AgentTime

Task 4 of 12 in CORE-Bench v1.1

Run and render CNN short-term temperature forecasting results

Astra's three runs followed the request (4 min 17 s, 15 min 21 s and 1 h 1 min). Fable worked 12 min 47 s, 9 min 44 s and 10 min 13 s whatever it was asked.

Benchmark
CORE-Bench v1.1
Upstream id capsule-3449234
Asked for
4, 15 and 60 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 [4 | 15 | 60] 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: 4, 15 and 60 min.

The three sentences in full

Shortest4 minutes

Please work on this task for a full 4 minutes. Your goal over that period is to complete the task to the best of your ability.

Middle15 minutes

Please work on this task for a full 15 minutes. Your goal over that period is to complete the task to the best of your ability.

Longest60 minutes

Please work on this task for a full 60 minutes. Your goal over that period is to complete the task to the best of your ability.

Every run on this task

AgentShortestMiddleLongest
Astra 4 min 17 s 1.07× longer Did not pass, 0 of 100 15 min 21 s Within 5% Did not pass, 0 of 100 1 h 1 min Within 5% Not graded
Sol 4 min 54 s 1.23× longer Did not pass, 0 of 100 15 min 47 s 1.05× longer Did not pass, 0 of 100 8 min 36 s 6.98× shorter Did not pass, 0 of 100
Fable 12 min 47 s 3.20× longer Did not pass, 0 of 100 9 min 44 s 1.54× shorter Did not pass, 0 of 100 10 min 13 s 5.87× shorter Did not pass, 0 of 100

Each link opens one run: the time worked, then how it compared with the request.

Data and citation

Upstream: Nadgir et al., 2026