Monte Carlo
PrivateLast Round
Series D
May 24, 2022
Est. Valuation
$1.6B
Total Funding Raised
$236M
Momentum
Top 10%
of companies Caplight tracks
Company Overview
Monte Carlo operates in AI, Data & Cloud Infrastructure and is based in San Francisco, California. Its latest recorded funding round was a Series D round in May 2022.
Monte Carlo is a data observability company that provides a platform to monitor, troubleshoot, and improve the reliability of data and AI systems in production.
Sector
AI, Data & Cloud Infrastructure
Verticals
Data Governance, ML Platforms, Data Warehousing, NLP & Conversational AI, Cloud Infrastructure
Business Model
B2B
Customer Profile
Usage-Based SaaS, Subscription SaaS
AI Layer
Infrastructure
Historical Pricing
Historical view of private secondary pricing and transaction trends.
Monte Carlo Comparables
Compare Monte Carlo with similar companies based on industry and business-model similarity.
| Company | Similarity | Market Cap |
|---|---|---|
| Bigeye | 84% | |
| Anomalo | 84% | |
| Acceldata | 84% |
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Monte Carlo Funding Rounds
Historical fundraising activity
| Round | Date | Amount Raised | Valuation | Investors | Sources |
|---|---|---|---|---|---|
| Series D | May 24, 2022 | ||||
| Series C | Aug 17, 2021 | ||||
| Series B | Feb 9, 2021 | ||||
| Series A | Sep 16, 2020 |
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Key People
Founding team and executive leadership
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Monte Carlo Investors
Notable investors and investment history
| Investor | Rounds |
|---|---|
| ICONIQ Capital | Series D |
| ICONIQ Growth | Series D, Series C |
| Salesforce Ventures | Series D, Series C |
| GIC Private Limited | Series D |
| Institutional Venture Partners (IVP) | Series D |
| Index Ventures | Series B |
| Redpoint Ventures | Series D, Series C, Series B |
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Market signals
Structured signals derived from secondary market and firmographic data.
- Aug 22, 2026
Monthly visitors increased 36% MoM, reaching 84.6K.
- May 4, 2026
Added Morningstar, a financial services firm, as a customer.
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Monte Carlo 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 Monte Carlo's valuation, stock price, and market status.
Is Monte Carlo a public or private company?
Monte Carlo is a private company.
What is the current stock price of Monte Carlo?
Monte Carlo is a private company, so its shares have no public market price. Caplight tracks Monte Carlo's secondary market activity and provides MarketPrice™ estimates of its share price to Caplight users.
How much is Monte Carlo worth (valuation)?
Monte Carlo's valuation is estimated at $1.6B based on funding round data.
Can I buy Monte Carlo stock?
Monte Carlo shares may be available on secondary markets subject to transfer restrictions. Caplight facilitates secondary market transactions for accredited investors.
When was Monte Carlo's last funding round?
Monte Carlo's most recent funding round was Series D on May 24, 2022.
Who are the main investors in Monte Carlo?
Key investors in Monte Carlo include ICONIQ Growth, Institutional Venture Partners (IVP), Redpoint Ventures, GGV Capital, Accel.
Will Monte Carlo IPO soon?
No public IPO plans have been announced for Monte Carlo.
How can I track Monte Carlo secondary market activity?
Caplight tracks bids, offers, and trades in Monte Carlo's shares on secondary markets.