Model Comparator

Compare up to four models using the same criteria.

Gemini 3.1 Flash-Lite
Google
Claude 3.7 Sonnet (Non-reasoning)
Anthropic

Differences only

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

Model Comparator
Metrics	Gemini 3.1 Flash-Lite Google	Claude 3.7 Sonnet (Non-reasoning) Anthropic
Intelligence	Best: 15.6	15.3
Coding	34.7	—
Math	—	21
Agentic	1.6	—
Speed	342 t/s	—
TTFT	4.37 s	—
Input · $ / 1M tokens	Best: $0.25	$3×12 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $1.50	$15×10 relative to the lowest price among the compared models
Context window	Best: 1M	200K
Reasoning	Yes	No
Open weights	No	No
Cost / task	$0.0602	—

Intelligence

Gemini 3.1 Flash-Lite: Best: 15.6
Claude 3.7 Sonnet (Non-reasoning): 15.3

Coding

Gemini 3.1 Flash-Lite: 34.7
Claude 3.7 Sonnet (Non-reasoning): —

Math

Gemini 3.1 Flash-Lite: —
Claude 3.7 Sonnet (Non-reasoning): 21

Agentic

Gemini 3.1 Flash-Lite: 1.6
Claude 3.7 Sonnet (Non-reasoning): —

Speed

Gemini 3.1 Flash-Lite: 342 t/s
Claude 3.7 Sonnet (Non-reasoning): —

TTFT

Gemini 3.1 Flash-Lite: 4.37 s
Claude 3.7 Sonnet (Non-reasoning): —

Input · $ / 1M tokens

Gemini 3.1 Flash-Lite: Best: $0.25
Claude 3.7 Sonnet (Non-reasoning): $3×12 relative to the lowest price among the compared models

Output · $ / 1M tokens

Gemini 3.1 Flash-Lite: Best: $1.50
Claude 3.7 Sonnet (Non-reasoning): $15×10 relative to the lowest price among the compared models

Context window

Gemini 3.1 Flash-Lite: Best: 1M
Claude 3.7 Sonnet (Non-reasoning): 200K

Reasoning

Gemini 3.1 Flash-Lite: Yes
Claude 3.7 Sonnet (Non-reasoning): No

Open weights

Gemini 3.1 Flash-Lite: No
Claude 3.7 Sonnet (Non-reasoning): No

Cost / task

Gemini 3.1 Flash-Lite: $0.0602
Claude 3.7 Sonnet (Non-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.

Gemini 3.1 Flash-Lite15.6 · $0.563
Claude 3.7 Sonnet (Non-reasoning)15.3 · $6