Model Comparator

Compare up to four models using the same criteria.

DeepSeek V3.2 Exp (Non-reasoning)
DeepSeek
Gemma 4 12B (Reasoning)
Google

Differences only

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

Model Comparator
Metrics	DeepSeek V3.2 Exp (Non-reasoning) DeepSeek	Gemma 4 12B (Reasoning) Google
Intelligence	13.9	Best: 14.2
Coding	—	31
Math	57.7	—
Speed	—	109 t/s
TTFT	—	2.23 s
Input · $ / 1M tokens	$0.28×2.8 relative to the lowest price among the compared models	Best: $0.10
Output · $ / 1M tokens	$0.42×1.4 relative to the lowest price among the compared models	Best: $0.30
Context window	1M	1M
Reasoning	No	Yes
Open weights	Yes	Yes

Intelligence

DeepSeek V3.2 Exp (Non-reasoning): 13.9
Gemma 4 12B (Reasoning): Best: 14.2

Coding

DeepSeek V3.2 Exp (Non-reasoning): —
Gemma 4 12B (Reasoning): 31

Math

DeepSeek V3.2 Exp (Non-reasoning): 57.7
Gemma 4 12B (Reasoning): —

Speed

DeepSeek V3.2 Exp (Non-reasoning): —
Gemma 4 12B (Reasoning): 109 t/s

TTFT

DeepSeek V3.2 Exp (Non-reasoning): —
Gemma 4 12B (Reasoning): 2.23 s

Input · $ / 1M tokens

DeepSeek V3.2 Exp (Non-reasoning): $0.28×2.8 relative to the lowest price among the compared models
Gemma 4 12B (Reasoning): Best: $0.10

Output · $ / 1M tokens

DeepSeek V3.2 Exp (Non-reasoning): $0.42×1.4 relative to the lowest price among the compared models
Gemma 4 12B (Reasoning): Best: $0.30

Context window

DeepSeek V3.2 Exp (Non-reasoning): 1M
Gemma 4 12B (Reasoning): 1M

Reasoning

DeepSeek V3.2 Exp (Non-reasoning): No
Gemma 4 12B (Reasoning): Yes

Open weights

DeepSeek V3.2 Exp (Non-reasoning): Yes
Gemma 4 12B (Reasoning): 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.

DeepSeek V3.2 Exp (Non-reasoning)13.9 · $0.315
Gemma 4 12B (Reasoning)14.2 · $0.15