Thirty minutes, a real sample of the archive, and a straight answer on whether it fits your workflow.
Source-reported As recorded 2026-09-27
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Fintech payments
Oddpool
Overview
Oddpool is a platform that helps quant funds and trading desks harness the power of prediction markets.
Avi and Ritesh have been roommates since freshman year at Georgia Tech. Avi has a Master's in ML and saved Microsoft $6M/year by building a more accurate model on half the hardware. Ritesh has a Master's in Distributed Systems and made buy-side trading systems at Bloomberg 40% faster.
Company description As recorded 2026-11-08
Product & workflow
Pricing
Pro ($30/month) gives you the full dashboard suite -- arbitrage scanner, price spreads, volume rankings, whale tracking -- plus 1M API requests/month and 3 WebSocket connections.
Source-reported As recorded 2026-09-27
Founders & team
Previously Oddpool, Benchspan
Company history As recorded 2026-11-08
Ritesh Malpani
Founder/CEOFounder, CTO @ Oddpool | Prev. SWE @ Bloomberg Architected systems processing 100K+ TPS across trading infrastructure CS @ Georgia Tech
Founder profile As recorded 2026-09-15
Avi Arora
FounderFounder, CEO @ Oddpool | Prev. ML Researcher @ Microsoft Trained the prompt injection model at Microsoft which secures 20 billion requests / year CS @ Georgia Tech
Founder profile As recorded 2026-09-15
2team members reported
Source-reported As recorded 2026-09-15
Founded 2026 · Source
News & product activity
Cohort membership
Spring 2026Spring 2026
Original evidence ↗Hacker News post
Prediction Market Data Aggregate14 Nov 2025
Original evidence ↗Sources & observations
Profile depthenriched profile
Website observationwebsite reachable
Last website check2026-11-11
Location · source statedSan Francisco, CA, USA
Pricing evidenceA pricing page was detected
Maturity: Not assessed · 4 of 6 areas documented
Source-based assessment · automated evidence rules
The source reports an inactive or acquired company; current product identity needs review.
Maturity is an evidence-based assessment, not a success rating. It may understate the current stage where evidence is limited. Coverage records documented areas, not a complete or independently audited company history.
- Product overviewSource description Checked 2026-11-11
- Product visualsNot documented
- Founders & originsTeam information
- Business model & pricingPricing page detected on company website; plans not reviewed Checked 2026-11-11
- Funding & ownershipNot documented
- Dated milestonesDated source activity: 2026 Q2 (quarter only)
independent websitesource corroborationreachable websitedescriptive evidenceclassified market and modelsourced peoplesourced founding yearpricing page observeddated product or funding activity
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