Skip to main content
Caplight Logo









BenchFlow

BenchFlow

Private
San Francisco, CaliforniaAI, Data & Cloud Infrastructurehttps://www.benchflow.ai/

Last Round

Pre-Seed

Dec 16, 2024

Total Funding Raised

$1M

Company Overview

BenchFlow is an enterprise software company that provides a unified platform for benchmarking and evaluating AI agents and machine learning models through standardized, reproducible environments.

Sector

AI, Data & Cloud Infrastructure

Verticals

ML Platforms, AI Training Infrastructure, NLP & Conversational AI

Business Model

B2B

Customer Profile

Services & Consulting, Subscription SaaS

AI Layer

Infrastructure

Keywords

AI agent evaluationAI agent testingagent benchmarkingAI evalsAI evaluation frameworkAI agent runtimeAI safetyAI agent sandboxAI infrastructureLLM evaluationAI agent securityfrontier AI labAI agent observabilityAI agent monitoringAI developer tools

Historical Pricing

Historical view of private secondary pricing and transaction trends.

Unlock Pricing Charts

Sign up to view complete historical pricing and secondary transactions.

Caplight Momentum Score

Proprietary index based on bid/ask volume and sentiment.

View Momentum History

Track how buyer interest and sentiment changes over time.

BenchFlow Comparables

Compare BenchFlow with similar companies based on industry and business-model similarity.

BenchFlow comparables — related companies by embedding similarity
CompanySimilarityMarket Cap
Metaphi, Inc.
89%
Plato Technologies
88%
Chakra Labs
87%

BenchFlow Funding Rounds

Historical fundraising activity

Data table
RoundDateAmount RaisedValuationInvestorsSources
Pre-SeedDec 16, 2024

BenchFlow Investors

Notable investors and investment history

BenchFlow investors
InvestorRounds
Founders, Inc.Pre-Seed
Pear VCPre-Seed
Eastlink CapitalPre-Seed
Construct CapitalPre-Seed
Y CombinatorPre-Seed

Market signals

Structured signals derived from secondary market and firmographic data.

  • Jun 1, 2025

    Monthly visitors grew 33% MoM, reaching 1.1K.

  • Dec 16, 2024

    $1M raised from Construct Capital and Eastlink Capital.

BenchFlow Filings

Explore SEC and related filing metadata, where available.

BenchFlow filings preview — column headings only; records require access
TypeDateAmount OfferedAmount SoldFilingPagesDownload

Filing documents are not displayed on this public page. Request access to learn about available coverage.

Request access

Frequently Asked Questions

Common questions about BenchFlow's valuation, stock price, and market status.

Is BenchFlow a public or private company?

BenchFlow is a private company.

What is the current stock price of BenchFlow?

BenchFlow is a private company with no public stock price. No recent secondary market data is available.

How much is BenchFlow worth (valuation)?

Valuation information for BenchFlow is not publicly available.

Can I buy BenchFlow stock?

BenchFlow 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 BenchFlow's last funding round?

BenchFlow's most recent funding round was Seed on December 16, 2024.

Who are the main investors in BenchFlow?

Key investors in BenchFlow include Founders, Inc., Pear VC, Construct Capital, Y Combinator.

Will BenchFlow IPO soon?

No public IPO plans have been announced for BenchFlow.

How can I track BenchFlow secondary market activity?

Caplight tracks bids, offers, and trades for private companies. Visit https://www.caplight.com to monitor BenchFlow's secondary market activity and sign up for updates.

Firmographic Details

HeadquartersSan Francisco, California
Employee Range3
Year Founded2024
Last FundingDec 16, 2024

Institutional Data Access

Join leading institutional investors using Caplight to access private market data, discover pricing, and execute secondary block trades.

Requires verified institutional or accredited status.

See something wrong or outdated?