AlphaNova
AlphaNova is a Singapore-based AI-powered trading signal competition platform where quantitative researchers, data scientists, and PhD students submit predictions evaluated through proprietary methods and deployed in a live neural net trading system.
- Company typePrivate
- Founded2024
- HeadquartersSingapore, Singapore
- Headcount1–10
- GTM typeB2C
- OfferingSoftware
What AlphaNova does
AlphaNova (AlphaNova Capital Pte. Ltd.) is a Singapore-incorporated private company, founded in 2024, that operates an AI-powered trading signal competition platform. The platform is designed for quantitative researchers, data scientists, PhD students, and independent scientists who submit trading signals in a merit-based competition format. Submissions are evaluated using proprietary geometric and statistical methods — including walk-forward testing and uncorrelated model selection — and winning signals feed into a live deep-learning neural net trading system that deploys capital in real markets, with top contributors entitled to performance-fee profit sharing over time. The company currently employs 1-10 people and operates a self-serve, product-led go-to-market model with no gatekeeping and global reach.
The platform's core product is the competition itself, surrounded by a leaderboard, community discussions, blog/research notes, a referral program with affiliate bonuses, and two forthcoming formats: biweekly contests and NovaSwarm, a multi-agent orchestration layer for agentic quantitative research. Each competition charges a $100 entry fee, with the prize pool scaling on participation — the May 2026 contest is advertised at up to $50,000. AlphaNova generates revenue through three channels: competition entry fees, performance-fee sharing from live trading, and referral bonuses, with a stated intent to expand into a managed fund vehicle (alphanovafund.com) that would add AUM-based economics.
AlphaNova's technology stack combines proprietary evaluation methods with a live neural net execution system and the in-development NovaSwarm agentic layer. The company is funded by Antler ($180K raised in December 2024) and is positioning to evolve from a competition venue into a vertically integrated quant research and capital deployment platform. Key uncertainty is the live trading system's net performance and whether NovaSwarm converts research-tool usage into recurring revenue at scale.
AlphaNova firmographics
Firmographics- Name
- AlphaNova
- Legal name
- AlphaNova Capital Pte. Ltd.
- Website
- https://alphanova.tech
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- AlphaNova is a Singapore-based AI-powered trading signal competition platform where quantitative researchers, data scientists, and PhD students submit predictions evaluated through proprietary methods and deployed in a live neural net trading system.
- Ownership category
- akta.pro rank
AlphaNova industry classification
Industry- Product category
- Algorithmic Trading Platform
- akta.pro primary industry
- Algorithmic Trading & Execution Platforms (FSAFANAN)
Keywords
Where AlphaNova is headquartered
LocationHeadquarters
- HQ city
- Singapore
- HQ country
- Singapore
- HQ region
- Asia
Offices1 record
Markets served
AlphaNova business model
Business model- GTM type
- B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Operations, Personnel, Marketing or Sales, Infrastructure
Revenue model
- Competition Entry Fees: Users pay $100 entry fee to participate in trading signal competitions. The combined entry fees form the prize pool for winners.
- Prize Pool Distribution: Prize pool grows with more participants and quality submissions. Current competition offers up to $50K in prizes, distributed to top performers.
- Performance Fee Sharing: A portion of performance fees earned from AlphaNova's live trading system is shared with winning scientists whose predictions had positive impact on trading profits over time.
- Referral Program Fees: Referrers receive bonuses when their referrals win competitions - 20% of first-place prize (capped at $1,000) for first contest win, 10% (capped at $500) for subsequent wins, and 5% of referral's profit sharing payout (capped at $500 per payment).
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Transaction based/ take rate | Pay-as-you-go | Competition Entry - $100 per contest |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels5 records
AlphaNova product offering
Product offeringCore offering
AlphaNova runs AI-powered trading signal competitions where scientists, quants, and data scientists submit trading predictions evaluated through proprietary geometric and statistical methods. Winning signals are integrated into a deep learning trading system that trades real capital, with cash prizes (up to $50K per competition) and profit sharing awarded to top contributors. The platform is merit-based, globally accessible via a self-serve web interface, and operates without gatekeeping or token requirements.
Product overview
AlphaNova is an AI trading predictions platform that operates as a competition-based marketplace connecting quantitative researchers with live trading deployment. The core platform hosts trading signal competitions where scientists and quants submit predictions evaluated through proprietary geometric and statistical methods. Winning signals are integrated into a deep learning trading system that trades real capital, with outstanding contributors earning profit sharing. Supporting products include the Leaderboard for ranking participants, the Referral Program for community growth incentives, Blog for research dissemination, and Discussions for community engagement. NovaSwarm (agentic orchestration for multi-agent quant research) and Biweekly Contests (rapid-fire competition format) represent upcoming add-on modules expanding the platform's capabilities.
Differentiator
Problem solved
Functional benefit
Brands
- NovaSwarm: A new orchestration method powered by advanced mathematics, designed for agentic quant research.
Products and services
- AlphaNova Platform Core AI-powered platform that hosts trading signal competitions, evaluates submissions using proprietary geometric and statistical methods, and integrates winning signals into a live deep learning trading system for real-capital execution. Designed for individual scientists, PhD students, data scientists, and independent quantitative researchers globally.
- Trading Signal Competitions Trading signal competitions where participants submit predictions for evaluation. Winners receive cash prizes (up to $50K) and outstanding contributors can earn profit sharing through integration into the live trading system. Entry costs $100 per competition.
- NovaSwarm Multi-agent orchestration method powered by advanced mathematics, designed for agentic quantitative research workflows. Available via early access waitlist to signed-up AlphaNova users.
- Biweekly Contests Rapid-fire competition format offering new contests every two weeks with faster winner announcements and cash prizes that scale with the quality of submissions.
Quantifiable outcome
- Up to $50K in prize money for competition winners
- +1 more outcomes
Companies that use AlphaNova
Customer profileSegments2 records
Ideal customer profiles1 record
AlphaNova technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature5 records
AlphaNova partnerships and signals
Strategic signalScale indicators2 records
Recent moves6 records
Expansion highlights5 records
AlphaNova competitors and assessment
Company assessmentBroad incumbents
- Citadel Securities: Citadel Securities is a leading global market maker with significant systematic and AI-driven trading operations. It is comparable to AlphaNova in deploying AI signals into live markets, but at vastly larger scale and as part of a diversified trading franchise.
- Hudson River Trading: Hudson River Trading is a quantitative trading firm applying AI and statistical models to live trading across asset classes. Comparable to AlphaNova on the AI-driven live-trading axis, but as a large, established proprietary firm rather than a community-driven venue.
- Two Sigma: Two Sigma is a large systematic hedge fund using AI/ML for alpha generation across equities and other asset classes. It competes indirectly for AI-trading talent and represents the institutional scale that AlphaNova's contributors may otherwise target.
- Jane Street: Jane Street is a major quantitative trading firm with proprietary AI/ML trading systems deployed across global markets. It shares the algorithmic live-trading dimension with AlphaNova, but operates as a private liquidity provider rather than a crowdsourced platform.
- Man Group / Man AHL: Man Group operates systematic and AI-augmented trading strategies at scale through Man AHL. It competes for the same pool of systematic talent and represents an institutional incumbent comparable to where AlphaNova's live trading could aspire to scale.
Direct peers
- Numerai: Numerai runs a crowdsourced hedge fund where data scientists submit trading signals evaluated by AI and deployed with real capital. It is the closest direct peer to AlphaNova, sharing both the crowdsourced-signal business model and the live-deployment-with-profit-sharing mechanic.
- QuantConnect: QuantConnect is an algorithmic trading platform that hosts a community of quants building, backtesting, and deploying strategies via cloud infrastructure. It overlaps with AlphaNova on community-led algorithmic trading, although it lacks the contest-driven evaluation layer.
- WorldQuant (BRAIN platform): WorldQuant operates the BRAIN platform, a crowdsourced alpha research platform where quants submit trading ideas for evaluation and potential deployment in WorldQuant funds. It mirrors AlphaNova's competition-driven, merit-based approach to sourcing signals at much larger scale.
Others
- Kaggle Competitions: Kaggle operates large-scale data science competitions with cash prizes, attracting many of the same ML/quant personas as AlphaNova. While not a trading platform, its competition-based merit mechanism and community of data scientists are directly analogous to AlphaNova's GTM motion.
Emerging players
- Boosted.ai: Boosted.ai provides AI-driven portfolio management and stock-selection tools for asset managers. It overlaps with AlphaNova's AI-for-trading theme but targets professional asset managers with SaaS tooling rather than crowdsourced signal competitions.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
AlphaNova social profiles
Digital presenceAlphaNova financial estimates
Financial estimateRevenue estimate
Valuation estimate
AlphaNova leadership team
Management profileNumber of profiles
AlphaNova funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
AlphaNova M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about AlphaNova
What does AlphaNova do?
AlphaNova runs AI-powered trading signal competitions where scientists, quants, and data scientists submit trading predictions evaluated through proprietary geometric and statistical methods. Winning signals are integrated into a deep learning trading system that trades real capital, with cash prizes (up to $50K per competition) and profit sharing awarded to top contributors. The platform is merit-based, globally accessible via a self-serve web interface, and operates without gatekeeping or token requirements.
Is AlphaNova a public or private company?
AlphaNova is a private company. It is classified as venture growth investor backed and is currently operating.
When was AlphaNova founded?
AlphaNova was founded in 2024. It employs 1 to 10 people.
Where is AlphaNova based?
AlphaNova is headquartered in Singapore, Singapore, in the Asia region.
How does AlphaNova make money?
Four revenue lines are on record. Competition Entry Fees are the primary driver. The others are prize Pool Distribution, performance Fee Sharing and referral Program Fees.
Who are AlphaNova's main competitors?
Broad incumbents on record are Citadel Securities, Hudson River Trading, Two Sigma, Jane Street and Man Group / Man AHL. Direct peers are Numerai, QuantConnect and WorldQuant (BRAIN platform). Kaggle Competitions is listed as an others. Boosted.ai is listed as an emerging player.
Does AlphaNova have an API?
No public API is recorded for AlphaNova.
What industry is AlphaNova in?
AlphaNova's product category is Algorithmic Trading Platform. Its primary akta.pro industry code is FSAFANAN, Algorithmic Trading & Execution Platforms.