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AI Benchmarking Startup Vals Raises $40M Series A Led by Andreessen Horowitz to enhance AI model evaluation systems.

PRIVATESep 22, 2026about 3 hours ago

Amount Raised

$40 Million

Round Type

Series A

Artificial IntelligenceMachine Learning

Investors

Andreessen Horowitz

Description

Vals, a startup founded in 2024 to build rigorous benchmarking systems for AI models, has raised $40 million in a Series A round led by Andreessen Horowitz. The company aims to provide undisclosed evaluation materials to accurately assess AI models across various industries. Revenue has grown significantly year-over-year, and plans for expansion are underway. The firm has already begun offering evaluations to federal agencies.

Company Information

Company

Vals

About

Vals is a startup founded in 2024 that focuses on developing rigorous benchmarking systems for AI models. Unlike traditional academic benchmarks, Vals keeps its evaluation materials undisclosed to ensure integrity in testing. The company evaluates models on their real-world task abilities across various industries while also considering potential negative outcomes. Vals aims to support AI companies in troubleshooting and improving their models through these evaluations.

Fundz sees it the moment Vals raises, hires an exec or expands, usually minutes after it happens, and tells you who to reach.

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Funding Insights

Based on industry data
Typical timeline to Series B
Series A companies typically raise their next round in 10-18 months
Monthly burn rate benchmark
47% of Series A startups spend $400k or more per month on operations
VC-backed spending patterns
VC-backed companies spend 89% more on sales and 100% more on marketing than bootstrapped peers
Tech investment trends
83% of B2B companies plan digital investments, with 79% prioritizing customer experience tech

Vals raised. Fundz records a round at a median of 3.6 minutes from the SEC filing, with the decision-maker attached.

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Fundz is a real-time business intelligence platform powered by agentic AI that proactively delivers personalized daily signals, including funding rounds, executive changes, M&A activity, 13F institutional filings, SEC 8-K events, investor activity, and website modifications, based on each user's watchlist and ICP. A trusted data source at firms such as BlackRock, Oracle, Kleiner Perkins, LinkedIn, HubSpot, and Cloudflare, Fundz democratizes the institutional-grade intelligence that previously required a PitchBook or Bloomberg terminal. Features include FundzWatch™ for automated website change detection, Daily Briefing for AI-powered daily briefings, and unified cross-signal alerts across 285,000+ organizations. Developers and data teams can access these signals programmatically via the Fundz Funding Data API, with transparent published pricing.