Labs makes them faster. The data, training, calibration, live predictions, and grading are already built, so your data scientists spend their time on ideas instead of pipelines. What they build goes live in your product.
Build it yourself
17 steps, including a loop that never ends
Hire a data science team
Ongoing cost: three salaries
3 roles
Data scientists to design the models
Data engineers to build the pipelines
ML engineers to deploy and run them
Build the data foundation
Ongoing cost: data licensing contracts
4 steps
License historical data
Wire up live odds feeds
Collect game results
Clean, join, and rebuild history as of each game
↻ Repeats until something works
Run the experiment loop
Ongoing cost: compute for every training run
6 steps
Assemble training data
Engineer features, check correlation and multicollinearity
Tune hyperparameters
Run a full training
Evaluate and backtest
Calibrate
↻ Every hour, forever
Keep it running
Ongoing cost: infrastructure, 24/7
6 chores
Build pick grading and settlement
Run predictions hourly, 24/7
Capture point-in-time data
Grade picks and tally performance
Write the analysis for your users
Monitor for drift and refresh
↻ Then rebuild it all for every new model
Moddy Labs
Build your own
✓ No team to hire
✓ Data foundation already built
✓ Runs hourly, 24/7, graded on live results
Describe your idea
↻ Fast check before full training
Run quick tests
Weak and redundant inputs flagged, with fixes suggested
3 steps
Run quick tests instead of full trainings
See weak and redundant inputs flagged, with fixes suggested
Adjust the idea and test again
Train and calibrate
Integrate our API
Go live in your product
↻ Start the next model from your idea
What Labs does
1
Fade road favorites after a short week
Lab Partner suggests
+ Rest-day gap+ Travel miles+ Road favorite record
Describe your idea
Describe an angle in plain English. Lab Partner, Moddy’s AI assistant, turns it into model inputs and suggests stats you hadn’t considered. You decide what goes in.
2
84
✓ Trained✓ Tested vs. market✓ Calibrated
Train, test, calibrate
Every model is trained and tested against the market before it can be published, and calibrated where there’s enough data.
3
Live · every prediction run
NFL · SpreadPick
NBA · TotalPick
MLB · HitsNo edge
Run it live
Published models predict every game they cover, and feed the picks and written analysis in your product.
4
ROI · graded live+6.5%
Measure it
Every model is graded on live results, the same way we grade ours.
Several Labs, one account
A Lab is a private workspace where your team builds and runs its models. Every person gets a seat, and your Admins decide who’s in.
Moddy can build it for you
Our team can build models to your spec inside your Lab, so you can start producing before your team has built a thing.
Your models, graded live.
ROI, closing-line value, and calibration on every settled pick, the same way we grade ours. Never backtests.
Pitch-to-contact Prey
MLB · Batter Hits · by Toddball Props
Updated daily · Last 60 days879 settled picks
Return on investment+6.5%Strong and normal picks
Win rate56.1%493W – 386L
Beats the closing line58%+1.4 pts toward the pick
Brier skill vs. market+3.3%0.236 model · 0.244 market
Rolling ROI Overall Strong Normal
Calibration says vs. wins
Says 57.3% · wins 56.1%
Performance ratio1.24×
Edge+3.4 pts
Holds up at close81%
Overconfidence gap1.2 pts
Strong picks ROI+7.5%
Built around your product
Delivered into your product. Picks, written analysis, and performance data arrive by REST API, and you build and run the experience.
Ranked picks built around your audience. As many ranked pick lists as you need, with written analysis.
A paid pilot, then a one-year agreement. We set up your Labs and help your team build its first models.
Moddy works with models built on Moddy. We don't import predictions from outside systems. If you have in-house models today, your team can rebuild those ideas in Labs, where they're trained, calibrated, and tracked on the same footing as everything else.
Start with a scoping call.
Tell us about your product and your audience. We'll come back with a proposed pilot scope.
Moddy starts at less than the data alone would cost you. We’ll quote your pilot after the scoping call.