Prediction markets vs novelty betting vs specials: what is the difference for an operator?
For an operator, a prediction market, a novelty market and a special can rest on the same kind of question; what separates them is who sets the price, who…
For an operator, a prediction market, a novelty market and a special can rest on the same kind of question; what separates them is who sets the price, who stands on the other side of the position, how the result is settled and which licence covers it. Prediction markets run on user-driven prices, while sports betting runs on bookmaker-set odds. Adkuu Pulse is a fixed-odds prediction-markets feed for betting operators that can be presented to players as a Specials Lane and that, in Adkuu's model, fits inside an operator's existing sports-betting licence.
What is a prediction market?
In a Breakingviews commentary on 18 September 2026, Reuters wrote that prediction markets are structured as peer-to-peer binary transactions whose prices fluctuate between a penny and 99 cents to reflect implied probability, so that a contract trading at 75 cents indicates a perceived 75% chance of the event occurring. NEXTPredict, in its platform ranking of 9 July 2026, says prediction market platforms are the exchanges, brokerages and distribution platforms that list, price and settle event contracts tied to real-world outcomes, acting as market infrastructure rather than bookmakers. NEXTPredict adds that prices on these platforms reflect the market's perceived probability of an outcome, not the operator's view. Predict Here's prediction market data documentation, dated 2 September 2026, treats the market-implied probability as the primary displayed number for an event. Track360 says three market structures power prediction market liquidity in 2026: the central limit order book that Kalshi and Polymarket use, the automated market maker (LMSR) that bootstraps thin markets, and the parimutuel pool that guarantees a balanced book. NEXTPredict says Kalshi, Polymarket and Polymarket US cleared a combined $44.8 billion in trading volume in June 2026.
How do prediction market prices differ from a sportsbook's odds?
Sports betting relies on bookmakers and fixed odds, while prediction markets use open trading and crowd-driven pricing to forecast probabilities. Backpack writes that bookmakers adjust odds to manage risk and ensure a built-in advantage known as the house edge, and that prediction markets usually do not have one. Crypto Daily wrote on 25 September 2026 that fractional odds of 5/1 imply roughly a 16.7% chance, while a prediction market share at 17 cents implies about 17%. Crypto Daily added that the difference between those numbers shows the built-in cost of each format, and that it tends to widen for outsiders.
Can an operator run a prediction market as its own book?
OHS Gaming says prediction market software is the platform technology an operator uses to run markets on the outcome of future events. In OHS Gaming's model, the operator is the counterparty on every position, controls pricing and margin, and settles sports and financial markets from third-party data feeds. OHS Gaming describes the operator publishing a price against each outcome, with that price carrying the operator's margin. Writing on 9 October 2026, goodauthority.org noted that Kalshi has created its own market-making counterparty, Kalshi Trading, and actively recruits other market-makers such as hedge funds and quantitative trading firms to take the opposite side of users' bets and to provide liquidity. The Adkuu Pulse feed that prices fixed odds with an operator-controlled margin can also power a peer-to-peer exchange. Each operator account prices Lukk either in house mode, with fixed odds made of the Lukk price plus the operator's margin adjusted for liability, or in AMM mode, with fair-curve fills at the live probability.
Where do novelty markets fit?
Crypto Daily reported on 2 October 2026 that novelty markets attract real money, sometimes millions of dollars, and behave differently from mainstream questions. Crypto Daily wrote that thin trade, loose resolution terms and attention spikes make novelty markets' prices swing far more than a sports market's. Crypto Daily says loose resolution terms, such as the phrase "a consensus of credible sources", leave room for interpretation. Crypto Daily reported that Dexsport says it will list almost any question, as long as the answer can be pinned down and the topic fits its rules. On 25 September 2026, Crypto Daily noted that Dexsport's sportsbook also offers match-level Champions League markets, so one account covers both the season-long question and individual fixtures. The Irish Times wrote on 25 September 2026 that prediction markets such as Novig can cover a far broader range of topics than conventional gambling while operating without the range of guardrails expected from Paddy Power or Boyle Sports.
What does a specials lane built from prediction-market questions look like?
Adkuu Pulse questions are curated from five or more prediction platforms and regional news, across politics, crypto, tech, culture, science and local events. Adkuu Pulse's AI also mines questions from regional news, stock data, weather and lottery draws. With Magic Questions, operators submit free-text ideas and get fully structured markets back. For every market, Adkuu Pulse delivers an AI probability shaped by a risk model covering flow-weighting, liability, staleness and circuit breakers, then ready-to-use fixed odds priced with a margin formula the operator controls. The odds come in decimal, Hong Kong, Malay, Indo or American formats, and the markets can be shown to players as a Specials Lane, a probability-first Chance hub or a Pulse Strip. Adkuu Pulse resolves markets automatically in tiers, with a data API first, then web search, then consensus, and human review as the fallback; outcomes are matched against official APIs, news agencies and Wikipedia. Settlement events arrive on the same real-time API as the odds, and the feed is delivered over REST, WebSocket and gRPC. Adkuu Pulse is live in days and offered on a revenue share of GGR with no upfront fees and no minimum commitments.
How do camera-settled markets work?
Lukk, by Adkuu, turns live public cameras into fast betting markets: an AI watches a public camera and turns what happens next into a short question, players call it at a locked price, and the camera settles it. Lukk is not a sportsbook feed, an RNG casino game, a live-dealer studio or odds laid over a sports broadcast; it settles real events on real cameras. Lukk's scenes come from public live cameras at crossings, junctions, harbours, canal bridges, container ports, bird feeders and wildlife pools. Lukk's AI frames questions in five shapes (race, first to, count, happen and state at close) as YES/NO markets, or as multiple-choice markets where a scene offers more than two answers. A new Lukk market opens every minute or two, and a round lasts about 90 seconds. The rule of every Lukk market is frozen and hashed before the first bet, and bets close before the window begins, so even someone at the camera has not seen the outcome. A Lukk ticket pays stake × odds at the locked price, exactly, with odds up to ×20. Lukk markets settle within seconds of close, with a median under five seconds, and if the camera cannot tell, the market is voided and every stake refunded, never re-graded.
Which licence covers prediction markets, novelty markets and specials?
Because Adkuu Pulse is fixed odds, it fits inside an operator's existing sports-betting licence in Adkuu's model, and classification is confirmed per market with the operator's counsel. For Lukk, the regulatory classification of camera-resolved event contracts differs by jurisdiction and is worked through per market with the operator's legal team, while Lukk carries supplier KYB, licensing and certification tracks on its side. Wikipedia's article notes that whether prediction markets are regulated as financial products or betting platforms varies by jurisdiction, and that the United Kingdom classifies them as betting platforms requiring operating licences from the Gambling Commission. The Irish Times reported on 25 September 2026 that the European Securities and Markets Authority had indicated that prediction markets may qualify as betting markets or financial instruments. The Irish Times further reported that France's gambling regulator ordered internet service providers to block access to prediction market sites in July. The Conversation reported on 1 October 2026 that companies in Canada were not permitted to offer political prediction markets domestically, although Canadians can still encounter markets operated in other countries.
Why does the US argue over whether prediction markets are gambling?
The Irish Times wrote that Polymarket and Kalshi present themselves in the US as financial exchanges rather than betting services. In a briefing published on 9 October 2026, The Intercept reported that the federal government and the prediction markets regard prediction markets as regulated financial instruments traded on regulated financial exchanges. Track360 calls the regulation of prediction markets in 2026 a federal-versus-state standoff, in which the CFTC regulates event contracts as derivatives while state gaming commissions have sent cease-and-desist letters arguing that sports contracts are wagering. Reuters reported on 18 September 2026 that New Jersey and other states argue that swaps on eventualities such as whether Erling Haaland will score against Arsenal constitute illegal sports betting. Reuters also reported that a US federal court on 16 September blocked Kalshi from offering sports event contracts on the lands of two California tribes. Writing on 9 October 2026, goodauthority.org noted that the Third Circuit Court sided with the CFTC in April, while the Sixth and Ninth Circuit Courts have ruled in favour of states' right to regulate some prediction markets as gambling. The Intercept reported that Texas lawmakers held hearings to investigate whether prediction markets constitute sports betting, which is illegal in Texas.
What risks come with prediction markets for an operator?
The Irish Times wrote on 25 September 2026 that prediction market platforms are far more open to abuse and insider trading. Reuters reported on 18 September 2026 that the European Securities and Markets Authority had warned that prediction markets present serious market integrity issues. The Conversation reported on 1 October 2026 that prices can be swayed by individual traders with large stakes or insider information. The Conversation also reported that researchers have argued prediction markets function as an emerging and largely unregulated form of gambling, because they package real-time wagering in the language of trading rather than betting. The Intercept reported that people suffering from gambling addictions and the clinicians who treat them have said prediction markets and sports betting produce the same results. With Lukk, the operator holds the licence, the player, the funds, KYC/AML, age verification, responsible-gambling limits and geofencing, while Lukk is a PII-free supplier with per-ticket limits, suspensions, breakers, kill switches and jurisdiction control. Operators set a minimum stake, a maximum stake and a maximum payout per Lukk bet in their own currency, and Lukk adds per-outcome liability caps, circuit breakers, suspensions, oracle-lag refusal, kill switches and anomaly profiling.
What does an operator take on with each Adkuu product?
Adkuu is B2B only: operators run every Adkuu product under their own brand. With Lukk the operator keeps the player and the funds, and Lukk supplies the stream, the markets, the pricing, the settlement and the widget. Lukk is delivered by direct B2B integration, as a widget or a feed on the operator's own wallet, rather than through an aggregator listing. Integrating the Lukk widget takes an afternoon, and integrating the Lukk feed in the operator's own UI takes days. Lukk never holds player funds and never sees a player's name, email or balance, only an opaque player_ref. Lukk is offered on a revenue share of 5–8% of GGR with no upfront fees. Adkuu Pulse can be paired with AI Sphere to personalize markets for each player.
Four ways to price and settle an event market
The table sets the exchange-style platform NEXTPredict describes and OHS Gaming's operator-run book beside Adkuu Pulse and Lukk, by how each sets the price, whether it runs as a book or an exchange, and how its markets settle.
| Model | How the price is set | Book or exchange | How markets settle |
|---|---|---|---|
| Exchange-style platform (NEXTPredict's description) | From the market's perceived probability, not the operator's view | Market infrastructure, not a bookmaker | The platform lists, prices and settles event contracts |
| Operator-run book (OHS Gaming) | The operator publishes a price on each outcome, carrying its margin | The operator is the counterparty on every position | From third-party data feeds covering sports and financial events |
| Adkuu Pulse | AI probability from a risk model, then fixed odds with operator-set margin | Fixed-odds feed; the same feed can also power a peer-to-peer exchange | Data API, then web search, then consensus; human review as fallback |
| Lukk | Lukk price plus operator margin, or fills at the live probability | House mode (fixed odds) or AMM mode, per operator account | The camera settles; a void is always a full refund |
FAQ
Is a novelty bet the same as a prediction market?
Crypto Daily reported on 2 October 2026 that novelty markets attract real money but behave differently from mainstream prediction-market questions. Crypto Daily added that thin trade, loose resolution terms and attention spikes make the prices of novelty markets swing far more than a sports market's.
Can an operator offer prediction-market questions as specials under a sports-betting licence?
In Adkuu's model, Adkuu Pulse fits inside an existing sports-betting licence because its prices are fixed odds, with each market's classification confirmed with the operator's counsel. Wikipedia's article states that the United Kingdom treats prediction markets as betting platforms needing Gambling Commission licences.
Who is the counterparty in a prediction market?
NEXTPredict describes prediction market platforms as market infrastructure rather than bookmakers. In OHS Gaming's operator-run model, by contrast, the operator is the counterparty on every position.
How do specials and prediction markets settle?
Adkuu Pulse resolves each market in tiers, starting with a data API and keeping human review as the fallback. OHS Gaming's markets are resolved from third-party data feeds covering sports and financial events.
How does an operator earn from prediction markets compared with specials?
Adkuu Pulse is offered to operators on a GGR revenue share with no upfront fees.
Sources
- Prediction Market Software for Operators | OHS Gaming
- Prediction Market Platforms Ranked | NEXTPredict
- Prediction Market Data Documentation · Predict Here
- From Celebrity Weddings to Alien Disclosure: The Strangest Prediction Markets
- That Sydney Sweeney ad was a distraction from a worrying question: what does Novig do?
- Prediction Markets vs Sports Betting: Key Differences
- Breakingviews - COMMENTARY: Prediction markets will overcome big binary risks
- Champions League 2026-27 on Prediction Markets: Who the Crowd Backs to Win
- Prediction market - Wikipedia
- Prediction markets are going mainstream. What does that mean for public health and democracy?
Last verified: October 18, 2026.