Rithmm app: build and test your own betting model without code
This Rithmm review looks at an AI sports betting app with one special feature: a model builder that needs no code. You pick the factors that decide games and set their weights. The app turns this into your own prediction model and tests it on past games. Ready AI picks, player props and a parlay checker come in the same subscription, and the plan screen promises a 7-day free trial. We tested the free web version, and it showed the main catch fast. Without a payment card, every model number stays locked, and the trial starts only after you add one.
Pros
- The only no-code custom model builder in the category.
- Backtesting on real historical odds before you risk money.
- One subscription, wide US coverage — including WNBA and college basketball.
- Every pick shows win chance, edge and a written reason.
Cons
- No public graded record, so the marketing totals cannot be verified.
- Trial starts only after adding a payment card.
- Free accounts see odds but locked win% and edge numbers.
- US-only focus: no NHL, tennis or MMA; football is just a World Cup beta.
The idea behind Rithmm
Most AI betting apps sell ready picks. You get a list of bets and a promise that the AI is smart. Rithmm works the other way. Its main product is a set of tools for making your own predictions. Ready picks exist here too, but they are the smaller part.
The company is unusually open for this market. Rithmm started in 2022 and launched in 2023. The names of the CEO and CTO are public, and the team mixes data people and sports people. The app works on iOS, Android and the web. For this review we used the web version in a normal browser.
Rithmm is not a bookmaker. It does not take bets. It only shows predictions and numbers. You place your bets somewhere else.
What does a free account actually show?
Less than you would hope. After free sign-up you can see the game list for every covered league, the date and time of each game, and the bookmaker odds. You can look at the whole interface, including the filters and the model leaderboard block.
But the app's own numbers are hidden. In the predictions table, the odds column is filled, while the win chance, edge and recent form columns show small lock icons. You can see that Smart Signals exist. You cannot see what is inside them.
Every product can limit its free version. That is normal. But the practical result should be said clearly. You cannot see one single model output before you give the app your card details. Some rivals do this differently. One of them shows its full results record to anyone with a browser, for free.
Building a model without code
The builder and the backtest sit behind the trial. We did not add a card, so this part follows the official guides and videos, and we say so openly.
There are three ways to get a model. You can build one from zero: pick a sport, choose factors, set a weight for each. You can copy a model from the public leaderboard, where the company says users have already built over a million models, and change the copy. Or you can ask the AI to build a starting model for you.
Then comes the backtest, and this is the most useful idea in the product. The app takes your model and runs it on past games, at the odds that really existed back then. It shows if the model would have made or lost money. A bad idea fails in the test and costs you nothing.
One warning. A good backtest does not promise future profit. A model can learn the past too well and still fail on new games. Sports change every season. Use the backtest to throw away weak ideas, and stay careful with the strong ones.
The rest of the toolbox
Smart Signals are picks the models mark as extra strong, each with a short written reason. The parlay builder checks combined bets. A parlay is one bet made of several picks together. The tool looks at every pick inside, marks the weak ones and suggests better ones. The bet tracker saves your bets and shows your results by sport and bet type. The line comparison tool shows the price for the same bet at different bookmakers; its full version sits in the more expensive plan.
Every pick in Rithmm has two numbers. Win chance is how likely the model thinks the outcome is. Edge is the gap between the model's opinion and the bookmaker's odds. A positive edge means the model thinks the odds pay too much. The next section asks if you can trust these numbers.
Can Rithmm prove its accuracy?
No. This is the weakest point of the product, and the review has to say it directly. The marketing shows big totals, like millions of winning predictions. But there is no public page where every pick is listed with its result. There is no outside audit of the profits. Your own backtests check your own models, which is useful, but the company never proves its own picks in public.
The market already has a better example. ScoreGPT grades every pick on an open leaderboard, wins and losses together, and anyone can read it for free. Next to that, Rithmm asks for a lot of trust. The only answer is to test it yourself during the trial. Write down every pick you follow. Note the odds at that moment. Compare with the final odds later. Count everything, including the losses.
Sports coverage and the football beta
The league list in the live app shows MLB, WNBA, golf, NFL, college football, college basketball and NBA. There is no hockey, no tennis and no MMA. Football exists only as a World Cup mode with a «beta» label. It covers only two simple markets: who wins, and how many goals. The label is fair. This is a tournament experiment, and it does not make Rithmm a football tool.
This list is the main filter for international readers. If your betting lives in football, tennis or hockey, Rithmm has almost nothing for you. The category guide points to better options. If you bet on American sports, the coverage is wide and includes leagues many rivals skip, like WNBA and college basketball.
What does the trial really cost?
No money, if you cancel in time. But it asks for your card first. Both plans, Core and Premium, start with a 7-day free trial, and the trial begins only after a payment card is added. The plan screen says there is no commitment and you can cancel anytime. Cancelling happens with the payment provider, not on the Rithmm site. Set a reminder for day six. A forgotten trial turns into a paid month.
About the plans, two facts that will stay true longer than any price. Core has everything that makes the product special, including the model builder, and users call it the popular choice. Premium costs several times more and adds deep statistics tools for serious analysts; most people never need it. Paying for a year cuts the monthly price by about a third. The exact prices are on the pricing page and in the card above.
Who Rithmm is for
Rithmm fits people who bet on American sports and enjoy the thinking part of betting. If building your own theory and testing it on ten seasons of data sounds like fun, this app gives you a real instrument at a low entry price for this category.
Skip it if you just want ready picks. Simpler and cheaper feeds exist for that. Skip it if football is your main sport, because the beta will not be enough. And whoever you are, trust your own tracked results, and not the marketing, because the company left all the proving to you.
Alternatives to Rithmm
For football, FootballPredictAI gives cheap on-demand predictions for the top European leagues, with no public record of its own. ScoreGPT runs five named AI models on football matches and grades every pick in the open, the best transparency in this category. Both have full reviews on this site. The AI prediction tools guide compares the whole field side by side.