+126%

est. 2Y upside i

AI & MLSeries A

LMArena is the open platform for evaluating how AI models perform in the real world. Created by researchers from UC Berkeley’s SkyLab, our mission is to measure and advance the frontier of AI for real-world use.

Rank

#310

Sector

Artificial Intelligence, AI Evaluation

Est. Liquidity

~4Y

Data Quality

Data: High

Arena presents a strong upside opportunity driven by its hyper-growth ($30M ARR in 4 months) and a powerful competitive moat as a leading AI evaluation platform.

Last updated: March 10, 2026

Bull (30%)+400%

Arena solidifies its position as the undisputed industry standard for AI model evaluation, expanding its commercial offerings and leveraging its unique human preference dataset to become indispensable for all major AI labs and enterprises. Revenue scales to $200M+ by 2028, justifying an $8.5B+ valuation at a premium multiple, driven by strong network effects and continued hyper-growth.

Base (40%)+75%

Arena maintains strong growth in the AI evaluation market, but faces increasing competition from incumbents and new entrants, leading to some pricing pressure. It continues to be a leading platform, growing revenue to ~$100M by 2028, and achieves a $2.975B valuation, a solid return but with multiple compression from its current high.

Bear (30%)-80%

Incumbent AI labs (e.g., Google, OpenAI) successfully develop and push their own evaluation platforms, or the controversy around benchmark bias significantly erodes Arena's perceived neutrality and trust. Growth stalls, leading to a down round or acquisition at a significantly reduced valuation of ~$340M, wiping out most common stock value due to liquidation preferences.

Est. time to liquidity~4.0 years

Preference Stack Risk

moderate

Funding Intensity

15%

Investors hold $250M in liquidation preferences ahead of common shareholders, meaning in an exit below this amount, common stock holders would receive nothing. At the current $1.7B valuation, $1.45B would be available for common stock.

Dilution Risk

high

As a Series A company, Arena is likely to undergo several more funding rounds, which will lead to significant dilution for existing common stock or option holders.

Secondary Liquidity

limited

Given the company's early stage (Series A), secondary liquidity for employee equity is likely limited or non-existent at this time.

Questions to Ask at the Interview

Strategic questions based on LLMArena's data — designed to show you've done your homework.

  • 1

    “Given that major AI labs like Google and OpenAI are both customers and potential competitors, how does Arena plan to maintain its perceived neutrality and competitive edge against their internal evaluation efforts?”

  • 2

    “With a reported $30M ARR in just four months, what are the key strategies to sustain this hyper-growth, and how does the company plan to expand its commercial evaluation services beyond its current offerings?”

  • 3

    “As a Series A company, what is the anticipated timeline for future funding rounds and potential liquidity events, and how does the company plan to manage employee equity dilution?”

Community

Valuation Sentiment

Our model estimates +126% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.