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Jacobs, Esq.](/about) | Founder & Managing Attorney, Jacobs Counsel LLC | Director, Sports, Entertainment & Gaming Initiatives, Seton Hall University School of Law | Super Lawyers Rising Star 2026 Quick answer This article explains the key legal and business issues to consider before making decisions in this area. In this article 1. [Key Takeaways](#key-takeaways) 2. [Why Skill vs. Chance Is the Core Question](#why-skill-vs-chance-is-the-core-question) 3. [The Three Elements: Prize, Consideration, and Chance](#the-three-elements-prize-consideration-and-chance) 4. [Why Skill Alone Is Not Enough](#why-skill-alone-is-not-enough) 5. [Predominant-Factor Analysis](#predominant-factor-analysis) 6. [Material-Element Analysis](#material-element-analysis) 7. [Any-Chance and Stricter Approaches](#any-chance-and-stricter-approaches) 8. [Product Mechanics That Affect the Analysis](#product-mechanics-that-affect-the-analysis) 9. [Hidden Information, Randomness, and Match Length](#hidden-information-randomness-and-match-length) 10. [Bots, AI Opponents, and Randomized Systems](#bots-ai-opponents-and-randomized-systems) 11. [Tournaments, Brackets, and Player Pools](#tournaments-brackets-and-player-pools) 12. [Fee Structures, Rake, and Prize Models](#fee-structures-rake-and-prize-models) 13. [Building a Defensible Evidentiary Record](#building-a-defensible-evidentiary-record) 14. [The Role of Empirical Skill Studies](#the-role-of-empirical-skill-studies) 15. [Questions Operators Should Be Ready to Answer](#questions-operators-should-be-ready-to-answer) 16. [How This Connects to a 50-State Legal Opinion](#how-this-connects-to-a-50-state-legal-opinion) 17. [Disclaimer](#disclaimer) 📋 This article is part of our Gaming Law practice → [Learn about our gaming law services](/services/gaming-law) ### Key Takeaways - The legal question is not _whether_ skill exists in a game, but _how much_ chance matters under the applicable state's test — and that test varies across jurisdictions. - Most state gambling statutes turn on three elements typically described as **prize**, **consideration**, and **chance**; how each element is defined controls the outcome. - States apply different frameworks — commonly described as predominant-factor, material-element, any-chance, or gambling-instrument approaches — and the same product can be treated differently across them. - Product mechanics, fee and prize structure, matchmaking, hidden information, randomness, and bot/AI usage all materially affect the analysis. - Defensible analysis depends on contemporaneous evidence: documented rules, design decisions, player-skill data, and clear marketing claims — not just a label like "skill-based." "Is our game skill-based?" is the wrong starting question. Under U.S. state gambling law, the analysis is rarely binary. What matters is how the applicable test treats the role of chance in a defined product — and how that interacts with consideration paid by players and prizes awarded to them. This article walks through the legal framework game developers and operators should understand before scoping a feasibility memo, a state launch analysis, or a [full 50-state opinion](/blog/what-is-a-50-state-gaming-legal-opinion). ## Why Skill vs. Chance Is the Core Question Across U.S. state gambling statutes, the line between a permissible skill contest and prohibited gambling generally turns on the role of chance in determining outcomes. Some states ask whether skill _predominates_; others ask whether chance is a _material_ element; a smaller group treats _any_ meaningful chance element as disqualifying. Because the product is the same but the test is not, a single conclusion ("our game is skill-based") cannot answer the legal question on its own. ## The Three Elements: Prize, Consideration, and Chance Most state gambling definitions are built around three concepts: - **Prize** — something of value awarded to winners (cash, cash equivalents, merchandise, in-app currency that can be redeemed, etc.). - **Consideration** — something of value the player pays or commits in order to participate (entry fees, purchases, sometimes time or data, depending on the state). - **Chance** — the degree to which the outcome is determined by factors outside the player's control. If any of the three elements is missing under a given state's definition, the product may fall outside that state's gambling statute — but it may still be regulated as a contest, sweepstakes, or promotional drawing under separate statutes. Eliminating "consideration," for example, often pushes a product into sweepstakes-law territory rather than out of regulation entirely. ## Why Skill Alone Is Not Enough Demonstrating that skill exists in a game does not, by itself, resolve the legal question. Many products that clearly involve skill (poker variants, fantasy contests, certain prediction games, head-to-head tournaments) have been the subject of state-by-state debate precisely because chance still plays some role. The right question is whether the role of chance, as the applicable state defines it, falls inside or outside that state's gambling definition. Courts and attorneys general have reached different conclusions on similar products: for example, fantasy sports contests have been treated as predominantly skill-based in some jurisdictions (see, e.g., _Humphrey v. Viacom, Inc._, 2007 WL 1797648 (D.N.J. June 20, 2007)), while other state attorneys general (including, at various times, opinions issued in New York, Illinois, and Texas) have taken contrary positions on similar formats. Counsel should evaluate the current statutory text, regulations, and enforcement posture in each target jurisdiction before drawing any conclusion. ## Predominant-Factor Analysis Many states apply some form of a "predominant factor" or "dominant factor" approach, asking whether skill predominates over chance in determining outcomes across the run of play. Practically, this means counsel evaluates the structure of the game (rules, controls, scoring), the variance in outcomes between skilled and unskilled players, and the conditions under which chance can override skill. Predominant-factor framing has appeared in cases such as _Morrow v. State_, 511 P.2d 127 (Alaska 1973), and _In re Allen_, 59 Cal. 2d 5 (1962) (bridge), and is reflected in commentary and decisions across a number of states. The precise formulation, evidentiary standard, and burden vary by jurisdiction, and several states have refined or limited the test by statute or subsequent decision; counsel should confirm how the test is currently articulated in each target state. ## Material-Element Analysis Other states use a "material element" approach, in which a product can be classified as gambling if chance is a _material_ element of the outcome — even when skill plays a larger role overall. Under this framework, demonstrating that skill predominates may not be sufficient; the question is whether chance is more than incidental. New York's Penal Law § 225.00(1) defines a "contest of chance" to include any contest in which the outcome depends in a "material degree" upon an element of chance, notwithstanding that skill of the contestants may also be a factor. New Jersey and several other states have used comparable formulations in statutes or interpretive guidance. The threshold for what counts as "material" is not uniform across jurisdictions and has been the subject of litigation and agency guidance that should be reviewed on a state-specific basis. ## Any-Chance and Stricter Approaches A smaller group of states takes a stricter view, treating products with meaningful chance elements as gambling regardless of how dominant skill may be. Some states also analyze products through "gambling instrument" or game-specific statutes that target particular formats (slot-like devices, card games, sports wagering, lotteries) rather than applying a general skill-vs-chance test. Examples include statutes targeting "gambling devices" or slot-like mechanics (see, e.g., references in Arkansas, Tennessee, and Florida case law to device-specific definitions), and state-specific statutory schemes for fantasy sports, sports wagering, and promotional sweepstakes that operate independently of the general skill/chance inquiry. Whether a particular product is reached by a device-specific or format-specific statute depends on jurisdiction-specific statutory text and interpretive authority. 📥 Free Download: Gaming Compliance 101 Understand skill, chance, sweepstakes and the compliance questions behind a gaming launch. [Download Free Guide](/resources/gaming) ## Product Mechanics That Affect the Analysis The legal analysis follows the product, not the marketing. Mechanics that commonly affect skill-vs-chance review include: - How outcomes are determined (player inputs, scoring rules, tiebreakers) - The presence and role of randomized elements (card draws, drops, RNG events, loot mechanics) - How players are matched, including skill-based matchmaking and seeding - Whether players can meaningfully improve with experience - The length of a match or round, and how variance behaves over many sessions - Whether outcomes look structurally like a traditional gambling instrument ## Hidden Information, Randomness, and Match Length Hidden information (cards, opponent inputs, fog-of-war elements) and randomized events affect how chance interacts with skill. So does match length: in many products, skill differentiation increases as sample size grows. Short, high-variance formats may behave very differently from longer formats or aggregated tournament play — a factor that counsel will examine when assessing how chance influences outcomes. Courts and commentators have, in some contexts, engaged with sample-size and variance arguments — for example, in poker-related decisions such as _United States v. DiCristina_, 886 F. Supp. 2d 164 (E.D.N.Y. 2012) (later reversed on other grounds at 726 F.3d 92 (2d Cir. 2013)), and in fantasy-sports analyses. The weight given to variance and sample-size evidence varies by jurisdiction and by the applicable statutory framework. ## Bots, AI Opponents, and Randomized Systems Bot or AI opponents, randomized matchmaking, and house-controlled systems can complicate the analysis. Questions include: are players told they are competing against a bot? Does the bot's behavior introduce chance from the player's perspective? Are house-controlled elements transparent and consistent? These design choices can affect not only the skill-vs-chance analysis but also consumer-protection and disclosure obligations. ## Tournaments, Brackets, and Player Pools Tournament structures, bracket design, seeding, and the size and composition of the player pool can all influence how chance operates. A small-field, single-elimination tournament with random seeding behaves differently from a large, skill-seeded league with aggregate scoring. Counsel will consider how the structure of competition itself contributes to or limits the role of chance. ## Fee Structures, Rake, and Prize Models Economics matter as much as gameplay. Key questions include: - Are fees a **rake** from a player-funded prize pool, or a fixed administrative fee unrelated to prize size? - Are prizes **guaranteed**, **capped**, or scaled to entries? - Is there a free **alternative method of entry** (AMOE), and is it genuinely equivalent? - Are virtual currencies, tokens, or credits redeemable for cash or cash-equivalents? These design choices interact with state definitions of "consideration" and "prize," and they can shift a product between gambling, sweepstakes, and skill-contest categories. ## Building a Defensible Evidentiary Record Whatever the applicable test, the strength of a skill-vs-chance position depends on the record. Counsel will typically want to see written game rules, documented design rationale for chance and skill elements, marketing and disclosures that match the product, and — where relevant — data showing how players of different skill levels perform over reasonable sample sizes. A product that is described as "skill-based" but documented like a slot machine creates avoidable risk. ## The Role of Empirical Skill Studies In some matters, operators commission empirical studies analyzing whether skilled players outperform unskilled players at statistically significant levels and across reasonable sample sizes. These studies are not dispositive on their own, and they do not substitute for legal analysis, but they can become part of the broader record counsel and counterparties evaluate. The weight given to such studies varies by jurisdiction and context. Empirical skill evidence has been referenced in decisions and filings involving poker (e.g., _DiCristina_, supra), fantasy sports, and certain prediction contests, but courts have reached differing views on the admissibility and probative value of such evidence depending on the statutory test applied. Counsel should evaluate the evidentiary posture in each target state before relying on empirical studies as part of a compliance record. ## Questions Operators Should Be Ready to Answer - What is the precise outcome-determination logic for each game mode? - Where, exactly, do randomized or hidden-information elements enter? - How are players matched, and how does that affect variance? - What is the fee, rake, and prize structure — and how is each documented? - How are virtual currencies and any redemption paths structured? - What marketing language is being used, and does it match the product? - Which states are in scope for launch, and on what timeline? ## How This Connects to a 50-State Legal Opinion A robust skill-vs-chance analysis is a building block of a broader [50-state legal opinion](/blog/what-is-a-50-state-gaming-legal-opinion) or a phased [gaming compliance program](/blog/gaming-compliance-checklist-2025). For an overview of the practice area, see the [Gaming Law service page](/services/gaming-law) and the cornerstone explainer on [navigating the legal maze of skill-based gaming](/blog/navigating-legal-maze-skill-based-gaming). For geographic-restriction strategy once the legal map is drawn, see [geofencing for gaming compliance](/blog/geofencing-gaming-compliance). ## Disclaimer _This article is for general educational purposes only and does not constitute legal advice. State gambling laws vary, change over time, and are subject to interpretation by regulators and courts. No attorney-client relationship is formed by reading this article. Operators considering launch should obtain advice from counsel licensed in the relevant jurisdictions._ How Jacobs Counsel helps Jacobs Counsel helps gaming and gaming-adjacent operators evaluate product structure, state-law risk, skill-versus-chance issues, prize and fee models, geofencing, payment processor concerns, app store review, and 50-state opinion strategy. [Talk to gaming counsel](/services/gaming-law) **Legal Disclaimer:** This article is for general informational purposes only and does not constitute legal advice. Reading this article does not create an attorney-client relationship. Laws vary by jurisdiction and may change over time. You should consult counsel about your specific facts before making legal or business decisions. **Gaming-specific notice:** This article is not a legal opinion and should not be relied upon as clearance to launch a gaming, sweepstakes, contest, or wagering product in any jurisdiction. [![Drew Jacobs — Founder & Managing Attorney, Jacobs Counsel LLC](/assets/drew-jacobs-headshot-416-BLqfQvVH.webp)](/about/drew-jacobs) About the Author [Andrew R. Jacobs, Esq.](/about/drew-jacobs) Founder & Managing Attorney at Jacobs Counsel LLC. Director of Sports, Entertainment & Gaming Initiatives at Seton Hall Law. Super Lawyers Rising Star 2026. Licensed in NY, NJ & OH. [Read full bio →](/about/drew-jacobs) Related on Skill-Based Gaming & Multi-State Compliance ## Cornerstone guides and services [ In-Depth Guide ### 50-State Skill-Based Gaming Legal Opinion Comprehensive multi-state regulatory survey for skill-based gaming operators. Read: 50-State Skill-Based Gaming Legal Opinion ](/50-state-gaming-legal-opinion)[ Service & Pricing ### Gaming Law Services Licensing, compliance, and regulatory strategy for gaming operators. Read: Gaming Law Services ](/services/gaming-law)[ Who We Help ### Counsel for Gaming Operators Embedded legal strategy for gaming companies scaling into new states. Read: Counsel for Gaming Operators ](/clients/gaming) You might also like [ Skill-Based Gaming: U.S. Legal Guide "Skill-based" is not a magic label. Calling a product skill-based does not, by itself, answer the legal question, satisfy an app store, or convince a payment… ](/blog/navigating-legal-maze-skill-based-gaming)[ Skill-Based Gaming: Legal & Compliance Guide Skill-based gaming platforms, from mobile apps to large-scale esports tournaments, are attracting millions of players and generating substantial revenue. ](/blog/skill-based-gaming-legal-overview) 🎮 Found this helpful? #### Gaming Compliance 101 Understand skill, chance, sweepstakes and the compliance questions behind a gaming launch. [Get Free Guide](/resources/gaming) ### Gaming Compliance Check Answer a few questions to see where your product stands on skill vs. chance, multi-state exposure, and licensing risk. [Start Your Intake](/intake) ## Related Articles [Gaming & Compliance ### What the 2026 PA Skill Games Ruling Means for Operators Pennsylvania's Supreme Court held skill games are illegal slot machines, with… ](/blog/pennsylvania-supreme-court-skill-games-ruling-2026)[Gaming & Compliance ### Skill-Based Gaming vs. Sweepstakes: Legal Differences Operators Must Understand Understanding the legal differences between skill-based gaming and sweepstake… ](/blog/skill-gaming-vs-sweepstakes-legal)[Gaming & Compliance ### Gaming Compliance Checklist for Operators A practical gaming compliance checklist for operators launching skill-based g… ](/blog/gaming-compliance-checklist-2025) ## Keep Learning More insights on Gaming & Compliance legal strategies 🎮 ### Gaming Compliance 101 Understand skill, chance, sweepstakes and the compliance questions behind a gaming launch. \+ Add your name (optional) Get the guide, CourtVision Weekly newsletter, and a short series of related follow-up emails. Unsubscribe anytime. Download Free Guide Instant download. Unsubscribe anytime. [ Gaming & Compliance • 14 min read ### Skill-Based Gaming: U.S. Legal Guide "Skill-based" is not a magic label. Calling a product skill-based does not, by itself, answer the legal question, satisfy an app store, or convince a payment… January 14, 2025 Read ](/blog/navigating-legal-maze-skill-based-gaming)[ Gaming & Compliance • 15 min read ### Skill-Based Gaming: Legal & Compliance Guide Skill-based gaming platforms, from mobile apps to large-scale esports tournaments, are attracting millions of players and generating substantial revenue. September 13, 2025 Read ](/blog/skill-based-gaming-legal-overview) ### Enjoyed this article? Get weekly legal insights delivered straight to your inbox. We keep it brief and useful. Subscribe [About Court Vision Weekly](/court-vision-weekly) ### Need Legal Support? 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