ling 2.6 Flash: 262K
Qwen3 Coder 30B A3B Instruct: 262K

Reasoning

Ling 2.6 Flash: No
Qwen3 Coder 30B A3B Instruct: No

Open weights

Ling 2.6 Flash: Yes
Qwen3 Coder 30B A3B Instruct: 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 Coder 30B A3B Instruct9.6 · $0.30

Not plotted for lack of data on these axes: Ling 2.6 Flash.