Signal Labs publishes statistical models, ratings, projections, probabilistic estimates, and commentary about sporting events. This is analytical content for entertainment purposes. It is not:
If you choose to wager based on anything you read here, you are doing so on your own initiative, at your own risk, and outside any professional advisor relationship with Signal Labs.
Signal Labs is a publisher of analytical commentary protected under the First Amendment. We do not place wagers, accept wagers, or transmit funds in connection with wagering. We do not advise, recommend, or solicit the placement of any specific wager. References to bets, lines, odds, or specific wagers are descriptive commentary about publicly-available market prices, not directives to act. We do not operate a sportsbook. We do not accept money from users for the purpose of placing wagers. We do not have a financial relationship with any sportsbook or operator unless that relationship is expressly disclosed in writing on the relevant page (e.g., a marked "sponsored" partnership). When we mention a sportsbook by name, it is for informational comparison only.
Sports outcomes are inherently uncertain. Even a model that is accurate in the long run will produce losing picks, losing days, losing weeks, and losing months. Variance — the natural fluctuation of results around an expected value — is a fundamental property of betting markets and cannot be eliminated. We do not guarantee, and cannot guarantee, that any pick, model output, or strategy will be profitable.
From time to time we publish historical, backtested, or live-track-record performance figures (for example, "MLB model: 60% over the last 30 days"). These figures are computed in good faith from our records and disclosed with the relevant sample size and timeframe wherever practical.
You should be aware that:
Whenever we publish a performance number, we aim to identify whether it is backtested or live, the sample size, and the relevant timeframe. If a posted figure is unclear, please email us at signallabs247@gmail.com.
Signal Labs publishes confidence tiers (for example, three-, four-, and five-diamond ratings) and edge percentages alongside many picks. These reflect our model's view of the probability of an outcome relative to the available market price. They are not certainty levels. A "five-diamond" pick is not guaranteed to win; it is a pick the model views as having greater expected value than a "three-diamond" pick. Higher-confidence picks lose, and lower-confidence picks win, regularly. Treat all confidence tiers as opinions, not promises.
Signal Labs ingests publicly-available sports data, including game scores, official box scores, weather, and historical performance records from sports leagues, public APIs, and open-source feeds. We combine this raw data with our own statistical models, ratings, and projections. All analytical output published by Signal Labs (ratings, projections, edge calculations, confidence tiers, and commentary) is original work product of Signal Labs. Sports-data providers retain all rights to their underlying data; Signal Labs retains all rights to its analytical output.
We make every reasonable effort to ensure accuracy, but data feeds occasionally contain errors, lags, or omissions, and our models can produce mistakes. We may correct or retract a posted pick if we discover a data error. We are not liable for losses incurred by users acting on data later determined to be incorrect.
The Service is intended for users aged 21 and older. Sports-betting laws vary by state, country, and jurisdiction. You are solely responsible for determining whether your access to the Service, and any wager you place, is lawful where you are located. Signal Labs makes no representation that the Service is appropriate or available for use in any particular location.
If gambling stops being entertainment for you, please stop. Free, confidential help is available 24/7:
For more, see our Responsible Gambling page.
Team names, league names, sportsbook names, and similar trademarks belong to their respective owners. Their appearance on the Service is for identification and analytical commentary only and does not imply endorsement, affiliation, or sponsorship.
Statements regarding model expectations, anticipated edges, or future market conditions are forward-looking and inherently uncertain. They are based on assumptions that may prove incorrect. Actual results may differ materially.
This Disclaimer is incorporated by reference into our Terms of Service. The disclaimers, warranty exclusions, and liability limitations there apply to all content described above.
Several parts of the Signal Labs Service — including but not limited to the model-vs-Vegas analytical commentary that accompanies our picks, the natural-language game previews and recaps, certain alert summaries, and any tooling we use internally to summarize, label, or flag data — are produced or assisted by large language models (specifically, Anthropic Claude) acting on top of our proprietary models, our datasets, and publicly available data.
Large language models, including Claude, can produce output that is inaccurate, incomplete, biased, or "hallucinated" — that is, output that appears confident but is factually wrong. This is true even when the underlying numerical model is correct. We design our pipeline with cross-checks, gates, and human review where practical, but we cannot guarantee that any AI-assisted output is free of error.
Accordingly:
If you believe a published Signal Labs output contains a material factual error, please email us at signallabs247@gmail.com and we will investigate.
When Signal Labs publishes a "pick," "selection," "edge," "diamond rating," or similar designation, this is shorthand for our model's analytical view of relative value at a given market price. It is not a recommendation, instruction, or directive to place any wager. We do not tell you to bet any specific amount, with any specific operator, or at any specific price. Whether to act on any analytical view is entirely your decision.
Signal Labs is operated by an individual who may, from time to time, place wagers on the same events analyzed in published content. The existence, direction, or size of any personal position is not disclosed and should not be inferred. Published analytical content reflects model output, not personal-position guidance.
Signal Labs does not currently have affiliate, referral, or revenue-share agreements with any sportsbook, DFS operator, or other gaming company, and does not currently operate any third-party affiliate program. If we enter into such an arrangement in the future, we will disclose it clearly in the content where it appears, in compliance with FTC Endorsement Guides (16 C.F.R. Part 255).
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