Elite Picks vs Toad Sports: EP Score vs projection app
Toad Sports is a player prop app with tiered App Store subscriptions. Elite Picks runs an EP Model that outputs the EP Score per prop.
Last updated: 2026-10-08
Elite Picks compresses the hours of prop research a sharp bettor would do by hand into one number, the EP Score, that tells you which way the data leans on a given prop. Toad Sports comes at it differently: a mobile app offering projection-and-edge research across NBA, NFL, MLB, NHL, and college markets. EP leads with the distilled read; Toad leads with the projection-and-edge interface.
What Toad Sports is built for
Toad Sports is a player prop research and projection platform with apps on iOS and Android. The product surfaces calculated probabilities, projected stat lines, odds comparison, and edge values for individual props. Coverage spans NBA, NFL, MLB, NHL, and NCAA football and basketball. Marketing materials cite over 130,000 bettors as of mid-2026.
The product extends beyond single props. Users can build same-game parlays, evaluate moneyline and spread bets, and track trends across 5, 10, 20, or season-long game windows. The edge calculation surfaces the gap between Toad’s projected probability and the sportsbook’s implied probability, the standard positive EV framing.
The App Store lists several subscription options, from about $25 a month, plus weekly and yearly plans. Check the listing for current prices.
What Elite Picks is built for
Elite Picks runs EP Models across NFL, NBA, PGA, and MLB. Each prop family (NBA points, MLB strikeouts, etc.) gets its own calibrated model, and the output is the EP Score, a 0-100 grade per prop. On its highest-confidence props (the EP 90+ band), graded results since May 2026 show a 53.0% hit rate on 6,231 props through October 7, 2026, and 56.3% on the 2,700 graded since August 1. The model scores hundreds of thousands of props per year across the four sports, and that high-confidence band is defined the same way every night, not cherry-picked after the results come in.
The iOS app has been live for several years and bundles daily newsletter picks, community favorites, DFS tools, and Start/Sit Fantasy tools alongside the EP Score, all powered by the same model layer. The on-site public methodology and the next-gen training pipeline (walk-forward validation, isotonic calibration, monthly re-fits) are rolling out via this website alongside the next-gen model upgrade.
How the two tools differ on signal
A projection-and-edge tool surfaces a prop the app thinks is mispriced. It doesn’t, by itself, show whether the underlying projection model is well-calibrated. Toad publishes the output without the calibration evidence behind it.
The EP Score is one number that already encodes the calibrated model’s view of the edge. Combined with the published methodology and the sustained hit-rate evidence, a user can read the score and know what backing it has.
Where Toad Sports’ design serves a different user
Toad invests in features Elite Picks doesn’t compete on today. SGP construction is real; for a bettor whose strategy centers on same-game parlays, Toad ships that surface and Elite Picks doesn’t. Coverage of college football and basketball is also broader than the current EP slate.
What to weigh when choosing
Elite Picks is the right pick for the casual-to-intermediate bettor who wants the EP Score abstraction over a wall of stats, who values a model with years of live operating history, and who wants newsletter, DFS, and Start/Sit tools bundled in the same iOS app.
Toad Sports covers a different surface: mobile-first projections with SGP construction. For a bettor who builds SGPs heavily or bets sports outside EP’s coverage, Toad ships features EP doesn’t. For a bettor who wants the model’s read on each leg’s edge, the EP Score is the differentiation.
FAQ
Is Toad Sports worth the monthly price?
For a bettor who actively builds SGPs across multiple sports and values a mobile-first workflow, the projection-and-edge interface saves time. For a single-sport prop bettor, that’s a higher monthly price than alternatives at the same scope.
How does Toad Sports calculate edge?
Toad compares its projected probability for a prop to the sportsbook’s implied probability and surfaces the gap. The projection methodology isn’t published, so the user trusts the projection is well-calibrated without an audit trail. Elite Picks publishes the audit trail.
Definitely worth the price of admission if you want to win at player props. EP scores, defensive matchups rankings, projections make it easy to analyze the data to make smart profitable picks. Have definitely made money every month I've been a subscriber.
Feature comparison
| Feature | Elite Picks | Toad Sports | Notes |
|---|---|---|---|
| Player prop projections | Yes | Yes | |
| Single 0-100 model score per prop (EP Score) | Yes | No | |
| Real-time odds shopping across sportsbooks | Yes | Yes | Both surface odds comparison across books; EP ships line shopping in the app today. |
| Dedicated mobile apps | Yes | Yes | |
| Daily newsletter picks | Yes | No | |
| DFS tools | Yes | No | |
| Start/Sit Fantasy tools | Yes | No | |
| Published end-to-end methodology | Yes | No |
Pricing
Elite Picks: Paid subscription with a sizable yearly discount over monthly. Check the iOS app for current rates.
Toad Sports: Several App Store subscription options, from about $25 a month, plus weekly and yearly plans. (App Store listing, checked Oct 2026)
Elite Picks strengths
- EP Score: a single 0-100 number per prop that distills the EP Model's view of where the edge sits, instead of a wall of projections and edge values.
- On its highest-confidence props (the EP 90+ band), graded results since May 2026 show a 53.0% hit rate on 6,231 props through October 7, 2026, and 56.3% on the 2,700 graded since August 1.
- Bundled product stack: EP Models plus daily newsletter picks, community favorites, DFS tools, and Start/Sit Fantasy tools, all in the same iOS app.
- One calibrated model per prop family (NBA points, MLB strikeouts, etc.) with documented methodology at /methodology.
Toad Sports strengths
- iOS and Android apps with a clean projection-and-edge interface.
- Cross-market coverage including moneyline, spread, and same-game parlays.
- Edge calculation that compares projected probabilities to implied odds across many leagues.
Frequently asked questions
What is the difference between Elite Picks and Toad Sports?
Elite Picks runs an EP Model that outputs the EP Score, a single 0-100 number per prop, plus daily newsletter picks, DFS tools, and Start/Sit Fantasy tools in the same iOS app. Toad Sports is a mobile-first betting app with projections, edge values, and same-game parlay tools. EP centers on the EP Score abstraction; Toad centers on a polished projection-and-edge interface.
How does Toad Sports pricing compare to Elite Picks?
Toad Sports lists several subscription options on the App Store, from about $25 a month. Elite Picks is a paid subscription with a sizable yearly discount. Check the iOS app for current rates.
Which fits a same-game parlay bettor?
Toad Sports ships explicit SGP construction with per-leg edge values. Elite Picks publishes calibrated models for individual props but doesn't currently aggregate them into SGP recommendations, because correlation between legs makes naive SGP math overstate edge. For a bettor whose strategy depends on SGP construction, that's a feature distinction; EP publishes the per-prop EP Score so a user can compose their own slips with the model's view on each leg.
Does Toad Sports publish its model methodology?
Toad Sports markets itself as data-driven but doesn't publish the model methodology in public materials. Elite Picks results are live in the iOS app, and the full methodology stack (walk-forward validation, isotonic calibration, monthly re-fits) is being documented publicly at /methodology as the next-gen model upgrade rolls out.