TennisEdge's AI model finds no betting value in D. Salkova vs G. Knutson (Livesport Prague Open on 2026-07-19) — the market is efficient, with D. Salkova favoured at 1.40.
═══ D. Salkova vs G. Knutson — Livesport Prague Open, Final (clay) ═══
MODELS
Market: Salkova 1.40 (66.3%) | Knutson 2.75 (36.4%)
ELO: 66.3% A → agrees with market
ML: 77.0% A → favors Salkova vs market (+10.7 pts)
Sim: 61.2% A → nominal 5.1% value on Knutson (value_pick B)
Models split: ELO ≈ market, ML above, sim below. No consensus edge.
RECENT FORM (last 5 shown; all fetched matches used)
Salkova (3-2 shown window):
07-18 Prague SF W vs Zoldakova (1460, Weak) 6-4 6-4 DOM
07-14 Iasi R32 L vs Ibragimova (1541, Avg) 2 sets
07-06 Contrexeville L vs Werner (1537, Avg) 2 sets
06-23 Wimbledon QF L vs Shymanovich (1482, Weak) 3 sets, TB GRIND loss
06-12 Modena QF L vs Kawa (1707, Strong) 1-6 1-6 blowout
→ Lost 4 of 5 before Prague; only DOM win came vs a Weak opponent.
Knutson:
07-18 Prague SF W vs Ito (1197, Weak) 6-4 6-4 DOM vs very weak
07-15 Istanbul 2 qual L vs Tararudee (1500, Avg) 3 sets
07-13 Istanbul 2 qual W vs Kurt (1500, Avg) 3 sets GRIND
07-08 W50 Corroios L vs Shi (1382, Weak) 2-6 1-6 blowout loss to Weak
06-23 Wimbledon QF L vs Krueger (1775, Strong) 5-7 5-7 tight
→ Erratic: blown out by a Weak player 10d ago, qual exit 4d ago.
FATIGUE (precomputed)
Salkova: 3 matches/14d, 9 sets, 268 min court time, last match 07-18
Knutson: 4 matches/14d, 12 sets, 348 min court time, last match 07-18
Court-time diff 80 min > 60 → Knutson disadvantaged. Both played SF yesterday.
NARRATIVE
Let-down: None (Salkova Madrid final 88d ago; Knutson Birmingham final 49d ago — outside window)
Venue: Prague 1-0 each (SF wins only)
Title recency: none
VERDICT — PASS
The only value signal is the blended sim (61.2% vs 66.3% market) putting 5% on Knutson,
but ELO sits on the market and ML leans the other way. The qualitative read kills the
B-side value: Knutson carries the heavier schedule (348 vs 268 min, 4 vs 3 matches),
lost 2-6 1-6 to a 1382 player ten days ago, and exited Istanbul qualifying days before
this final. Backing Salkova at 1.40 isn't validated either — she'd lost 4 of 5 before
this week and ML is the lone model above market. Model disagreement without qualitative
confirmation on either side; alt markets unavailable. No bet.