Preference Models
PrivateLast Round
Seed
Oct 7, 2026
Est. Valuation
$5.71M
Total Funding Raised
$16.4M
Momentum
Top 1%
of companies Caplight tracks
Company Overview
Preference Models operates in AI, Data & Cloud Infrastructure and is based in San Francisco, California. Its latest recorded funding round was a Seed round in October 2026.
Preference Models is a software company that builds reinforcement learning environments to train and evaluate AI models.
Sector
AI, Data & Cloud Infrastructure
Verticals
AI Training Infrastructure, ML Platforms, Synthetic Data
Business Model
B2B
Customer Profile
Subscription SaaS, Usage-Based SaaS
AI Layer
Infrastructure
Historical Pricing
Historical view of private secondary pricing and transaction trends.
Preference Models Comparables
Compare Preference Models with similar companies based on industry and business-model similarity.
| Company | Similarity | Market Cap |
|---|---|---|
| Osmosis | 88% | |
| HUD | 88% | |
| Collinear AI | 87% |
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Preference Models Funding Rounds
Historical fundraising activity
| Round | Date | Amount Raised | Valuation | Investors | Sources |
|---|---|---|---|---|---|
| Seed | Oct 7, 2026 | ||||
| Pre Seed | Jul 1, 2025 |
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Key People
Founding team and executive leadership
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Preference Models Investors
Notable investors and investment history
| Investor | Rounds |
|---|---|
| Andreessen Horowitz | Seed |
| South Park Commons | Seed, Pre Seed |
| SignalFire | Seed |
| Scale Angels Fund | Seed |
Market signals
Structured signals derived from secondary market and firmographic data.
- Oct 7, 2026
$16M round led by Andreessen Horowitz.
- Sep 6, 2026
Grew 180% QoQ from 5 to 14 employees.
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Recent news
Latest coverage and updates
- receives_financingOct 10, 2026
On Oct 7th '26, Preference Model, Inc. receives $16M in Seed financing led by Andreessen Horowitz, with participation from SignalFire, South Park Commons, Scale Angel Group, and individual researchers, to develop reinforcement learning infrastructure for AI alignment.
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Preference Models Filings
Explore SEC and related filing metadata, where available.
| Type | Date | Amount Offered | Amount Sold | Filing | Pages | Download |
|---|
Filing documents are not displayed on this public page. Request access to learn about available coverage.
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Frequently Asked Questions
Common questions about Preference Models's valuation, stock price, and market status.
Is Preference Models a public or private company?
Preference Models is a private company.
What is the current stock price of Preference Models?
Preference Models is a private company, so its shares have no public market price. Caplight tracks Preference Models's secondary market activity and provides MarketPrice™ estimates of its share price to Caplight users.
How much is Preference Models worth (valuation)?
Preference Models's valuation is estimated at $5.7M based on funding round data.
Can I buy Preference Models stock?
Preference Models shares may be available on secondary markets subject to transfer restrictions. Caplight facilitates secondary market transactions for accredited investors.
When was Preference Models's last funding round?
Preference Models's most recent funding round was Seed on October 7, 2026.
Who are the main investors in Preference Models?
Key investors in Preference Models include Andreessen Horowitz, South Park Commons.
Will Preference Models IPO soon?
No public IPO plans have been announced for Preference Models.
How can I track Preference Models secondary market activity?
Caplight tracks bids, offers, and trades in Preference Models's shares on secondary markets.