Prediction Market Tax Guide for Market Makers, Professional Traders & Trading Firms

Last Updated on August 23, 2026 by Patrick Camuso, CPA

Quick answer (read this first)

The short answer: There is no separate federal tax treatment that applies merely because a participant is described as a prediction-market market maker, professional trader, liquidity provider, or trading firm. Those descriptions can be relevant to the facts, but the federal tax consequences still depend on the taxpayer’s actual activities, the contracts being traded, the transaction mechanics, and the particular provisions of the Internal Revenue Code that apply.

What matters: Professional scale can make trade-or-business status, dealer questions, loss treatment, related positions, accounting records, partnership reporting, owner-level limitations, and the year-end close materially more important. Contract characterization remains a separate inquiry. A strong business fact pattern does not itself determine whether a particular contract produces capital, ordinary, wagering, or other specialized treatment.

What does not follow automatically: A market-maker designation does not establish dealer status. Trading on a CFTC-designated contract market does not establish that every listed contract falls within Section 1256. A platform P&L statement or Form 1099 does not determine substantive federal tax character. Similarly, becoming economically flat does not necessarily establish what legally happened to an existing contract position.

Who this affects: These issues become especially important for algorithmic market makers, systematic and high-frequency traders, arbitrage operations, multi-venue firms, trading partnerships, funds, and individual traders whose activity has reached a scale where transaction accounting and tax-position support are material parts of the filing process.

Our broader prediction-market tax guide addresses the general federal characterization problem. This guide focuses on what becomes more difficult once prediction-market activity develops into a professional trading operation.

Professional prediction-market trading can become a substantially different tax and accounting problem from occasional participation in event contracts.

A professional operation may quote markets continuously, use automated execution, earn spreads or liquidity incentives, carry related positions, trade through several venues or access models, and conduct the activity through an LLC or partnership with multiple owners. As the business develops, the tax work extends well beyond determining how an isolated winning or losing contract should be reported.

The more difficult questions concern how the taxpayer actually operates, what contracts it owns, what occurred when positions were reduced or resolved, whether losses are recognized and currently usable, whether related positions affect timing, how platform activity reconciles to the books, and how the resulting tax items move through an entity and ultimately to its owners.

For a professional trading firm, return preparation increasingly sits at the end of that process rather than at the beginning.

Why the Tax Problem Changes at Professional Scale

Professionalization does not necessarily create a new tax classification. It changes the number and significance of the questions that have to be answered before a return can be prepared reliably.

An occasional participant may have a limited number of acquisitions and resolutions during the year. A professional firm can have substantial transaction populations, opposing or economically related positions, several sources of trading revenue, multiple access models, changing ownership, separate accounting books, and large gross gains and losses. The resulting tax return may depend on far more than the annual net result shown on an account statement.

Those facts also make common shortcuts less reliable. An annual platform P&L can accurately describe the economic result of an account while leaving unresolved what contractual rights were held, whether particular positions were actually transferred or merely offset economically, which contracts remained open at year end, how corrections affected prior activity, or whether related positions require a separate tax analysis.

For an entity, another layer begins after the contract-level work is complete. The tax items still have to reconcile to the books and, where the business is taxed as a partnership, be computed and allocated under Subchapter K before the owners can complete their individual returns.

The practical difference is significant since filing a relatively small amount of prediction-market activity can be a return-preparation exercise. Operating a professional prediction-market trading business can require tax analysis, transaction accounting, entity reporting, and owner-level computations before the return itself can be finalized.

Does Being a Market Maker Change Your Tax Status?

“Market maker” generally describes what a participant does in the market. A firm may post liquidity on both sides of a contract, manage inventory continuously, seek bid-ask spread, receive venue incentives, and take liquidity when necessary to manage exposure. Those facts can matter because they help define the taxpayer’s actual business. They may bear on continuity and regularity, the source of the firm’s return, whether it trades exclusively for its own account, the nature of its relationships with other parties, and the records created by the operation. The designation does not supply a federal tax classification by itself.

The Internal Revenue Code uses terms such as dealer, trader, customer, inventory, hedge, security, and commodity within particular statutory frameworks. A venue’s decision to designate an account as a market maker or admit a participant to a liquidity program does not determine whether those federal tax definitions are satisfied.

A professional firm should therefore document its actual functions and relationships rather than treating a commercial market-structure label as the tax conclusion.

This becomes important when comparing market makers with high-frequency takers, arbitrageurs, and active directional traders. Two firms may execute very differently while both conducting highly organized trading businesses. Conversely, two firms may both call themselves market makers while deriving profits from materially different combinations of spread, incentives, inventory management, and directional exposure. The applicable tax rules have to be applied to those underlying facts.

Can Professional Prediction-Market Trading Be a Trade or Business?

Trade-or-business status generally depends on the actual nature and conduct of the activity rather than a particular prediction-market volume threshold. Continuity, regularity, organization, time commitment, dedicated infrastructure, and a genuine profit objective can all be relevant when evaluating a professional trading operation. A firm operating systematic strategies throughout the year with dedicated capital, personnel, data systems, continuing research, and frequent execution presents a materially different factual record from an individual managing occasional positions.

Our article on whether prediction-market activity can qualify as a trade or business develops that analysis in greater detail.

For professional traders, however, the distinction between taxpayer capacity and contract character remains important. A taxpayer can conduct a trade or business while holding capital assets. Business activity can also involve transactions governed by independent statutory loss rules or other specialized provisions.

If a trading firm participates in several materially different contract categories, its operating status may remain the same while the contract-level analysis changes across the book.

Trade-or-business status can therefore affect expenses, reporting, entity issues, and several downstream tax questions without resolving the federal character of every contract the business trades.

Does Being a Market Maker Make the Firm a Dealer?

A market-maker designation should not be treated as equivalent to federal dealer status.

The trader-dealer distinction is well developed in other financial-market contexts, although the analysis should be applied carefully to prediction-market activity. Traditional dealer analysis places importance on the taxpayer’s functions and relationships, including whether the taxpayer acts as a merchant or intermediary with respect to customers rather than simply trading property for its own account.

A proprietary prediction-market firm may share some economic characteristics with conventional market making. It may quote both sides of markets, turn positions over rapidly, manage inventory, and seek spread rather than long-term appreciation.

Those characteristics form part of the factual record. Dealer status still has to be determined under the relevant statutory requirements and the taxpayer’s actual functions and relationships rather than from the market-maker label, trading volume, or the use of automated two-sided quoting.

Section 475 presents separate questions concerning taxpayer status and statutory instrument definitions. This guide does not take a position on how Section 475 applies to prediction-market contracts or to any particular professional trader.

How Are the Contracts Themselves Taxed?

The Internal Revenue Code does not contain one provision that classifies every prediction-market event contract across all venues, products, taxpayers, and transaction types.

The federal analysis instead draws from potentially applicable provisions developed for different kinds of financial, contractual, property, and wagering transactions. Depending on the contract and transaction, those provisions can include Section 1256, Section 165(d), the general capital-asset and sale-or-exchange rules, Sections 1234 and 1234A, Section 475 at a threshold level, and the general income and loss provisions.

These are statutory regimes, not treatments that a trader may select according to whichever result is preferable. That becomes particularly important for professional firms operating across several contract categories. The taxpayer’s business may be unchanged while the relevant contract terms, referenced events, venue mechanics, and transaction endpoints differ materially. The analysis therefore has to remain sufficiently granular to evaluate the contracts and transactions actually reflected in the trading book.

Does Section 1256 apply?

Section 1256 receives substantial attention because qualifying contracts are subject to a specialized federal timing, character, and reporting regime.

The fact that a contract trades on a regulated prediction-market venue does not complete the analysis. Venue qualification and contract qualification are separate statutory questions. The instrument must fit an enumerated Section 1256 category, satisfy the requirements of that category, and avoid any applicable exclusion.

Prediction-market contracts can share structural features with established derivatives. Depending on the instrument, those features can include a fixed acquisition amount, contingent cash payment, exchange trading, and automatic resolution. Those similarities can be relevant to the statutory analysis without independently establishing a federal tax classification. Commodity Exchange Act treatment can be an important legal fact, particularly where the Internal Revenue Code expressly incorporates a regulatory concept, but a regulatory product description does not generally determine an independent federal income-tax definition.

Our detailed article on Section 1256 and prediction markets addresses those statutory questions more fully.

Are prediction-market contracts wagering transactions?

Section 165(d) applies to losses from wagering transactions, so the threshold characterization can become highly consequential for professional traders with substantial gross gains and losses.

For taxable years beginning after December 31, 2025, Section 165(d) generally limits the deduction to 90 percent of losses from wagering transactions and only to the extent of gains from those transactions. The amended provision also treats otherwise allowable deductions incurred in carrying on wagering transactions as losses from wagering transactions for purposes of that limitation.

Where the wagering framework applies, the taxpayer’s economic result and taxable result can therefore diverge. The professional nature of the business does not independently answer whether Section 165(d) governs a particular transaction. An organized, continuous, profit-seeking business can still enter transactions subject to a specialized statutory rule.

The subject of the market also should not be converted into a universal tax classification. Sports-related contracts can present facts requiring careful wagering analysis, while financial-reference, political, weather, economic, and other contracts can present different facts. Different facts can justify different analyses without supporting a categorical product-wide result.

Our article on whether prediction-market profits are gambling income examines the wagering issue in greater detail.

What if no specialized regime clearly resolves the transaction?

Where no specialized regime governs, the analysis can return to the general provisions concerning property, income, losses, capital assets, and sales or exchanges.

Even in that residual analysis, determining that a contractual right is property does not answer how every later event involving that right should be treated. An actual pre-resolution transfer, contractual performance at resolution, an opposite-side acquisition, pairing or netting under venue mechanics, and another form of termination can present materially different facts.

Sections 1234 and 1234A can add further questions concerning option status and specified contractual terminations. Those provisions have their own predicates and should not be applied merely because an event contract resembles another type of derivative economically.

For professional firms, the practical consequence is that federal tax classification has to be supported by records establishing the relevant contract and the transaction that occurred with respect to it. An annual account label ordinarily cannot answer that question by itself.

Why Closing Mechanics Matter More for Professional Traders

Professional traders generally manage risk in economic terms. A strategy may be regarded as closed once the relevant exposure has been neutralized. Federal tax analysis can require a more precise description of what happened to the underlying contractual rights.

A trader may acquire an opposite-side position while continuing to own the original contract. An existing right may instead be transferred. Exchange or clearing mechanics may pair or net positions. A clearing organization may be substituted as counterparty. A contract may remain outstanding until the underlying event is finally resolved. An execution or settlement may subsequently be corrected, reversed, or replaced. Those events can produce similar economic outcomes without necessarily representing the same legal transaction.

Automated trading makes the distinction more important because a system can create and neutralize exposure repeatedly without producing a human-readable explanation of what happened to each original contractual right. If the tax record retains only aggregate realized P&L, the firm may later be unable to establish whether the economic result arose from transfers, opposite-side acquisitions, contractual resolution, netting, corrections, or some combination of those events. Platform terminology can contribute to the factual record, but terms such as “sell,” “close,” “cash out,” “offset,” and “settle” should not be converted directly into federal tax conclusions.

Depending on the activity being analyzed, the tax file may therefore need the market, order, execution, position, settlement, and correction records necessary to establish what actually occurred. The objective is not to impose one universal data structure on every firm. It is to preserve the facts on which the adopted tax treatment depends.

Why Corrections and Reversals Need to Remain Traceable

High-volume records can become misleading if the final account state is treated as though it were the complete transaction history. A trade can be busted or corrected. A market can be canceled. A settlement can be adjusted. A fee can be refunded. A prior position can be reversed or replaced. Those events can affect the amount ultimately reported, but they can also change more fundamental facts concerning whether a position was acquired, when the taxpayer’s rights changed or ended, whether an apparent loss became final, and what positions remained open at year end.

For that reason, a professional tax record may need to preserve the relationship between a material original transaction and a subsequent correction rather than overwriting the earlier state. The technical architecture used to accomplish that will depend on the taxpayer’s systems. The tax objective is narrower since the material return positions should remain reproducible from the historical activity that produced them.

Why Losses Can Matter More Than the Rate on Gains

Professional traders often focus first on the character and rate applicable to profitable transactions. The treatment and timing of losses can be equally significant. Capital losses, ordinary losses, wagering losses, and losses deferred by an independent provision can produce materially different current-year consequences even where the economic loss is identical.

Capital characterization can bring the capital-loss limitation rules into the analysis. Ordinary character does not establish by itself that a loss is allowable, currently deductible, or usable against every category of income. Wagering treatment introduces the separate Section 165(d) limitation. Partnership owners can face additional limitations after the entity has already computed and allocated an otherwise allowable loss.

A contract resolving with no payment presents the same need for careful analysis. A zero economic recovery does not independently establish the deduction, character, timing, or current use of the loss. Ownership, cost or basis, finality, remaining recovery or replacement rights, corrections, and other applicable provisions can all be relevant.

The treatment of losses is developed further in our prediction-market loss deduction guide.

How Related and Offsetting Positions Complicate the Analysis

Professional market making and arbitrage can create trading books containing positions that are economically related. A firm may carry opposing exposure on the same event, related thresholds, different expirations, positions across venues, or another financial instrument intended to reduce part of the risk associated with an event contract. Those facts do not independently establish that Section 1092 applies. They can make the straddle and related-position rules relevant to the review.

Where potentially offsetting positions exist, Section 1092 and related provisions may require separate analysis. Annual net P&L generally does not preserve all of the position-level facts that analysis may require, which is one reason professional firms should retain detailed historical position records. The identification, grouping, and matching of particular positions is an implementation question that depends on the taxpayer’s actual facts and governing authorities. This public guide does not prescribe that methodology.

How Should Fees, Rebates, and Liquidity Incentives Be Handled?

A professional prediction-market account can contain substantially more than contract acquisition costs and settlement proceeds. Transaction fees, exchange fees, maker rebates, liquidity incentives, referral amounts, promotional credits, interest, refunds, collateral movements, and other adjustments can appear within the same trading ecosystem.

The initial accounting question is what each amount represents economically and contractually.

A rebate tied directly to an execution can present a different tax issue from an incentive paid for satisfying liquidity or volume requirements over a period. A promotional credit can arise under another arrangement. The platform’s description is relevant source information, but the federal tax treatment depends on the legal and economic function of the payment.

Professional firms can therefore benefit from preserving material economic streams separately until the applicable treatment has been determined. That approach also reduces the risk that accounting software assigns tax character automatically simply because the venue classified an amount as a rebate, reward, fee, or incentive.

Why Platform P&L Is Not Enough for a Professional Trading Firm

A platform P&L statement can be a valuable reconciliation tool. It should not be treated as a substitute for the underlying federal tax analysis.

Platforms calculate economic results for customer, operational, financial, and regulatory purposes. Their conventions can affect how transactions are paired, how fees are presented, when activity is regarded as closed, how opposing positions are represented, and how corrections flow into account history. Those conventions do not determine federal tax treatment.

Information returns require a similar distinction. A Form 1099 establishes what a reporting entity reported under a particular information-reporting regime. It does not necessarily resolve the correct federal character, basis, timing, or deductibility of every underlying transaction.

At professional scale, the more difficult issue is often data lineage. The firm may have substantial raw data but lack a reliable connection between an execution, the position it created, the later event affecting that position, subsequent corrections, year-end holdings, the general ledger, and the final tax computation.

Our prediction-market accounting guide addresses that accounting problem in greater depth. The appropriate record structure depends on the firm’s activity, venues, entity structure, systems, and tax positions. The objective is not to force every professional trader into the same schema. It is to make material return amounts reproducible from the source activity that generated them.

Why Multi-Venue Trading Creates Another Reconciliation Problem

Trading through several venues or access models introduces another layer of accounting complexity. Different systems can use different contract identifiers, timestamps, fee conventions, settlement terminology, position representations, and correction procedures. The customer-facing platform can also be different from the exchange, clearing organization, broker, or FCM involved in the transaction.

Economically similar activity can therefore appear differently in the source records.

Before a meaningful annual reconciliation begins, the taxpayer needs to know the complete population of material accounts and the legal owner of each one. An omitted account or intermediary relationship can affect more than cash. It can omit open positions, losses, related exposures, fees, and transactions relevant to the year-end analysis.

Cash reconciliation remains important, but cash alone cannot establish cost or basis, position history, or the legal event affecting a contractual right. For a professional operation, the transaction and position population therefore has to be reconciled along with the money.

How Does Prediction-Market Activity Flow Through a Partnership?

A trading firm taxed as a partnership adds another layer after the contract-level analysis.

The partnership generally computes its taxable items before those items are allocated and reported to the partners. The partnership return therefore has to preserve tax attributes that can affect the owners rather than assuming that annual management P&L will always become one net Schedule K-1 amount. This becomes important where the trading book produces items with different character, timing, or limitations. Compensation, interest, fees, and other operating amounts can also follow different rules from the contract results.

The proper K-1 presentation follows from the substantive tax positions adopted by the partnership. This guide does not prescribe a universal box, code, or return-line treatment for prediction-market activity whose federal character has not first been determined. The accounting requirement is more fundamental. The books and supporting records need enough detail to produce the applicable partnership tax items after the underlying transactions have been analyzed.

What Happens When Partners Join or Leave During the Year?

Growing trading partnerships frequently experience ownership changes.

A new partner may enter during the year. A founder may redeem an interest. Profit-sharing percentages can change. A service provider may become an owner. Contributions and distributions can occur at different points during a period in which the trading book is generating substantial income and loss. These events can affect how the partnership’s annual tax items are allocated.

Section 706 contains rules addressing changes in partners’ interests during a taxable year. Depending on the applicable facts and method, the partnership may have to take account of the changing ownership period rather than applying year-end percentages mechanically to the entire year’s results. The ownership record therefore becomes part of the tax close.

Admission dates, transfers, redemptions, contributions, distributions, vesting events, and changes in economic rights can all affect the final partnership reporting. Accurate trading records do not compensate for inaccurate ownership records when the Schedule K-1 allocations are prepared.

How Do Compensation and Service Equity Affect a Trading Partnership?

The compensation side of a professional trading firm should be reviewed separately from the trading book. A growing partnership can make payments to founders, employees, contractors, and partners through wages, contractor arrangements, guaranteed payments, distributions, bonuses, capital interests, profits interests, or other equity arrangements.

Sections 707 and 83, partnership compensation authorities, governing agreements, award terms, vesting provisions, and the individual’s actual status can all become relevant. Particular care can be warranted where a person changes status during the year, for example by beginning as an employee or contractor and later becoming a partner. That change can affect compensation reporting and partnership allocations independently of the contract-character analysis for the trading book.

For professional partnerships, the ownership and compensation records therefore belong in the same broader year-end tax process as the transaction accounting.

What Do Partners Need Beyond the K-1?

Schedule K-1 communicates the partner’s share of partnership items and additional information needed for the partner’s return. It does not calculate the partner’s entire federal tax liability. A partner can be taxed on allocated income even where the partnership did not distribute corresponding cash. A partner can also receive an allocated loss that is not currently usable because a separate owner-level limitation applies.

The IRS’s current Schedule K-1 partner instructions separately address basis, at-risk, passive-activity, and excess-business-loss limitations. They also state that the tax-basis capital account reported on Schedule K-1 is not a substitute for determining the partner’s adjusted outside basis. For professional trading partnerships, this can create materially different owner-level consequences even among partners receiving similar economic allocations.

The entity computation and the owner’s separate tax computation therefore need to remain distinct.

Is Tax-Basis Capital the Same as Outside Basis?

No. The tax-basis capital account reported by the partnership and the partner’s adjusted outside basis in the partnership interest are different tax concepts. Outside basis can reflect amounts that are not represented in tax-basis capital, including a partner’s share of partnership liabilities and certain partner-specific adjustments. That difference can become material in a trading partnership with substantial income, losses, capital contributions, distributions, debt, or changing ownership.

Partners generally have responsibility for maintaining their own outside-basis computations, although much of the historical information required to perform those computations may originate with the partnership. A current-year K-1 should therefore not be treated as a replacement for a complete partner basis history.

Can Partners Deduct Every Loss Allocated by the Trading Firm?

Not necessarily. Partnership-level allowance and partner-level use are separate stages of the tax computation.

Section 704(d) can limit a partner’s losses based on the partner’s outside basis. Section 465 can apply a separate at-risk limitation where relevant. Section 469 can affect passive losses in circumstances within its scope. Section 461(l) can limit excess business losses for noncorporate taxpayers. The application of those provisions depends on the owner and the underlying activity.

A trading partnership can therefore determine and allocate an otherwise allowable loss while an individual partner receives less current tax benefit because an owner-level limitation applies. Professional firms should identify the information their owners will need before K-1s are finalized rather than discovering the limitation for the first time during individual return preparation.

Are Trading Profits Subject to Self-Employment Tax, NIIT, or Section 199A?

Those questions require their own statutory analyses.

Regular federal income-tax character does not automatically determine the result under the self-employment tax rules of Section 1402, the net investment income tax rules of Section 1411, or the qualified business income provisions of Section 199A. Partnership structure, owner activity, the nature of particular items, guaranteed payments, and the definitions used by the applicable provision can all become relevant.

The appropriate owner-level analysis therefore begins with the statute imposing the particular tax or deduction rather than mechanically carrying an “ordinary” or “capital” label from the contract analysis into every downstream provision. This guide intentionally does not state a categorical SE-tax, NIIT, or Section 199A result for prediction-market market makers or professional traders.

What Other Tax Issues Become Material for Trading Firms?

A firm may discover that an earlier return relied on incomplete source data, different contract mechanics, or a characterization that current analysis calls into question. The proper response depends both on the substantive tax issue and on the procedural rules applicable to the taxpayer and year. Our article on IRS recharacterization of prediction-market activity discusses that issue in more detail.

Disclosure is another return-specific consideration. Form 8275 and Form 8275-R serve different functions, and pass-through items can present additional entity-versus-owner reporting questions. Whether disclosure is appropriate depends on the particular return position and the applicable disclosure and professional standards. Camuso CPA’s internal disclosure thresholds and decision methodology are outside the scope of this article. The IRS’s Form 8275 instructions provide the governing administrative framework.

State and local filings can also become material at professional scale. Entity nexus, owner residency, sourcing, nonresident withholding, composite filings, pass-through entity tax elections, resident credits, franchise taxes, and local business taxes are jurisdiction-specific issues. Federal character does not independently determine those state-law consequences.

These issues arise because a professional trading firm is more than a collection of contracts. It is an operating entity with books, owners, compensation arrangements, legal relationships, and multiple filing obligations.

What Should Be Resolved Before Tax Preparation Begins?

A professional prediction-market return is considerably easier to prepare when the material factual and analytical dependencies have been addressed before the filing deadline begins to control the process.

The taxpayer should know which trading, broker, settlement, bank, and other material accounts belong to the entity and whether the records cover the complete tax year. The transaction history should be capable of supporting the economic results reflected in the books, including material fees, rebates, incentives, settlements, corrections, and year-end open positions.

Material tax positions should then be supported by the facts on which they actually depend. Depending on the firm’s activities, this can include the relevant contract categories, taxpayer capacity, transaction endpoints, material losses, potentially related positions, and year-end holdings.

For partnerships, the same close may need to account for ownership changes, contributions, distributions, compensation arrangements, liabilities, and information necessary for owner-level computations.

Platform summaries and information returns should be reconciled to those records rather than used as substitutes for them. The firm should also compare material current-year positions with prior reporting and determine whether any relevant legal, contractual, venue, clearing, ownership, or reporting facts changed during the year.

Once those issues have been addressed, return preparation can function as the implementation of supported tax positions and computations rather than becoming a compressed reconstruction and research project performed under a filing deadline.

What This Means in Practice

Professional prediction-market tax analysis should begin with the taxpayer’s actual operation rather than the label attached to it.

Market-maker status can help describe the business without establishing dealer status or the character of the contracts. Trade-or-business status can affect expenses and other consequences without determining whether particular contracts produce capital, ordinary, wagering, or other specialized treatment. Exchange regulation can be relevant to Section 1256 while leaving contract qualification unresolved.

At professional scale, the legal and accounting questions become closely connected because the tax analysis depends on knowing what was owned, what happened to the position, what related exposure existed, what remained open at year end, and how the transaction population reconciles to the entity’s books. A partnership adds another layer because correctly computed trading results still have to be allocated among owners, reported through Schedule K-1, and subjected to partner-level rules.

For professional prediction-market firms, tax preparation is therefore the final stage of a broader classification, accounting, reconciliation, and reporting process.

How Camuso CPA Helps

Camuso CPA works with professional prediction-market traders, market makers, trading firms, partnerships, funds, and other high-volume participants whose activity has moved beyond straightforward year-end reporting.

Depending on the existing records and unresolved tax issues, the work may involve federal tax characterization, transaction and position accounting, book-tax reconciliation, partnership and owner-level analysis, review of prior reporting, and year-end tax implementation.

The appropriate scope depends on what the firm has already established. A trading firm with complete source data but no documented tax analysis presents a different problem from a firm with an established tax position but incomplete transaction accounting, or a partnership whose trading records are complete but whose ownership and partner reporting remain unresolved.

Request a Prediction Market Tax & Accounting Assessment to identify the material tax, accounting, and reporting issues that should be addressed before a broader implementation or filing engagement is scoped.

Frequently Asked Questions

What makes prediction market trader taxes different at professional scale?

At professional scale, the tax analysis usually extends beyond the character of isolated winning and losing contracts. Market-maker or trader status, legal transaction endpoints, loss limitations, related positions, book-tax reconciliation, partnership reporting, owner-level limitations, and year-end open positions can all become material. The return therefore depends on a broader tax-accounting record than a platform P&L alone provides.

How are prediction-market market makers taxed?

There is no separate federal tax classification that applies merely because a participant is called a market maker. The analysis depends on the taxpayer’s actual activities, the contracts traded, the transaction mechanics, and the Code provisions that apply. Market-maker status can be relevant to trade-or-business or dealer questions without determining contract character.

Does being a Kalshi market maker make me a dealer for tax purposes?

Not by itself. A venue market-maker designation describes a market-structure role. Federal dealer status requires a separate analysis of the taxpayer’s functions and relationships under the relevant statutes.

Can professional prediction-market trading qualify as a trade or business?

It can, depending on the facts. Continuity, regularity, organization, time commitment, infrastructure, and profit motive can all matter. Trade-or-business status remains separate from the tax character of the underlying contracts.

Does Section 1256 automatically apply to prediction-market contracts traded on a regulated exchange?

No. Exchange status is only part of the statutory analysis. The contract must also fit an enumerated Section 1256 category and satisfy the requirements of that category, and any applicable exclusion must be considered.

Why is platform P&L not enough for a professional trading firm?

Platform P&L is useful for reconciliation, but it reflects the platform’s reporting conventions and may not preserve the contract, endpoint, correction, open-position, and related-position information needed for the tax analysis. It should be reconciled to the source records rather than treated as the tax conclusion.

Can a prediction-market partnership report one net annual P&L to its partners?

Not necessarily. Partnership reporting may require items to retain separate tax attributes where separate treatment affects the partners. The correct K-1 presentation follows from the substantive tax positions adopted by the partnership and cannot be determined from management P&L alone.

Can a partner deduct every loss shown on a Schedule K-1?

No. Partner-level limitations can apply after the partnership has computed and allocated an otherwise allowable loss. Outside basis, at-risk rules, passive-activity rules where applicable, and the excess-business-loss limitation can each affect current deductibility.

Are prediction-market trading profits subject to self-employment tax or NIIT?

Those are separate statutory questions. Regular income-tax character does not automatically determine the result under Sections 1402 or 1411, particularly for partnership and professional trading activity.

About the Author
Patrick Camuso, CPA

Patrick Camuso, CPA

Founder and Managing Director, Camuso CPA  ·  Host, The Financial Frontier

Forbes Best-In-State Top CPA 2025 Forbes Best-In-State Top CPA 2026 AICPA Digital Asset Tax Task Force Tax Notes Federal & Global Author Forbes Business Council First U.S. CPA Firm to Accept Crypto Crypto-Native Since 2016

Patrick Camuso is the founder and Managing Director of Camuso CPA, one of the first practices in the country dedicated exclusively to cryptocurrency tax, accounting, and advisory for crypto investors, Web3 founders, and prediction market traders. He serves on the AICPA Digital Asset Tax Task Force and has published in Tax Notes Federal and Tax Notes Global on digital asset taxation and prediction market tax classification, alongside a former head of the IRS Office of Digital Assets. He is the author of The Crypto Tax Handbook and the first published book on Web3 sales tax compliance, has taught CPE courses with leading providers on Form 1099-DA and other digital asset tax topics, hosts The Financial Frontier podcast, publishes The Digital Asset Digest newsletter, speaks at ETHDenver and other major conferences, and is a member of the Forbes Business Council.

Media Coverage: Bloomberg Tax  ·  Business Insider  ·  Accounting Today  ·  MarketWatch  ·  Morningstar  ·  Wired  ·  Yahoo Finance  ·  Forbes

Analysis published here has been cited in Tax Notes and referenced across major tax and financial publications.

Important Disclaimer

This article is provided by Camuso CPA for general informational purposes and does not constitute legal, tax, accounting, or investment advice. Tax laws and regulations are evolving rapidly and the information presented may not reflect current guidance. Reading this article does not create a CPA-client relationship. For advice on your specific situation, schedule a consultation with Camuso CPA.

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