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Monte Carlo

Monte Carlo

Private
San Francisco, CaliforniaAI, Data & Cloud Infrastructurehttps://www.montecarlodata.com/

Last Round

Series D

May 24, 2022

Est. Valuation

$1.6B

Total Funding Raised

$371M

Momentum

Top 5%

of companies Caplight tracks

Company Overview

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, Business Intelligence, Data Warehousing, Database Management

Business Model

B2B

Customer Profile

Subscription SaaS, Usage-Based SaaS

AI Layer

Infrastructure

Keywords

data observabilitydata reliabilitydata qualitydata downtimedata pipeline monitoringdata healthdata lineagedata governancedata observability platformdata stack observabilityai observabilitydata reliability engineeringdataopsdata monitoringdata asset management

Historical Pricing

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Caplight Momentum Score

Proprietary index based on bid/ask volume and sentiment.

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Monte Carlo Comparables

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Monte Carlo comparables — related companies by embedding similarity
CompanySimilarityMarket Cap
Acceldata
84%
Bigeye
83%
Collibra
81%

Monte Carlo Funding Rounds

Historical fundraising activity

Data table
RoundDateAmount RaisedValuationInvestorsSources
Series DMay 24, 2022
Series DJan 1, 2022
Series CAug 17, 2021
Series BFeb 9, 2021
Series ASep 16, 2020

Key People

Founding team and executive leadership

Lior Gavish

Chief Technology Officer

Executive Team

Monte Carlo Investors

Notable investors and investment history

Monte Carlo investors
InvestorRounds
ICONIQ CapitalSeries D
ICONIQ GrowthSeries D, Series C
Salesforce VenturesSeries D, Series C
GIC Private LimitedSeries D
Institutional Venture Partners (IVP)Series D
Index VenturesSeries B
Redpoint VenturesSeries D, Series C, Series B

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.

Monte Carlo Filings

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Monte Carlo filings preview — column headings only; records require access
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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 with no public stock price. No recent secondary market data is available.

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. Visit https://www.caplight.com to learn more.

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 for private companies. Visit https://www.caplight.com to monitor Monte Carlo's secondary market activity and sign up for updates.

Firmographic Details

HeadquartersSan Francisco, California
Employee Range166
Year Founded2019
Last FundingMay 24, 2022

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