Model Comparator

Compare up to four models using the same criteria.

GPT-4.1 mini
OpenAI
Nova 2.0 Pro Preview (Non-reasoning)
Amazon

Differences only

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

Model Comparator
Metrics	GPT-4.1 mini OpenAI	Nova 2.0 Pro Preview (Non-reasoning) Amazon
Intelligence	Best: 10.2	10
Coding	20.2	Best: 20.9
Math	Best: 46.3	30.7
Speed	Best: 147 t/s	106 t/s
TTFT	Best: 0.73 s	1.03 s
Input · $ / 1M tokens	Best: $0.40	$1.38×3.4 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $1.60	$11×6.9 relative to the lowest price among the compared models
Context window	Best: 1M	256K
Reasoning	No	No
Open weights	No	No

Intelligence

GPT-4.1 mini: Best: 10.2
Nova 2.0 Pro Preview (Non-reasoning): 10

Coding

GPT-4.1 mini: 20.2
Nova 2.0 Pro Preview (Non-reasoning): Best: 20.9

Math

GPT-4.1 mini: Best: 46.3
Nova 2.0 Pro Preview (Non-reasoning): 30.7

Speed

GPT-4.1 mini: Best: 147 t/s
Nova 2.0 Pro Preview (Non-reasoning): 106 t/s

TTFT

GPT-4.1 mini: Best: 0.73 s
Nova 2.0 Pro Preview (Non-reasoning): 1.03 s

Input · $ / 1M tokens

GPT-4.1 mini: Best: $0.40
Nova 2.0 Pro Preview (Non-reasoning): $1.38×3.4 relative to the lowest price among the compared models

Output · $ / 1M tokens

GPT-4.1 mini: Best: $1.60
Nova 2.0 Pro Preview (Non-reasoning): $11×6.9 relative to the lowest price among the compared models

Context window

GPT-4.1 mini: Best: 1M
Nova 2.0 Pro Preview (Non-reasoning): 256K

Reasoning

GPT-4.1 mini: No
Nova 2.0 Pro Preview (Non-reasoning): No

Open weights

GPT-4.1 mini: No
Nova 2.0 Pro Preview (Non-reasoning): No

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.

GPT-4.1 mini10.2 · $0.70
Nova 2.0 Pro Preview (Non-reasoning)10 · $3.78