AI tennis analytics

Tennis Insights & Strategy Blog

Data-driven tennis analysis, betting strategies, and ML insights from our prediction engine

Browse by topic

Tennis player at the peak of a serve under epic night stadium floodlights

Player Profiles

ATP player data profiles — active top-20 updates and historical archives

57 articlesBrowse profileschevron_right

Clay-court player sliding into a forehand under floodlights with subtle analytics overlays

bar_chart

Tennis Analytics

4 articlesViewchevron_right

Grand Slam trophy on center court with clay, grass, and hard surfaces and a packed stadium

emoji_events

Tournaments & Surfaces

9 articlesViewchevron_right

Laptop showing glowing prediction graphs with a night tennis court behind

psychology

How It Works

How our hybrid AI + statistical prediction engine works — overview, features, and ensemble design

3 articlesView topicchevron_right

Hard-court rally under floodlights with a soft probability curve overlay and packed stands

analytics

Tennis Statistics & Probability

What the data shows across thousands of matches — surfaces, sets, and probabilities

5 articlesView topicchevron_right

Dark desk with notebook, laptop charts, and a tennis ball

trending_up

Betting Strategy

Practical guides to improve your tennis betting approach

4 articlesView topicchevron_right

Featured

Carlos Alcaraz 85.9% win rate — 91.9% Grass, 85.8% as favourite, 90.6% Grand Slam — tennispredictor.net

Player Profiles

Carlos Alcaraz ATP analysis: predicting the unpredictable

Carlos Alcaraz has played 298 ATP main-draw matches from 2022–2026 at a 85.9% win rate. Data story: elite win rate with real favourite-upset risk that markets compress.

September 8, 2026 · 14 min read

Alex de Minaur 67.6% win rate — 71.4% Grass, 76.2% as favourite, 72.6% Grand Slam — tennispredictor.net

Player Profiles

Alex de Minaur ATP analysis: top-20 profile and betting read

Alex de Minaur has played 299 ATP main-draw matches from 2022–2026 at a 67.6% win rate. Data story: favourite conversion at 76.2% (23.8% upset risk).

September 8, 2026 · 12 min read

Latest articles

Felix Auger-Aliassime 63.7% win rate — 78.9% Indoors, 66.7% as favourite, 61.5% Grand Slam — tennispredictor.net

Player Profiles

Felix Auger-Aliassime ATP analysis: top-20 profile and betting read

Felix Auger-Aliassime has played 278 ATP main-draw matches from 2022–2026 at a 63.7% win rate. Data story: Indoors edge (78.9%) vs Grass at 54.5%.

September 8, 2026 · 12 min read

64.3% outdoor Hard favourite win rate — 4,355 matches — Miami 69.6% vs US Open 59.8% — tennispredictor.net

Tournament Guides

ATP hard courts are not one surface: what 4,355 matches show

Hard courts are treated as tennis’s neutral baseline — the surface where “real” form shows. Our 2022–2025 ATP cache says otherwise: outdoor Hard and Indoors are different animals, Miami favourites hold far more often than US Open chalk, and clay specialists can lose 30+ points transferring north.

September 4, 2026 · 14 min read

2,022 ATP 2026 YTD matches — Sinner 93.6% WR, variance 0.244 — tennispredictor.net

Tennis Analytics

The most predictable tennis players of 2026 so far

Mid-season snapshot of ATP consistency in 2026: 93 players with 20+ matches through 29 August. Sinner sits alone at 93.6%; Alcaraz is second on a thinner 26-match sample. This is year-to-date — not a finished season.

September 4, 2026 · 10 min read