Observed Signal · Sep 19, 2026 · Funding · Source: techcrunch · Impact: 4/5 · Sentiment: Positive
AI Benchmarking Startup Vals Raises $40M Series A
Vals, a startup founded in 2024, aims to become the gold standard for AI benchmarking. The company has raised a $40 million Series A led by Andreessen Horowitz, following a seed round led by 8VC and Bloomberg Beta. Vals differentiates itself by keeping its test materials private to prevent companies from gaming the system, and by evaluating models on industry-specific tasks in law, finance, and coding, as well as emerging areas like cybersecurity and biosecurity. The company's revenue is eight times what it was last year, and its team has grown from eight to 25 employees. Vals also launched a program to provide model evaluations to federal agencies. Founder Rayan Krishnan believes that as AI companies go public, rigorous benchmarking will become essential for public trust and corporate governance.
The article covers a significant funding round for an AI benchmarking startup, which is critical for the credibility and governance of AI models used across ad tech, marketing, and business. As AI becomes integral to advertising operations, such benchmarking can validate the capabilities and safety of AI tools, impacting industry trust and adoption.
Key Takeaways & Evidence Grounding
- Vals raised $40 million in a Series A round led by Andreessen Horowitz.
- Vals was founded in 2024 and has grown its team from 8 to 25 people.
- The company's revenue is currently eight times what it was last year.
- Vals launched a program to provide model evaluations to federal agencies.
- Vals keeps its benchmark tests private to prevent model training against them.
Connected Companies & Entities
7 Entities mappedSpaceX
Private space and satellite connectivity provider serving consumers, enterprises and governments.
“Krishnan noted that 'SpaceX went public.'...”
Anthropic
Foundation model company selling AI assistants and model APIs.
“Krishnan noted that 'Anthropic is slated for later this year.'...”
Bloomberg Beta
Early-stage venture fund backed solely by Bloomberg L.P.
“Seed round led by 8VC and Bloomberg Beta....”
Andreessen Horowitz (a16z)
Venture capital firm investing across technology, growth, biotech and crypto.
“Series A led by Andreessen Horowitz....”
Microsoft
Diversified software, cloud, advertising and gaming platform company.
“Rayan Krishnan worked for Microsoft....”
OpenAI
Foundation model company selling AI software, APIs and subscriptions.
“Krishnan suspects that 'OpenAI will be public soon.'...”
Palantir
Enterprise software for operational data integration, analytics and AI deployment.
“Rayan Krishnan interned at Palantir....”
Ontology Mapping & Concepts
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