huggydatabase/turf-baseline-bernoulli

HUGGY GPT: 30 years of horse racing you can question in plain language

HUGGY GPT is an AI assistant that answers your horse racing questions from one of the largest racing databases ever assembled: races from December 1996 to September 2026, covering runners, finishing orders, official payouts, odds from several operators, jockeys, drivers, trainers and owners.

Every figure in an answer is computed from the database, never guessed. It comes with its sample size, its period and the operator the payouts come from.

👉 Try it: https://gpt.huggydatabase.com

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What's inside (counts as of 27 September 2026)

	Count
Races run	1,168,186
Period	23 Dec 1996 → 28 Sep 2026
Countries	44
Racecourses	856
Runners (horse × race)	~16.3 million (approximate count)
Horses	862,734
Jockeys & drivers	57,689
Trainers	63,780
Owners	172,795
Official Win/Place payout records	~786,000 (approximate count)
Odds records (several operators)	~6.2 million (approximate count)

Races by discipline

Discipline	Races
Trotting (harness & mounted)	676,820
Flat	368,758
Jumps (hurdles, steeplechase, cross-country)	122,608

Races by country (top 15)

Country	Races
🇫🇷 France	425,391
🇮🇹 Italy	164,902
🇬🇧 Great Britain	157,455
🇸🇪 Sweden	130,235
🇫🇮 Finland	55,520
🇩🇪 Germany	46,453
🇮🇪 Ireland	34,902
🇳🇴 Norway	28,597
🇪🇸 Spain	22,448
🇩🇰 Denmark	17,793
🇧🇪 Belgium	12,350
🇺🇸 USA	11,386
🇨🇱 Chile	7,335
🇿🇦 South Africa	7,170
🇳🇱 Netherlands	6,969
…and 29 more countries

Every race comes from the results officially published by the racing authorities. Today's and tomorrow's cards are loaded every morning, with odds from PMU, PMU Play, Genybet and Zeturf.

You access the database through HUGGY GPT. It is not distributed as raw files.

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Questions you can ask

Basic stats

• "How many races did Idao de Tillard win in 2025?"
• "What is the win rate of the favourite in French harness races with 16 runners?"
• "Who are the top 10 trainers at Vincennes this year?"
• "How many Group 1 races were run at Longchamp since 2015?"
• "Which jockey rode the most winners at Chantilly in 2024?"
• "What is the average winning time over 2,700 m at Vincennes?"

Horses & form

• "How did Kahouna, Ridwaan and Funtano run in their last three races?"
• "Show me this horse's full career with trainer changes."
• "Which horses won on their first run after a 6-month break?"
• "How often does a horse win again after finishing 2nd last time?"
• "Who are the horses unbeaten on this course and distance?"

Jockeys, drivers, trainers, owners

• "What is this driver's strike rate with this trainer?"
• "Which trainer has the best win rate with first-time starters?"
• "Which jockey-trainer duo returns the most at Deauville?"
• "How does this owner's stable perform when it runs two horses in the same race?"

Returns & betting (on payouts actually paid)

• "If I had backed every favourite at Cagnes-sur-Mer in 2025, what would I have got back?"
• "What is the average Win payout when the winner was 10/1 or longer?"
• "Does backing the second favourite in handicaps lose less than backing the favourite?"
• "What return do horses drawn 1 get in 5f sprints?"

Spread & market analysis

• "Show me the spread for this race: where do PMU and Genybet odds disagree?"
• "How have horses done in the past when PMU odds are 40% lower than Genybet?"
• "Back-test the spread analysis over the last two years."
• "Which odds profile has lost the least over 5,000 races?"

Head-to-heads & race analysis

• "Show me upcoming duels: which runners in this race have met before, and who finished ahead?"
• "Give me the theoretical ranking and matrix for race 4 today."
• "Compare all runners: form, distance, course, jockey, trainer."
• "Back-test the duels analysis: does the horse that usually beats its rival win?"

Sequences & timing

• "After a win at Vincennes, how many days before a horse runs again, on average?"
• "Which horses won within 30 days of changing trainer?"
• "How long does a horse take to win after its first place?"

Your own method

• "Save my method: placed last time, driver above 15% strike rate, odds between 4 and 12."
• "Apply my method to today's Quinté."
• "Back-test my method over the last 3 years against simply backing the favourite."

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📂 See 23 real questions with HUGGY's answers: HUGGY GPT: Horse Racing Questions & Answers

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Why HUGGY is different

• Every number is traceable: sample size, period, payout operator
• No made-up tables, no empty columns, no runner silently dropped
• The sort order it announces is the sort order you get
• Back-tests use the Win and Place payouts actually paid, never the odds
• It tells you when an analysis cannot be replayed honestly, instead of showing a flattering figure
• It never promises a positive return. Betting loses on average, and HUGGY shows you where and by how much

Access

• First question free, then one-click sign-up with Google
• 50 credits free on sign-up

https://gpt.huggydatabase.com