The learning loop
Results are pulled hourly, verified against predictions nightly, and folded
back into the models on retrain. This page shows all three happening — so a
stalled loop is visible instead of looking idle.
Job heartbeats
| Job | Last run | Age | What it did |
|---|
| ingest |
2026-07-21 02:04 |
16.3h ago
|
1 new fixture(s), 3410 price(s) |
| predict |
2026-07-21 00:05 |
18.2h ago
|
generated 6 prediction(s) |
| results |
2026-07-21 17:23 |
0.9h ago
|
recorded 0 finished fixture(s) |
| verify |
2026-07-21 12:51 |
5.5h ago
|
recorded 0 result(s), verified 1 prediction(s) |
| retrain |
2026-07-21 00:05 |
18.2h ago
|
trained on 81123 matches |
Running accuracy by league group
1X2 hit-rate over 1 verified prediction(s), as results land.
This is the live counterpart to the out-of-sample holdout on
Reliability.
| Group | Verified | Accuracy |
|---|
| Nordics |
1 |
0.0% |
Recently settled
| Date | League | Match | Score |
Model pick | Result |
|---|
| 07-20 |
Allsvenskan |
Kalmar FF v Malmo FF |
2–2 |
Home win
(38%)
|
wrong
|