Model Comparator

Compare up to four models using the same criteria.

2 models compared

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

Intelligence

Magistral Medium 1.2
Best: 11.8
Gemini 3.5 Flash-Lite
11.7

Coding

Magistral Medium 1.2
21.3
Gemini 3.5 Flash-Lite
Best: 49.3

Math

Magistral Medium 1.2
82
Gemini 3.5 Flash-Lite
—

Agentic

Magistral Medium 1.2
—
Gemini 3.5 Flash-Lite
14.3

Speed

Magistral Medium 1.2
—
Gemini 3.5 Flash-Lite
382 t/s

TTFT

Magistral Medium 1.2
—
Gemini 3.5 Flash-Lite
6.82 s

Input · $ / 1M tokens

Magistral Medium 1.2
—
Gemini 3.5 Flash-Lite
$0.30

Output · $ / 1M tokens

Magistral Medium 1.2
—
Gemini 3.5 Flash-Lite
$2.50

Context window

Magistral Medium 1.2
128K
Gemini 3.5 Flash-Lite
Best: 1M

Reasoning

Magistral Medium 1.2
Yes
Gemini 3.5 Flash-Lite
Yes

Open weights

Magistral Medium 1.2
No
Gemini 3.5 Flash-Lite
No

Cost / task

Magistral Medium 1.2
—
Gemini 3.5 Flash-Lite
$0.693

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.

Intelligence Indexmost efficient ↗Cost per task
  • Gemini 3.5 Flash-Lite11.7 · $0.693

Not plotted for lack of data on these axes: Magistral Medium 1.2.

Preferences and analytics

Rybbit: visits, performance, clicks, copies, forms and session replay (masked inputs), with your permission. Refusing does not limit the site.

Privacy

Allow navigation analytics?

With your permission, Rybbit measures visits, performance and interactions (clicks, copies, forms), including session replay, to improve BenchSift. Input values are masked in replays. Refusing does not limit the site.

Your choice is stored for 180 days. Change it at any time using “Privacy preferences” in the footer. Withdrawal reloads the page.

No choice stored: Rybbit is disabled.

Privacy