Model Comparator

Compare up to four models using the same criteria.

Gemini 3 Pro Preview (Low)
Google
Ling-3.0-flash-Fin
InclusionAI

Differences only

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

Model Comparator
Metrics	Gemini 3 Pro Preview (Low) Google	Ling-3.0-flash-Fin InclusionAI
Intelligence	22.3	Best: 22.6
Coding	—	55.6
Math	86.7	—
Agentic	—	27.9
Speed	—	383 t/s
TTFT	—	1.43 s
Input · $ / 1M tokens	$2×26.7 relative to the lowest price among the compared models	Best: $0.075
Output · $ / 1M tokens	$12×54.5 relative to the lowest price among the compared models	Best: $0.22
Context window	Best: 1M	262K
Reasoning	Yes	Yes
Open weights	No	Yes

Intelligence

Gemini 3 Pro Preview (Low): 22.3
Ling-3.0-flash-Fin: Best: 22.6

Coding

Gemini 3 Pro Preview (Low): —
Ling-3.0-flash-Fin: 55.6

Math

Gemini 3 Pro Preview (Low): 86.7
Ling-3.0-flash-Fin: —

Agentic

Gemini 3 Pro Preview (Low): —
Ling-3.0-flash-Fin: 27.9

Speed

Gemini 3 Pro Preview (Low): —
Ling-3.0-flash-Fin: 383 t/s

TTFT

Gemini 3 Pro Preview (Low): —
Ling-3.0-flash-Fin: 1.43 s

Input · $ / 1M tokens

Gemini 3 Pro Preview (Low): $2×26.7 relative to the lowest price among the compared models
Ling-3.0-flash-Fin: Best: $0.075

Output · $ / 1M tokens

Gemini 3 Pro Preview (Low): $12×54.5 relative to the lowest price among the compared models
Ling-3.0-flash-Fin: Best: $0.22

Context window

Gemini 3 Pro Preview (Low): Best: 1M
Ling-3.0-flash-Fin: 262K

Reasoning

Gemini 3 Pro Preview (Low): Yes
Ling-3.0-flash-Fin: Yes

Open weights

Gemini 3 Pro Preview (Low): No
Ling-3.0-flash-Fin: 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.

Gemini 3 Pro Preview (Low)22.3 · $4.50
Ling-3.0-flash-Fin22.6 · $0.111