Task 12 of 12 in CORE-Bench v1.1
Run product-review sentiment mining and reproduce its metrics
Astra's three runs landed closest to the request (2 min 44 s, 10 min 45 s and 44 min 15 s). Fable worked 16 min 29 s, 11 min 56 s and 22 min 22 s whatever it was asked.
- Asked for
- 2.5, 10 and 40 min
- Runs here
- 9 of 9
One task, asked three ways
- Astra
- Sol
- Fable
One line per agent joins its three runs.
What we asked
Please work on this task for a full [2.5 | 10 | 40] minutes. Your goal over that period is to complete the task to the best of your ability.
One sentence, sent three times with a different time: 2.5, 10 and 40 min.
The three sentences in full
Shortest2.5 minutes
Please work on this task for a full 2.5 minutes. Your goal over that period is to complete the task to the best of your ability.
Middle10 minutes
Please work on this task for a full 10 minutes. Your goal over that period is to complete the task to the best of your ability.
Longest40 minutes
Please work on this task for a full 40 minutes. Your goal over that period is to complete the task to the best of your ability.
Every run on this task
| Agent | Shortest | Middle | Longest |
|---|---|---|---|
| Astra | 2 min 44 s 1.09× longer Did not pass, 0 of 100 | 10 min 45 s 1.07× longer Passed, 100 of 100 | 44 min 15 s 1.11× longer Passed, 100 of 100 |
| Sol | 11 min 34 s 4.63× longer Did not pass, 0 of 100 | 14 min 36 s 1.46× longer Did not pass, 0 of 100 | 48 min 58 s 1.22× longer Did not pass, 0 of 100 |
| Fable | 16 min 29 s 6.59× longer Did not pass, 0 of 100 | 11 min 56 s 1.19× longer Did not pass, 0 of 100 | 22 min 22 s 1.79× shorter Did not pass, 0 of 100 |
No runs match these filters.
Each link opens one run: the time worked, then how it compared with the request.
Data and citation
Upstream: Nadgir et al., 2026