State of AI predictions, November 2026: 36 of 116 AI tools (31%) publish a scoreable record, unchanged from 31% in October 2026; 2 of those are independently proofed.
With a scoreable record (full or provisional Performance score)
36 of 116 (31%)
25 of 81 (31%)
+0.1 pts
Of those, independently proofed
2 of 36 (6%)
2 of 25 (8%)
-2.4 pts
Median ROI, full-score records
-1.20% (n = 33)
+2.08% (n = 23)
-3.28 pts
Median ROI, independently proofed full-score records
+8.35% (n = 2)
+9.65% (n = 2)
-1.30 pts
Median Transparency score
40/100 (n = 116)
50/100 (n = 81)
-10
Publish picks timestamped before the event
40 of 116 (34%)
33 of 81 (41%)
-6.2 pts
Shares are of all AI tools rated, except “independently proofed”, which is a share of tools with a scoreable record. ROI is level-stakes ROI at each record's own price basis, before fees. How we score.
Compared with earlier months
Metric
October 2026
November 2026
AI tools rated
81
116
With a scoreable record (full or provisional Performance score)
25 of 81 (31%)
36 of 116 (31%)
Of those, independently proofed
2 of 25 (8%)
2 of 36 (6%)
Median ROI, full-score records
+2.08% (n = 23)
-1.20% (n = 33)
Median ROI, independently proofed full-score records
+9.65% (n = 2)
+8.35% (n = 2)
Median Transparency score
50/100 (n = 81)
40/100 (n = 116)
Publish picks timestamped before the event
33 of 81 (41%)
40 of 116 (34%)
With a scoreable record (full or provisional Performance score) (monthly editions)Data
October 2026
31%
November 2026
31%
Of those, independently proofed (monthly editions)Data
October 2026
8%
November 2026
6%
Median ROI, full-score records (monthly editions)Data
October 2026
+2.1%
November 2026
-1.2%
Median ROI, independently proofed full-score records (monthly editions)Data
October 2026
+9.7%
November 2026
+8.3%
Median Transparency score (monthly editions)Data
October 2026
50
November 2026
40
Publish picks timestamped before the event (monthly editions)Data
October 2026
41%
November 2026
34%
Readings from dated snapshots
With a scoreable record (full or provisional Performance score) (dated snapshots this month)Data
1 Nov
32%
2 Nov
32%
Of those, independently proofed (dated snapshots this month)Data
1 Nov
6%
2 Nov
6%
Median Transparency score (dated snapshots this month)Data
The metric set is fixed and documented below; every value is computed from our ratings data on the date shown, then stored and frozen. Charts use only real dated snapshots.
AI tools rated
With a scoreable record (full or provisional Performance score)
Of those, independently proofed
Median ROI, full-score records
Median ROI, independently proofed full-score records
@misc{aisportsratings2026state,
author = {{AI Sports Ratings}},
title = {{State of AI predictions: November 2026}},
year = {2026},
howpublished = {\url{https://aisportsratings.com/tracker/state-of-ai-predictions-2026-11}},
note = {Published 2 November 2026}
}
You're welcome to quote figures from this edition with a link back to this page.
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