The Unified Data Layer
One clean, real-time feed across every provider.
Results
Outcomes we drive
80%
Faster integrations
Ship in days, not months
0
Rewrites to switch
Add or swap any provider
1,000+
Fields normalized
One schema across every provider
100s
Edge cases resolved
Handled before you hit them
Add a provider. Change nothing.
Same schema, same Universal IDs, same integration. Add or swap providers without touching your code.
| DIY / Manual | SportsStack | |
|---|---|---|
| Data Schema | Multiple schemas per provider |
One unified schema across all sports
|
| Provider Switching | Months of migration work |
Configuration-only, zero rewrites
|
| ID Management | Manual mapping, constant maintenance |
Universal IDs, pre-mapped
|
| Testing & Validation | Reliant on provider specific replay tools, manual logging, and ad-hoc debugging |
Unified replay and logging to debug and test data issues
|
| Latency | Custom integration work and tuning for each provider |
Best practices for each provider baked in
|
| Edge Cases | Discover and fix each one as you hit it in production |
Hundreds of provider/league quirks already resolved
|
| Flexibility | All or nothing, no incremental path |
Full API or normalization layer only - your choice
|
Under the hood
Complexity we absorb
Resolved so your team never has to.
Season types & scheduling
Preseason, regular, postseason, in-season tournaments
Doubleheaders & rescheduled games
Postponements, makeups, new vs reused event IDs
1,000+ stat field names
passingYds, passing_yds, pass_yards → one schema
Active player detection
Roster transactions, league hierarchies, status flags
ID resolution across providers
One Universal ID per player, team, and event
Provider versioning & migrations
API changes, deprecated endpoints, schema drift
See how we normalize data
Customer outcomes
What teams say
SportsGrid · Head of Product
Centralized every provider into one schema
SportsGrid now adds sports in a single flow, saving months of development time and letting the team switch providers seamlessly when contracts renew.
Rotobot · Head of Data
Compressed a year of odds work into one month
Rotobot accelerated odds-data integration by 80% and expects a 90% reduction in time and compute as refreshes now happen in minutes instead of days.
Unify your data. Protect your ops. Engage your fans.