Model Comparator

Compare up to four models using the same criteria.

Gemma 4 31B (Non-reasoning)
Google
DeepSeek V3.1 (Non-reasoning)
DeepSeek

Differences only

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

Model Comparator
Metrics	Gemma 4 31B (Non-reasoning) Google	DeepSeek V3.1 (Non-reasoning) DeepSeek
Intelligence	Best: 13.9	13.7
Coding	33.2	—
Math	—	49.7
Speed	48 t/s	Best: 98 t/s
TTFT	1.97 s	Best: 1.39 s
Input · $ / 1M tokens	Best: $0.165	$0.56×3.4 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $0.40	$1.68×4.2 relative to the lowest price among the compared models
Context window	Best: 256K	128K
Reasoning	No	No
Open weights	Yes	Yes

Intelligence

Gemma 4 31B (Non-reasoning): Best: 13.9
DeepSeek V3.1 (Non-reasoning): 13.7

Coding

Gemma 4 31B (Non-reasoning): 33.2
DeepSeek V3.1 (Non-reasoning): —

Math

Gemma 4 31B (Non-reasoning): —
DeepSeek V3.1 (Non-reasoning): 49.7

Speed

Gemma 4 31B (Non-reasoning): 48 t/s
DeepSeek V3.1 (Non-reasoning): Best: 98 t/s

TTFT

Gemma 4 31B (Non-reasoning): 1.97 s
DeepSeek V3.1 (Non-reasoning): Best: 1.39 s

Input · $ / 1M tokens

Gemma 4 31B (Non-reasoning): Best: $0.165
DeepSeek V3.1 (Non-reasoning): $0.56×3.4 relative to the lowest price among the compared models

Output · $ / 1M tokens

Gemma 4 31B (Non-reasoning): Best: $0.40
DeepSeek V3.1 (Non-reasoning): $1.68×4.2 relative to the lowest price among the compared models

Context window

Gemma 4 31B (Non-reasoning): Best: 256K
DeepSeek V3.1 (Non-reasoning): 128K

Reasoning

Gemma 4 31B (Non-reasoning): No
DeepSeek V3.1 (Non-reasoning): No

Open weights

Gemma 4 31B (Non-reasoning): Yes
DeepSeek V3.1 (Non-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.

Gemma 4 31B (Non-reasoning)13.9 · $0.224
DeepSeek V3.1 (Non-reasoning)13.7 · $0.84