Model vs Market, Real Picks, Real Outcomes
PropsBot BKFC's prediction model has hit 66.7% accuracy across 99 live-logged BKFC picks (as of September 2026), outperforming the closing market line. Every prediction is time-stamped before the fight — no cherry-picking, no revisions.
We log every live prediction against its actual result. This page updates automatically after each event — a public ledger of the model's real-world performance.
Head-to-Head · 63 co-logged picks
Market beats model on contested picks 5-4. We're learning from these.
Accuracy by Confidence Tier
Higher-confidence picks should hit more often. If High ≤ Medium ≤ Low, the model's self-calibration is broken — alert.
Recent Events — click to expand
BKFC
bkfc-92
Aug 28, 2026
Bouts
12
Model
8/12
Market
9/12
BKFC
bkfc-fight-night-mohegan-sun-2
Aug 20, 2026
Bouts
7
Model
3/7
Market
4/7
BKFC
bkfc-fight-night-sturgis
Aug 7, 2026
Bouts
8
Model
7/8
Market
4/8
BKFC
bkfc-fight-night-newcastle-garside-vs-taylor
Jul 31, 2026
Bouts
10
Model
5/10
Market
4/10
BKFC
bkfc-fight-night-uruguay
Jul 24, 2026
Bouts
10
Model
5/10
Market
2/10
BKFC
bkfc-naples
Jul 17, 2026
Bouts
12
Model
8/12
Market
6/12
BKFC
BKFC Fight Night Hollywood: Lane vs. Henry
Jun 4, 2026
Bouts
1
Model
1/1
Market
1/1
BKFC
BKFC 90 Birmingham: Tierney vs. Franco
May 30, 2026
Bouts
7
Model
6/7
Market
6/7
BKFC
BKFC 89 Palm Desert: Herring vs. Maness
May 23, 2026
Bouts
5
Model
3/5
Market
1/5
BKFC
BLOOD 4 BLOOD
May 6, 2026
Bouts
1
Model
1/1
Market
1/1
BKFC
BKFC Fight Night Clearwater: Gaskins vs Guymon
Apr 24, 2026
Bouts
7
Model
5/7
Market
5/7
BKFC
BKFC Fight Night Australia: Hepi vs Wiśniewski 2
Apr 18, 2026
Bouts
10
Model
6/10
Market
0/10
BKFC
BKFC 88 Denver: Camozzi vs. Rodriguez
Apr 17, 2026
Bouts
9
Model
8/9
Market
3/9
BKB
BKB 44: Denver Brawl V
Aug 16, 2025
Bouts
9
Model
0/9
Market
0/9
BKB
BKB 43: Bolton Brawl
Jul 5, 2025
Bouts
11
Model
0/11
Market
0/11
How this page stays honest
Every completed bout gets logged to data/reconciliation.jsonl via scripts/reconcile.mjs within hours of the event ending. The log captures the prediction snapshot (Advantage Score, Predictability, confidence tier) as of the last pre-fight odds refresh, plus the actual winner/method/round from authoritative sources, plus CLV (opening line vs closing line movement toward our pick).
The numbers above are computed fresh on every site build from that append-only log. We don't edit past records. If the model is wrong, the loss shows up here immediately.
Compare these live numbers to our backtest accuracy (59.8% on 325 historical bouts). If the two diverge materially — live accuracy significantly below backtest — we'd recalibrate weights.