The method
We run this like a scientific experiment, grounded in peer-reviewed AI investing research.
Every model runs on fixed rules, published before results exist.
Models that fail are killed, and stay on the record.
New models earn their place by passing checks set in advance.
Pelster & Val 2024 · Ko & Lee 2024, Finance Research Letters
Every portfolio has a record. Losses included.
Daily snapshot · Refreshed Sep 27, 2026 (UTC)
Brasa TemperataBY-1 Daneel · Top 1 · Monthly
Since Feb 17, 2026 · Through Sep 25, 2026+87.6%
Brasa FrigidaBY-1 Daneel · Top 1 · Quarterly
Since Feb 17, 2026 · Through Sep 25, 2026+18.3%
Brasa CalidaBY-1 Daneel · Top 1 · Weekly
Since Feb 17, 2026 · Through Sep 25, 2026+55.1%
Brasa GelidaBY-1 Daneel · Top 1 · Yearly
Since Feb 17, 2026 · Through Sep 25, 2026+34.8%
Halka TemperataBY-1 Daneel · Top 5 · Monthly
Since Feb 17, 2026 · Through Sep 25, 2026+41.5%
Halka FrigidaBY-1 Daneel · Top 5 · Quarterly
Since Feb 17, 2026 · Through Sep 25, 2026+18.3%
Halka CalidaBY-1 Daneel · Top 5 · Weekly
Since Feb 17, 2026 · Through Sep 25, 2026+18.2%
Halka GelidaBY-1 Daneel · Top 5 · Yearly
Since Feb 17, 2026 · Through Sep 25, 2026+53.3%
Bahari TemperataBY-1 Daneel · Top 10 · Monthly
Since Feb 17, 2026 · Through Sep 25, 2026+34.5%
Bahari FrigidaBY-1 Daneel · Top 10 · Quarterly
Since Feb 17, 2026 · Through Sep 25, 2026+11.8%
Bahari CalidaBY-1 Daneel · Top 10 · Weekly
Since Feb 17, 2026 · Through Sep 25, 2026+29.9%
Bahari GelidaBY-1 Daneel · Top 10 · Yearly
Since Feb 17, 2026 · Through Sep 25, 2026+38.1%
Hesperia TemperataBY-1 Daneel · Top 20 · Monthly
Since Feb 17, 2026 · Through Sep 25, 2026+18.6%
Hesperia FrigidaBY-1 Daneel · Top 20 · Quarterly
Since Feb 17, 2026 · Through Sep 25, 2026+13.7%
Hesperia CalidaBY-1 Daneel · Top 20 · Weekly
Since Feb 17, 2026 · Through Sep 25, 2026+26.9%
Hesperia GelidaBY-1 Daneel · Top 20 · Yearly
Since Feb 17, 2026 · Through Sep 25, 2026+21.7%
Return since inception. Each row shows its own date range. Past performance does not predict future results.
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