Anthias Labs
Anthias Labs is a boutique on-chain advisory firm providing DeFi risk management, system design, and monitoring services to a select handful of tier-1 protocols and blockchain foundations, supplemented by open-source tooling and published research.
- Company typePrivate
- Founded-
- Headquarters—
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Anthias Labs does
Anthias Labs is a boutique on-chain advisory firm focused on DeFi risk management and system design. The firm serves a select handful of clients at a time, providing advisory services on mission-critical problems including asset depeggings, liquidation cascades, flash crashes, and protocol risk parameterization. Named clients include tier-1 DeFi protocols and foundations: Aave, Compound, Euler, Arbitrum, Optimism, the Solana Foundation, and the Uniswap Foundation.
The firm's core technology comprises proprietary monitoring systems that track protocol health via individual position health scores, position correlation matrices, protocol bad debt, collateral at liquidation risk, and asset swap-capacity under liquidation scenarios. A notable methodology is the Anthias Liquip Score, which estimates liquidation probability for borrowing protocol users and introduces the "Days Until Liquidation" concept. Anthias Labs also develops and maintains three open-source tools: Arbiter (a Rust-based Ethereum Virtual Machine framework for stateful smart-contract simulation), Arena (an event-driven liquidity provider simulation runtime), and Flare (a Command Line Interface for Solana developers, built with Solana Foundation support). The firm publishes public research on AMM volatility exposure, liquidation probability measurement, and corruption-resistant operator networks.
Anthias Labs operates a professional services revenue model through direct, consultative advisory engagements. Pricing is not publicly disclosed and is presumed to be negotiated on a quote basis per engagement. Go-to-market is sales-led and boutique, relying on thought leadership through research publications, open-source developer relations on GitHub, and ecosystem credibility from named client logos to attract inbound demand from DeFi protocols and blockchain foundations. The company is privately held with no disclosed funding, headcount, or revenue figures.
Anthias Labs firmographics
Firmographics- Name
- Anthias Labs
- Website
- https://anthias.xyz
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Anthias Labs is a boutique on-chain advisory firm providing DeFi risk management, system design, and monitoring services to a select handful of tier-1 protocols and blockchain foundations, supplemented by open-source tooling and published research.
- Ownership category
- akta.pro rank
Anthias Labs industry classification
Industry- Product category
- DeFi Risk Management Advisory
- NAICS
- Other Scientific and Technical Consulting Services (541690)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- DeFi Insurance & Protection Markets (covers, mutuals, slashing/peg protection) (FSAPAEAK)
Keywords
Anthias Labs business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations
Revenue model
- Advisory Services: Boutique on-chain advisory services focused on DeFi risk management and system design for protocols. The firm provides risk infrastructure and advisory services to a select group of clients.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels3 records
Anthias Labs product offering
Product offeringCore offering
Anthias Labs is a boutique on-chain advisory firm that delivers DeFi risk management and system design services to a select handful of protocol clients at a time. Its offering combines bespoke advisory engagements, proprietary protocol health monitoring systems (position health scores, correlation matrices, bad debt, liquidation capacity), and DeFi-focused public research, supported by open-source tooling (Arbiter, Arena, Flare) used by DeFi protocols and blockchain foundations.
Product overview
Anthias Labs is a boutique on-chain advisory firm focused on DeFi risk management and system design. The company offers a portfolio of services including Advisory (risk infrastructure and strategic guidance), Monitoring (protocol health monitoring systems), and Research (DeFi-focused research on system design and risk). Additionally, Anthias Labs develops open-source tools: Arbiter (Rust EVM simulation framework for Ethereum smart contracts), Arena (event-driven LP simulation runtime), and Flare (Solana CLI tool).
Differentiator
Problem solved
Functional benefit
Products and services
- Anthias Labs Advisory
Quantifiable outcome
- Days Until Liquidation estimation for individual positions
- +1 more outcomes
Companies that use Anthias Labs
Customer profileNamed customers7 records
Segments1 record
Ideal customer profiles1 record
Anthias Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature5 records
Anthias Labs partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered notable and minor.
- Solana FoundationnotableThe Solana Foundation provided support for the development of Flare, Anthias Labs' Command Line Interface for Solana developers. This represents a co-development relationship where Anthias Labs built tooling with explicit foundation support.
- ArbitrumminorAnthias Labs has supported the Arbitrum ecosystem with technical research and advisory services.
- CompoundminorAnthias Labs has provided advisory services to the Compound protocol, supporting their risk management and system design needs.
- EulerminorAnthias Labs has supported the Euler protocol with risk management advisory and technical research.
- Uniswap FoundationminorAnthias Labs has supported the Uniswap Foundation ecosystem with technical research, open-source development, and advisory services.
- OptimismminorAnthias Labs has supported the Optimism ecosystem with technical research and advisory services.
- AaveminorAnthias Labs has supported the Aave protocol with risk management advisory and system design expertise.
Scale indicators1 record
Recent moves6 records
Expansion highlights5 records
Anthias Labs competitors and assessment
Company assessmentBroad incumbents
- OpenZeppelin: OpenZeppelin is a broad incumbent in smart-contract security offering audits, security libraries, and a Defender monitoring/automation platform. It overlaps Anthias Labs in DeFi protocol security and on-chain monitoring, though its scope is wider and not specialized in DeFi risk parameterization.
- Sigma Prime: Sigma Prime is a blockchain security and infrastructure firm best known for Ethereum client development (Lighthouse) and smart-contract audits. Comparable to Anthias Labs as a technically rigorous Web3 firm combining research, tooling, and protocol-level advisory.
- Quantstamp: Quantstamp is an established smart-contract security and monitoring firm offering audits and an on-chain security platform. Comparable to Anthias Labs on the DeFi protocol monitoring/assurance axis, though more focused on traditional audit and continuous monitoring.
- Trail of Bits: Trail of Bits is a long-standing blockchain and smart-contract security firm offering audits, formal verification, and applied research. Comparable to Anthias Labs in serving DeFi protocols with deep technical expertise, but anchored in security audits rather than risk monitoring/advisory.
Emerging players
- Zellic: Zellic is a smart-contract auditing and web3 security research firm founded by Trail of Bits and OpenZeppelin alumni. Comparable to Anthias Labs as a research-heavy, methodology-driven DeFi security firm with significant open-source publishing activity.
- Spearbit: Spearbit is a collective of independent smart-contract security auditors providing audits and security reviews across DeFi. Overlaps Anthias Labs in serving high-quality DeFi protocols and building reputational trust through public research and tooling.
Direct peers
- Chaos Labs: Chaos Labs provides DeFi protocol risk simulation, monitoring, and parameter optimization tooling. It is the closest direct peer to Anthias Labs given overlapping focus on liquidation risk analytics, protocol health monitoring, and serving blue-chip DeFi protocols like Aave, Compound, and Binance.
- Risk Labs (formerly Risk Harbor): Risk Labs operates decentralized risk coverage and protection markets for DeFi (e.g., depeg protection), one of the few firms explicitly building DeFi protection/insurance infrastructure. Directly comparable to Anthias Labs in addressing liquidation, depegging, and protocol-failure protection.
- Runtime Verification: Runtime Verification performs smart-contract audits and formal verification using interactive theorem provers. It is a direct peer of Anthias Labs in providing deep technical assurance to DeFi protocols, with overlap in research-driven, tooling-heavy methodology.
- Gauntlet: Gauntlet built and operated a DeFi risk analytics and parameter optimization platform serving protocols such as Aave, Compound, and Uniswap with economic risk modeling and monitoring. It pioneered the same boutique-DeFi-risk-advisory category that Anthias Labs occupies, making it the archetypal direct peer.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Anthias Labs social profiles
Digital presenceAnthias Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Anthias Labs leadership team
Management profileNumber of profiles
Anthias Labs funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Anthias Labs M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Anthias Labs
What does Anthias Labs do?
Anthias Labs is a boutique on-chain advisory firm that delivers DeFi risk management and system design services to a select handful of protocol clients at a time. Its offering combines bespoke advisory engagements, proprietary protocol health monitoring systems (position health scores, correlation matrices, bad debt, liquidation capacity), and DeFi-focused public research, supported by open-source tooling (Arbiter, Arena, Flare) used by DeFi protocols and blockchain foundations.
Is Anthias Labs a public or private company?
Anthias Labs is a private company. It is classified as unknown and is currently operating.
When was Anthias Labs founded?
Anthias Labs was founded in -1. It employs 1 to 10 people.
How does Anthias Labs make money?
One revenue line is on record: advisory Services.
Who are Anthias Labs's main competitors?
Broad incumbents on record are OpenZeppelin, Sigma Prime, Quantstamp and Trail of Bits. Emerging players are Zellic and Spearbit. Direct peers are Chaos Labs, Risk Labs (formerly Risk Harbor), Runtime Verification and Gauntlet.
Does Anthias Labs have an API?
No public API is recorded for Anthias Labs.
What industry is Anthias Labs in?
Anthias Labs's product category is DeFi Risk Management Advisory. Its primary akta.pro industry code is FSAPAEAK, DeFi Insurance & Protection Markets (covers, mutuals, slashing/peg protection). Its NAICS code is 541690 and its SIC code is 7370.