Model Comparator

Compare up to four models using the same criteria.

Ling-3.0-flash-VL
InclusionAI
Grok 4.3 (High)
SpaceXSI

Differences only

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

Model Comparator
Metrics	Ling-3.0-flash-VL InclusionAI	Grok 4.3 (High) SpaceXSI
Intelligence	24.6	Best: 24.9
Coding	Best: 57	42.2
Agentic	Best: 28.7	15.5
Speed	Best: 124 t/s	86.6 t/s
TTFT	Best: 2.13 s	27.3 s
Input · $ / 1M tokens	Best: $0.075	$1.25×16.7 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $0.22	$2.50×11.4 relative to the lowest price among the compared models
Context window	262K	Best: 1M
Reasoning	Yes	Yes
Open weights	Yes	No
Cost / task	—	$0.205

Intelligence

Ling-3.0-flash-VL: 24.6
Grok 4.3 (High): Best: 24.9

Coding

Ling-3.0-flash-VL: Best: 57
Grok 4.3 (High): 42.2

Agentic

Ling-3.0-flash-VL: Best: 28.7
Grok 4.3 (High): 15.5

Speed

Ling-3.0-flash-VL: Best: 124 t/s
Grok 4.3 (High): 86.6 t/s

TTFT

Ling-3.0-flash-VL: Best: 2.13 s
Grok 4.3 (High): 27.3 s

Input · $ / 1M tokens

Ling-3.0-flash-VL: Best: $0.075
Grok 4.3 (High): $1.25×16.7 relative to the lowest price among the compared models

Output · $ / 1M tokens

Ling-3.0-flash-VL: Best: $0.22
Grok 4.3 (High): $2.50×11.4 relative to the lowest price among the compared models

Context window

Ling-3.0-flash-VL: 262K
Grok 4.3 (High): Best: 1M

Reasoning

Ling-3.0-flash-VL: Yes
Grok 4.3 (High): Yes

Open weights

Ling-3.0-flash-VL: Yes
Grok 4.3 (High): No

Cost / task

Ling-3.0-flash-VL: —
Grok 4.3 (High): $0.205

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.

Ling-3.0-flash-VL24.6 · $0.111
Grok 4.3 (High)24.9 · $1.56