Model Comparator

Compare up to four models using the same criteria.

Ring-2.6-1T
InclusionAI
Gemma 4 26B A4B (Reasoning)
Google

Differences only

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

Model Comparator
Metrics	Ring-2.6-1T InclusionAI	Gemma 4 26B A4B (Reasoning) Google
Intelligence	16.6	Best: 16.7
Coding	Best: 42.8	39.3
Agentic	Best: 10.7	2.9
Speed	Best: 117 t/s	62.7 t/s
TTFT	3.72 s	Best: 0.97 s
Input · $ / 1M tokens	$0.30×3 relative to the lowest price among the compared models	Best: $0.10
Output · $ / 1M tokens	$2.50×6.3 relative to the lowest price among the compared models	Best: $0.40
Context window	Best: 262K	256K
Reasoning	Yes	Yes
Open weights	Yes	Yes
Cost / task	$0.287	—

Intelligence

Ring-2.6-1T: 16.6
Gemma 4 26B A4B (Reasoning): Best: 16.7

Coding

Ring-2.6-1T: Best: 42.8
Gemma 4 26B A4B (Reasoning): 39.3

Agentic

Ring-2.6-1T: Best: 10.7
Gemma 4 26B A4B (Reasoning): 2.9

Speed

Ring-2.6-1T: Best: 117 t/s
Gemma 4 26B A4B (Reasoning): 62.7 t/s

TTFT

Ring-2.6-1T: 3.72 s
Gemma 4 26B A4B (Reasoning): Best: 0.97 s

Input · $ / 1M tokens

Ring-2.6-1T: $0.30×3 relative to the lowest price among the compared models
Gemma 4 26B A4B (Reasoning): Best: $0.10

Output · $ / 1M tokens

Ring-2.6-1T: $2.50×6.3 relative to the lowest price among the compared models
Gemma 4 26B A4B (Reasoning): Best: $0.40

Context window

Ring-2.6-1T: Best: 262K
Gemma 4 26B A4B (Reasoning): 256K

Reasoning

Ring-2.6-1T: Yes
Gemma 4 26B A4B (Reasoning): Yes

Open weights

Ring-2.6-1T: Yes
Gemma 4 26B A4B (Reasoning): Yes

Cost / task

Ring-2.6-1T: $0.287
Gemma 4 26B A4B (Reasoning): —

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.

Ring-2.6-1T16.6 · $0.85
Gemma 4 26B A4B (Reasoning)16.7 · $0.175