gemini-3.5
Every size listed here runs all six agent surfaces, five consecutive times each: 30 of 30 runs. The one hosted model on this list, measured exactly as the twenty-nine local ones were.
What it does, and how long it takes
Section titled “What it does, and how long it takes”Seconds are the median of the runs that passed, per surface.
| Size | Disk | Investigate | Optimize | Assess | Operate | Analyze | Plan | Median | Slowest |
|---|---|---|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | — | 6s | 11s | 16s | 10s | 6s | 6s | 10s | 21s |
Every cell is 5/5, so the table says how long rather than whether.
What it needs that the defaults do not give it
Section titled “What it needs that the defaults do not give it”gemini-3.5-flash-lite
Section titled “gemini-3.5-flash-lite”empty-turn retry. Its single loss in thirty: the report refused once, held for the plan the surface wants, and then nothing returned.
Method, and where these numbers stop being safe to generalise from:
methodology.md.