Model Comparator

Compare up to four models using the same criteria.

DeepSeek V3.2 (Non-reasoning)
DeepSeek
Gemini 3.1 Flash-Lite
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 (Non-reasoning) DeepSeek	Gemini 3.1 Flash-Lite Google
Intelligence	Best: 16	15.6
Coding	Best: 44.2	34.7
Math	59	—
Agentic	—	1.6
Speed	—	342 t/s
TTFT	—	4.25 s
Input · $ / 1M tokens	$0.28×1.1 relative to the lowest price among the compared models	Best: $0.25
Output · $ / 1M tokens	Best: $0.42	$1.50×3.6 relative to the lowest price among the compared models
Context window	128K	Best: 1M
Reasoning	No	Yes
Open weights	Yes	No
Cost / task	—	$0.0602

Intelligence

DeepSeek V3.2 (Non-reasoning): Best: 16
Gemini 3.1 Flash-Lite: 15.6

Coding

DeepSeek V3.2 (Non-reasoning): Best: 44.2
Gemini 3.1 Flash-Lite: 34.7

Math

DeepSeek V3.2 (Non-reasoning): 59
Gemini 3.1 Flash-Lite: —

Agentic

DeepSeek V3.2 (Non-reasoning): —
Gemini 3.1 Flash-Lite: 1.6

Speed

DeepSeek V3.2 (Non-reasoning): —
Gemini 3.1 Flash-Lite: 342 t/s

TTFT

DeepSeek V3.2 (Non-reasoning): —
Gemini 3.1 Flash-Lite: 4.25 s

Input · $ / 1M tokens

DeepSeek V3.2 (Non-reasoning): $0.28×1.1 relative to the lowest price among the compared models
Gemini 3.1 Flash-Lite: Best: $0.25

Output · $ / 1M tokens

DeepSeek V3.2 (Non-reasoning): Best: $0.42
Gemini 3.1 Flash-Lite: $1.50×3.6 relative to the lowest price among the compared models

Context window

DeepSeek V3.2 (Non-reasoning): 128K
Gemini 3.1 Flash-Lite: Best: 1M

Reasoning

DeepSeek V3.2 (Non-reasoning): No
Gemini 3.1 Flash-Lite: Yes

Open weights

DeepSeek V3.2 (Non-reasoning): Yes
Gemini 3.1 Flash-Lite: No

Cost / task

DeepSeek V3.2 (Non-reasoning): —
Gemini 3.1 Flash-Lite: $0.0602

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 (Non-reasoning)16 · $0.315
Gemini 3.1 Flash-Lite15.6 · $0.563