Model Comparator

Compare up to four models using the same criteria.

Gemini 3.8 Flash (Medium)
Google
Claude Sonnet 4.6 (Non-reasoning, High)
Anthropic

Differences only

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

Model Comparator
Metrics	Gemini 3.8 Flash (Medium) Google	Claude Sonnet 4.6 (Non-reasoning, High) Anthropic
Intelligence	30.1	30.1
Coding	Best: 74.1	63
Agentic	Best: 39.7	31.8
Speed	—	43.1 t/s
TTFT	—	1 s
Input · $ / 1M tokens	Best: $0.75	$3×4 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $3.75	$15×4 relative to the lowest price among the compared models
Context window	1M	1M
Reasoning	Yes	No
Open weights	No	No
Cost / task	$6.26	—

Intelligence

Gemini 3.8 Flash (Medium): 30.1
Claude Sonnet 4.6 (Non-reasoning, High): 30.1

Coding

Gemini 3.8 Flash (Medium): Best: 74.1
Claude Sonnet 4.6 (Non-reasoning, High): 63

Agentic

Gemini 3.8 Flash (Medium): Best: 39.7
Claude Sonnet 4.6 (Non-reasoning, High): 31.8

Speed

Gemini 3.8 Flash (Medium): —
Claude Sonnet 4.6 (Non-reasoning, High): 43.1 t/s

TTFT

Gemini 3.8 Flash (Medium): —
Claude Sonnet 4.6 (Non-reasoning, High): 1 s

Input · $ / 1M tokens

Gemini 3.8 Flash (Medium): Best: $0.75
Claude Sonnet 4.6 (Non-reasoning, High): $3×4 relative to the lowest price among the compared models

Output · $ / 1M tokens

Gemini 3.8 Flash (Medium): Best: $3.75
Claude Sonnet 4.6 (Non-reasoning, High): $15×4 relative to the lowest price among the compared models

Context window

Gemini 3.8 Flash (Medium): 1M
Claude Sonnet 4.6 (Non-reasoning, High): 1M

Reasoning

Gemini 3.8 Flash (Medium): Yes
Claude Sonnet 4.6 (Non-reasoning, High): No

Open weights

Gemini 3.8 Flash (Medium): No
Claude Sonnet 4.6 (Non-reasoning, High): No

Cost / task

Gemini 3.8 Flash (Medium): $6.26
Claude Sonnet 4.6 (Non-reasoning, High): —

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 3.8 Flash (Medium)30.1 · $1.50
Claude Sonnet 4.6 (Non-reasoning, High)30.1 · $6