Surf Completes $15M Funding Round to Expand First AI Model Built Specifically for Digital Assets
· This funding round was led by Pantera Capital, with participation from Coinbase Ventures and Digital Currency Group (DCG)
· Surf has raised $15 million in funding to develop Surf 2.0, to meet the high demand from traders, researchers, and investors for crypto research insights, and will launch an enterprise version of Surf called Surf Enterprise that complies with SOC 2 regulations and data privacy requirements
· Surf 1.0 has topped the CAIA benchmark test, outperforming GPT and Grok, leading by up to 4x
Surf, a specialized AI platform designed for the cryptocurrency space, has announced a $15 million funding round led by Pantera Capital, with participation from Coinbase Ventures and Digital Currency Group. This funding will be used to develop a more advanced version of the vertical-specific AI, Surf 2.0, and expand Surf's enterprise product line.
Surf combines proprietary models built for digital asset analysis with industry-leading data sources, providing accuracy that generic models cannot achieve.
Its initial model, Surf 1.0, has demonstrated this advantage, outperforming Grok and GPT by up to 4x in the CAIA benchmark test (which evaluates whether an AI model can perform the work of a human junior analyst).
This result highlights the limitations of general large models and explains why investors are gradually turning to specialized systems to obtain stable and reliable analytical capabilities.
With the accelerated interest in digital assets, both institutional teams and individual investors are looking for intelligence tools that can provide more reliable interpretations of market data without being affected by the errors of generic large models.
Surf's platform utilizes a multi-agent architecture, combining social sentiment analysis, on-chain behavior, tokenomics, and market dynamics, and conducts inference through advanced logic. All insights are delivered through a simple chat interface, eliminating the need for cumbersome and error-prone manual searches.
Since its launch in July this year, Surf has achieved strong early adoption and continuous growth:
· Achieved annual recurring revenue in the millions of dollars
· Generated over 1 million research reports
· Month-over-Month Growth of 50%
· Over 80% of Top Exchanges and Research Institutions Use Surf
This funding round will accelerate Surf 2.0 and the development of enterprise-grade product lines. Surf 2.0 will introduce more advanced models, richer proprietary datasets, and a new type of intelligent agent capable of executing multi-step workflows typically performed by senior analysts. The enterprise version of the product will provide enhanced security controls, dedicated infrastructure, and SOC 2 compliance capabilities to meet the compliance and security needs of institutional clients.
Teams from multiple top institutions have already adopted Surf as a daily tool. A researcher from a global venture capital fund stated, "Surf is an outstanding product. I use it every day, and the time I spend on Surf has increasingly exceeded Perplexity."
Surf Co-Founder and CEO Ryan Li said, "When making investment decisions, people want reliable information. General-purpose AI tools are not designed for this scenario. We built Surf to give users a tool they can truly rely on, especially in such a rapidly changing market like crypto."
Pantera Capital Partner Nihal Maunder added, "Digital asset research has always required a high level of contextual understanding and attention to detail, which is precisely what general large models struggle to handle well. Surf is one of the first teams to take this issue seriously, and their current market progress proves that the market has long needed such a tool."
About Surf
Surf is an AI intelligence platform for digital assets that provides accurate, trustworthy insights through a simple and user-friendly chat interface. Leveraging proprietary data and vertical-specific models, Surf helps institutions and individual investors analyze projects, understand the market environment, and make more informed investment decisions.
You may also like

Mining Companies' Great Migration: Some Have Already Secured $12.8 Billion in AI Orders

What Is Vibe Coding? How AI Is Changing Web3 & Crypto Development
What is vibe coding? Learn how AI coding tools are lowering the barrier to Web3 development and enabling anyone to build crypto applications.

The parent company of the New York Stock Exchange strategically invests in OKX: The intentions behind the $25 billion valuation

WEEX P2P update: Country/region restrictions for ad posting
To improve ad security and matching accuracy, WEEX P2P now allows advertisers to restrict who can trade with their ads based on country or region. Advertisers can select preferred counterparty locations for a safer, smoother trading experience.
I. Overview
When publishing P2P ads, advertisers can now set the following:
Allow only counterparties from selected countries or regions to trade with your ads.
With this feature, you can:
Target specific user groups more precisely.Reduce cross-region trading risks.Improve order matching quality.
II. Applicable scenarios
The following are some common scenarios:
Restrict payment methods: Limit orders to users in your country using supported local banks or wallets.Risk control: Avoid trading with users from high-risk regions.Operational strategy: Tailor ads to specific markets.
III. How to get started
On the ad posting page, find "Trading requirements":
Select "Trade with users from selected countries or regions only".Then select the countries or regions to add to the allowlist.Use the search box to quickly find a country or region.Once your settings are complete, submit the ad to apply the restrictions.
When an advertiser enables the "Country/Region Restriction" feature, users who do not meet the criteria will be blocked when placing an order and will see the following prompt:
If you encounter this issue when placing an order as a regular user, try the following solutions.
Choose another ad: Select ads that do not restrict your country/region, or ads that allow users from your location.Show local ads only: Prioritize ads available in the same country as your identity verification.
IV. Benefits
Compared with ads without country/region restrictions, this feature provides the following improvements.
Aspect
Improvement
Trading security
Reduces abnormal orders and fraud risk
Conversion efficiency
Matches ads with more relevant users
Order completion rate
Reduces failures caused by incompatible payment methods
V. FAQ
Q1: Why are some users not able to place orders on my ad?
A1: Their country or region may not be included in your allowlist.
Q2: Can I select multiple countries or regions when setting the restriction?
A2: Yes, multiple selections are supported.
Q3: Can I edit my published ads?
A3: Yes. You can edit your ad in the "My Ads" list. Changes will take effect immediately after saving.

What are the key highlights of this year's Ethereum's most important upgrade, the Glamsterdam upgrade?

March 6 Key Market Update You Can't Miss! | Alpha Morning Report

Sell Nvidia, Buy Power Plant: 27-Year-Old AI Investor Earns $5 Billion in One Year

The $24 Million Heist Behind It: The Most Dangerous Vulnerability in the Crypto World is Actually Human

Justin Sun Lawsuit Dismissed, BlackRock Bullish on Tokenization, What Is the English-Speaking Community Paying Attention To?

Morning News | NYSE parent company invests in OKX; Morgan Stanley provides $500 million loan to Core Scientific; Western Union partners with Crossmint to launch stablecoin USDPT

These former crypto builders have transitioned to the hottest AI projects globally

Ethereum Overhaul 2026 Blueprint, this time to abandon "gradualism"
What Is OpenClaw? How AI Agents Could Change Crypto Exchange Trading
OpenClaw is a rapidly growing open-source AI agent that can autonomously execute tasks and interact with software, including connecting to crypto exchanges through APIs to analyze markets and automate trading strategies. While this creates new opportunities for smarter trading, it also introduces security and operational risks. Through this article, WEEX aims to help users better understand the potential and risks of AI trading agents so they can explore new technologies while trading more safely and responsibly.

Ethereum 2029 Strawmap Guide: Ultra-Fast Consensus, Native Privacy, and the "Acceleration Variables" Brought by AI

Altcoin ETF Surge: SOL and XRP Inflows Total $23 Million as Institutions Diversify
Key Takeaways Institutional interest in altcoin ETFs is expanding, with SOL and XRP showing significant inflows on March…

Vitalik Drops Ethereum Endgame Bombshell: ETH USD to $3,000?
Key Takeaways Vitalik Buterin introduces the “Sanctuary Tech” manifesto to address Ethereum’s non-financial limitations. A current lack of…

Exclusive: Yuliya Barabash Predicts the Most Regulated Could Be the Biggest Crypto Winners
Key Takeaways The aftermath of FTX and Celsius collapses has ushered a new regulatory era, reshaping the crypto…

iPhone Crypto Wallets Under Threat from State-Grade Malware
Key Takeaways: The Coruna exploit kit exploits 23 iOS vulnerabilities, threatening iPhone users’ crypto wallets. Initially state-level surveillance,…
Mining Companies' Great Migration: Some Have Already Secured $12.8 Billion in AI Orders
What Is Vibe Coding? How AI Is Changing Web3 & Crypto Development
What is vibe coding? Learn how AI coding tools are lowering the barrier to Web3 development and enabling anyone to build crypto applications.
The parent company of the New York Stock Exchange strategically invests in OKX: The intentions behind the $25 billion valuation
WEEX P2P update: Country/region restrictions for ad posting
To improve ad security and matching accuracy, WEEX P2P now allows advertisers to restrict who can trade with their ads based on country or region. Advertisers can select preferred counterparty locations for a safer, smoother trading experience.
I. Overview
When publishing P2P ads, advertisers can now set the following:
Allow only counterparties from selected countries or regions to trade with your ads.
With this feature, you can:
Target specific user groups more precisely.Reduce cross-region trading risks.Improve order matching quality.
II. Applicable scenarios
The following are some common scenarios:
Restrict payment methods: Limit orders to users in your country using supported local banks or wallets.Risk control: Avoid trading with users from high-risk regions.Operational strategy: Tailor ads to specific markets.
III. How to get started
On the ad posting page, find "Trading requirements":
Select "Trade with users from selected countries or regions only".Then select the countries or regions to add to the allowlist.Use the search box to quickly find a country or region.Once your settings are complete, submit the ad to apply the restrictions.
When an advertiser enables the "Country/Region Restriction" feature, users who do not meet the criteria will be blocked when placing an order and will see the following prompt:
If you encounter this issue when placing an order as a regular user, try the following solutions.
Choose another ad: Select ads that do not restrict your country/region, or ads that allow users from your location.Show local ads only: Prioritize ads available in the same country as your identity verification.
IV. Benefits
Compared with ads without country/region restrictions, this feature provides the following improvements.
Aspect
Improvement
Trading security
Reduces abnormal orders and fraud risk
Conversion efficiency
Matches ads with more relevant users
Order completion rate
Reduces failures caused by incompatible payment methods
V. FAQ
Q1: Why are some users not able to place orders on my ad?
A1: Their country or region may not be included in your allowlist.
Q2: Can I select multiple countries or regions when setting the restriction?
A2: Yes, multiple selections are supported.
Q3: Can I edit my published ads?
A3: Yes. You can edit your ad in the "My Ads" list. Changes will take effect immediately after saving.