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Your bookie relies on your gut - We rely on data
🎯 Precision-Driven Picks
Every slate is run through our AI models, calibrated to surface the highest-probability plays with context and reasoning. The result: structured recommendations that cut through noise and bias, delivering clear direction backed by measurable data.
🧠 Built by MIT Engineers
Developed by a team of machine learning engineers with deep expertise in large language models, Prompts4Plays applies the same cutting-edge AI research used in finance and enterprise applications to sports betting markets. This isn’t guesswork - it’s technical intelligence built for consistency.
🏆 Consistency Over Hype
While others chase “hot streaks,” we’ve built a model that thrives across the long grind of a season. Month after month, the numbers stay consistent, and the results compound. Across the 2024 football season, our model delivered a 71% accuracy rate and returned +295 units.
Frequently asked questions
What is this?
What is this?
Prompts4Plays is built around advanced large language models trained to process both structured sports data and unstructured text like injury reports, betting commentary, and historical performance trends. Instead of relying on single-stat heuristics, the model synthesizes multiple streams of information: game odds, line movements, player statistics, and contextual factors such as weather or travel schedules.
It uses prompt-engineered workflows that translate raw numbers into probability estimates, highlight mismatches between implied odds and likely outcomes, and generate plain-language explanations of where value may exist. This approach doesn’t “predict winners” in a vacuum; it continuously cross-references betting markets with underlying data to flag edges that a human analyst might overlook, offering bettors a transparent reasoning trail alongside each recommendation.
Who are you?
Prompts4Plays was founded by three machine learning engineers employed at leading AI companies, united by a commitment to advancing artificial intelligence in real-world applications. After the public release of ChatGPT in November 2022, we recognized the disruptive potential of large language models and began developing a system purpose-built for sports betting. While others chased one-size-fits-all models across every sport, we focused entirely on football — building a model that understands the unique complexity of the game.
In 2024, we quietly launched a closed beta with a small group of testers. The results were overwhelming: a 71% accuracy rate and +295 units profit. Following that success and the demand it generated, we’ve opened only a limited number of spots for the 2025 season. Looking ahead, our team is applying the same research-first approach to basketball, with an NBA model in development for release this upcoming season.
What do I get?
Prompts4Plays is designed to streamline the betting process by pairing clear analysis with live access to every game. For each matchup, our AI system evaluates the available data and identifies the Top Plays, presenting them with context and supporting rationale to guide informed decisions. We prompt the model to choose from around 30-40 games across both the NCAA and NFL, therefore we provide point spread, score total, and player prop analysis for those games each week. To complement the analysis, we provide high-quality streams for every game, so you can review recommendations and follow the action in real time.
At halftime, our models are re-run with the current score and updated context, generating in-play recommendations when a bet is identified as having a probability of success greater than 70%. This ensures that you not only have a structured pre-game approach, but also timely, data-driven opportunities as the game unfolds. Together, these resources create a consistent framework for approaching each slate with clarity and confidence.
Does it work?
During the 2024 football season, the Prompts4Plays model achieved a 71% accuracy rate across its recommended picks, returning a profit of +295 units. This level of consistency highlighted the strength of our approach; combining advanced AI with structured sports data to surface high-probability plays. Over the offseason, we focused on enhancing the models even further, incorporating refinements in data processing, contextual weighting, and probability calibration.
As a result, we enter the new season with a stronger, more adaptive system: aiming to replicate, and ideally surpass, last year’s performance while continuing to deliver disciplined, data-driven results.
How does it work?
Prompts4Plays is powered by an AI model engineered specifically for football. It processes everything that matters — odds, line movements, player stats, injury reports, and even contextual factors like weather or travel — then identifies where the betting markets are mispriced. Instead of random picks or gut calls, you get structured recommendations: ranked plays, confidence ratings, and plain-language reasoning so you understand exactly why each bet has value. At halftime, the model re-runs with live data to surface in-play opportunities with a proven edge. For more detailed information check out our FAQ in the Discord.
I'm in. What now?
All activity for Prompts4Plays is run through a private Discord server, which serves as the central hub for members. After purchase, you’ll receive an invite link to the server by email, giving you immediate access. Within the server, we provide live streams for every game alongside the AI-generated Top Plays and halftime updates, so members have everything they need in one place.
Once you have purchased a subscription, you will be automatically verified in the Discord server and given a Member Role. Please follow the instructions in your confirmation email.
The Discord format not only delivers information in real time, but also fosters a community environment where members can watch games together, share perspectives, and discuss betting strategies as each matchup unfolds.
AI is the edge