Model Comparator

Compare up to four models using the same criteria.

Gemini 3.7 Flash (High)
Google
GPT-5.4 (Xhigh)
OpenAI

Differences only

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

Model Comparator
Metrics	Gemini 3.7 Flash (High) Google	GPT-5.4 (Xhigh) OpenAI
Intelligence	Best: 39.1	39
Coding	Best: 76.1	71.1
Agentic	35.2	—
Speed	Best: 299 t/s	85.5 t/s
TTFT	Best: 8.42 s	178 s
Input · $ / 1M tokens	Best: $0.75	$2.50×3.3 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	Best: 1.1M
Reasoning	Yes	Yes
Open weights	No	No
Cost / task	$0.925	—

Intelligence

Gemini 3.7 Flash (High): Best: 39.1
GPT-5.4 (Xhigh): 39

Coding

Gemini 3.7 Flash (High): Best: 76.1
GPT-5.4 (Xhigh): 71.1

Agentic

Gemini 3.7 Flash (High): 35.2
GPT-5.4 (Xhigh): —

Speed

Gemini 3.7 Flash (High): Best: 299 t/s
GPT-5.4 (Xhigh): 85.5 t/s

TTFT

Gemini 3.7 Flash (High): Best: 8.42 s
GPT-5.4 (Xhigh): 178 s

Input · $ / 1M tokens

Gemini 3.7 Flash (High): Best: $0.75
GPT-5.4 (Xhigh): $2.50×3.3 relative to the lowest price among the compared models

Output · $ / 1M tokens

Gemini 3.7 Flash (High): Best: $3.75
GPT-5.4 (Xhigh): $15×4 relative to the lowest price among the compared models

Context window

Gemini 3.7 Flash (High): 1M
GPT-5.4 (Xhigh): Best: 1.1M

Reasoning

Gemini 3.7 Flash (High): Yes
GPT-5.4 (Xhigh): Yes

Open weights

Gemini 3.7 Flash (High): No
GPT-5.4 (Xhigh): No

Cost / task

Gemini 3.7 Flash (High): $0.925
GPT-5.4 (Xhigh): —

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 3.7 Flash (High)39.1 · $1.50
GPT-5.4 (Xhigh)39 · $5.63