Broad coverage
Core categories across races, horses, sectionals, racecards, vet, weather, and pools.
Race-day data · T+0 updates
Hong Kong's deepest racing dataset, engineered for professional teams
Sha Tin and Happy Valley coverage with decades of race and off-track data for modelling, market analysis, and operations.
40+ years of HK racing data Sha Tin + Happy Valley NDA available
GET race_results · 2025-07-16 · Happy Valley
# Race Results — Happy Valley · 2025-07-16 (sample) Race_Key Horse_ID Rank Time Odds 20250716_839 HK_2022_H108 1 1:09.96 7.7 20250716_839 HK_2022_H297 2 1:09.97 6.2 20250716_839 HK_2022_H317 3 1:10.00 5.5 20250716_840 HK_2023_J421 1 1:09.28 3.6 ... # Full schema (40+ fields) shared after contact
Race day Post-race Daily Historical Video
0+
Years of history
0K+
Races recorded
0K+
Horses tracked
0.0M+
Structured records
Rigorous quality
Cross-source validation, point-in-time discipline, and post-race QC reduce research drift.
Flexible delivery
Historical bulk files, API access, and custom feeds aligned to your stack.
Dataset categories
Public category overview only. Full schemas, samples, and pricing are shared after contact.
Race data
Race date, venue, distance, class, and race-level metadata.
Horse profiles
Pedigree, import type, ownership, and stable identifiers.
Past performance
Finishing position, time, weight, connections, and closing odds.
Racecards
Pre-race fields, recent form, rating moves, and priority signals.
Sectionals
Sectional positions, margins, and timings for pace research.
Veterinary reports
Injury, inspection, and clearance records for risk review.
Weather
Race-day weather and related environmental indicators.
Tote pools
Historical pool and odds-related data available on request.
Trial commentary
Barrier trial text records for NLP and fitness workflows.
Race video
Historical race video assets delivered under contract scope.
Custom signals
Client-specific derived fields and dedicated feeds.
Custom data
Bespoke datasets shaped around your modelling pipeline.
Full schema and sample data shared after contact.
"T+0 updates on race day.
— Horsorion data engineering standard
40 years of data, one key."
Integration-ready
Two delivery modes, history and race day
Pull 40+ years of historical bulk straight from S3 (Parquet / CSV). Stream race-day updates with T+0 latency over a REST API. SFTP and VPC peering available on request.
aws s3 · historical bulk
# Pull a full 2024 season of race results (Parquet) $ aws s3 cp \ s3://horsorion-prod/results/year=2024/ \ ./local/ --recursive # One partition per year — incremental sync friendly download: results/year=2024/month=07/race_results.parquet download: results/year=2024/month=07/sectionals.parquet download: results/year=2024/month=07/odds_timeseries.parquet # IAM policy & bucket ACL configured per NDA
rest · race-day live
# GET race-day cards + odds time-series $ curl https://api.horsorion.com/v1/races \ -H "Authorization: Bearer $TOKEN" \ -G --data-urlencode "date=2025-07-16" \ --data-urlencode "venue=HV" 200 OK application/json { "race_key": "20250716_839", "venue": "HV", "runners": 12, "odds_snapshots": 47 } # API on waitlist · webhook push optional
How professional teams use Horsorion
Who uses Horsorion?
Quant ML syndicate
"Build feature stores from historical sectionals and racecards to shorten research-to-production cycles."
Market-making desk
"Needs dependable pre-race and post-race feeds for pricing models and risk monitoring."
Race-day analysts
"Consolidates vet, weather, and results data under one vendor to cut reconciliation overhead."
Quality assurance
Data processing workflow
01
Source integration
Combine official and supplemental sources under one race key.
02
Cross-validation
Multi-source checks and anomaly review reduce gaps and misalignment.
03
Point-in-time storage
Preserve pre-race visibility to avoid look-ahead bias in backtests.
04
Daily QC
Post-race reconciliation keeps delivered datasets consistent.
05
Delivery
Ship bulk files, API access, or custom feeds to match client workflows.
Integration Roadmap
Delivery options & integration roadmap
Horsorion currently delivers via bulk files (CSV / Parquet / SQL) and secure transfer (SFTP / S3), minimising integration overhead. Real-time REST API and WebSocket are on the roadmap with an open waitlist.
Available now
Bulk · Files
CSV · Excel · Parquet · SQL dump · Avro. Delivered per season, 2–3 business days.
- · Email attachment / cloud link
- · Encrypted SFTP / S3 transfer
- · Custom schema mapping
Available now
Direct DB · Login
Long-term clients can access a read-only database query interface, secured by NDA and IP whitelist.
- · Race-day T+0 updates
- · Read-only credentials
- · Direct SQL queries / export
Roadmap · Waitlist
REST API + WebSocket
REST API and real-time odds WebSocket are in planning. API key + IP whitelist + TLS 1.3. Waitlist members notified before launch.
* Launch timing depends on client feedback and compliance review. No public commitment to specific dates.
Ready to evaluate Horsorion?
Share your requirements and we will arrange the right dictionary, samples, and onboarding path.