QS MarketsQS Markets

Sportsbooks

Pricing, Risk Management, Market Making & Structured Solutions

A derivatives-methodology framework for sportsbook risk — live pricing models, binary options Greeks, portfolio-wide risk monitoring, and structured bet instruments drawn from financial markets.

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Live Odds Feed

Matteo Varga

+435

Soren Halberg

+620

Luca Maren

+870

Emil Novak

+980

Tomas Virelli

+1280

Anders Solberg

+1410

Leon Duvall

+1560

Nico Valter

+1790

Matteo Varga

+435

Soren Halberg

+620

Luca Maren

+870

Emil Novak

+980

Tomas Virelli

+1280

Anders Solberg

+1410

Leon Duvall

+1560

Nico Valter

+1790

Elias Kovac

+1940

Julien Marek

+2180

Adrian Voss

+2450

Viktor Salvi

+2600

Marc Ellingsen

+3100

Rami Kessler

+3600

Theo Sarin

+4100

Albin Moreau

+4600

Elias Kovac

+1940

Julien Marek

+2180

Adrian Voss

+2450

Viktor Salvi

+2600

Marc Ellingsen

+3100

Rami Kessler

+3600

Theo Sarin

+4100

Albin Moreau

+4600

Kasper Iversen

+5200

Stellan Rousseau

+5800

Miro Calder

+6400

Nils Ferenc

+7200

Matteo Varga

+435

Soren Halberg

+620

Luca Maren

+870

Emil Novak

+980

Kasper Iversen

+5200

Stellan Rousseau

+5800

Miro Calder

+6400

Nils Ferenc

+7200

Matteo Varga

+435

Soren Halberg

+620

Luca Maren

+870

Emil Novak

+980

Sportsbook Tools & Risk Management

Operator-grade pricing, exposure controls, and execution workflows designed to keep your book sharp as markets move.

Pricing Models

Real-Time Odds Generation

Odds update continuously during events as live outcomes unfold — goals, scores, and in-event state changes drive model recalculation on every meaningful update.

Configurable Parameters

Sportsbook operators can adjust model assumptions, parameter weightings, and pricing inputs. Customization is available at the sport, event, and market level — without touching the underlying model structure.

Multi-Sport Coverage

Featured sports on the platform: Golf, Football, Basketball, and Hockey — with equivalent model architecture and consistent methodology applied across all supported sports and bet types.

Live Odds Engine

● LIVE

Golf

M. Varga+435
T. Virelli+850
S. Halberg+1200

Football

Kansas City−145
Buffalo+125
Baltimore+180

Basketball

Boston−165
New York+140
Milwaukee+210

Hockey

Florida−130
Colorado+115
Edmonton+160

Pricing model access via API or licensing agreement — integration and customization available to operators.

Risk Management

Binary Options Framework

Each sports bet is treated as a binary option. Delta, Gamma, Vega, and Theta are calculated per position using the same methodology applied by options market makers managing derivatives books.

Greeks Per Position

Delta measures sensitivity to the underlying outcome probability. Gamma tracks the rate of change of delta. Vega captures sensitivity to implied volatility. Theta measures time decay as the event approaches.

Portfolio-Wide Monitoring

Aggregate Greek positions are tracked across all active events simultaneously — giving operators a real-time view of net exposure, concentration risk, and position-level sensitivity across the full book.

Risk Greeks — Portfolio View

PositionΔ DeltaΓ Gammaν VegaΘ Theta

Varga Win

$12,400

0.1870.0410.023-0.008

Virelli Top 5

$8,200

0.4210.0620.031-0.012

Halberg Top 10

$6,800

0.6120.0280.018-0.006

Novak H2H

$4,100

0.5090.0730.041-0.019

+0.184

Net Delta

+0.113

Portfolio Vega

$31.5K

Open Exposure

Risk management dashboard available to operators — real-time Greeks, exposure controls, and portfolio-level monitoring.

Market Making

Direct Market Making

Quant Sport acts as counterparty, absorbing and managing sportsbook risk directly — taking on bet portfolios and hedging positions using the same derivatives methodology used internally.

Model & Algorithm Licensing

Sportsbooks license Quant Sport's proprietary pricing engine and risk algorithms, enabling internal risk management with full operator control — integrate via API, run your own interface, own the output.

$0–$100 Pricing Convention

All bets are standardized to a $100 payout, so implied probabilities are expressed as prices between $0 and $100 — creating clean, finance-style tradeable instruments with transparent bid-ask dynamics.

Level 2 Order Book

PriceSize
$18.10180
$18.50320
$18.90150
$19.40200
Spread$0.30
$17.80260
$17.40390
$17.00210
$16.60140

Price History

T−6T−3Now

Market making and licensing arrangements are structured directly with operators based on book size and risk profile.

Structured Solutions

Swaps on the Underlying

Delta-one instruments on the underlying outcome — for example, a swap on the running point spread in a basketball game that provides a direct hedging instrument for book-wide spread exposure.

Parlay Structuring

Individual bets combined into composite products for retail distribution or internal risk management — with embedded correlation assumptions and structured payout profiles designed to the operator's margin targets.

Autocall-Style Bets

Bets with conditional early payout triggers that automatically reinvest proceeds into a new equivalent position — analogous to principal-at-risk autocallable notes in structured finance.

Autocall Bet

Initial Stake — $100
↓
Q1End of Q1 checkpoint

Yes

Autocall → Pay $42 | Auto-reinvest $42

No

Not triggered — carry to Q2

↓
Q2End of Q2 checkpoint

Yes

Autocall → Pay $42 | Auto-reinvest $42

No

Not triggered — carry to Q3

↓
Q3End of Q3 checkpoint

Yes

Autocall → Pay $42 | Auto-reinvest $42

No

Not triggered — carry to Q4

↓
Q4End of Q4 — Final settlement

Yes

Final win: +$152

No

Final loss: $0

Structured instruments are designed and priced to operator specifications — contact us to discuss your book's risk appetite and product requirements.

How To Begin

A clear process to move from first conversation to a long-term performance partnership.

Sign In
01

Contact Us or Book a Meeting

Reach out to our team and share your goals, priorities, and timeline so we can understand where you need the most edge.

02

Discovery & Alignment

We discuss your requirements in detail, align on scope and access level, and agree on the right modelling and analytics approach for your use case.

03

Custom Solution Delivery

We design and deliver a tailored solution — dashboards, projections, odds tools, or decision frameworks — built precisely to your workflow.

04

Ongoing Strategic Partnership

We continue optimizing together through iterative updates, model refinement, and long-term support to sustain your competitive advantage.

Contact Quant Sport

Connect with our team to discuss sportsbook models, bettor intelligence workflows, and betting league infrastructure.

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