--- url: https://chaoslabs.xyz/analytics title: Analytics description: "Chaos Labs is a research and development company focused on building AI models for the financial industry." crawled_at: 2026-10-17T16:24:12Z lastmod: 2025-10-31T15:19:19Z ask: https://chaoslabs-xyz.ora.run/ask docs: https://chaoslabs-xyz.ora.run/docs lang: en --- [Chaos Labs Chaos Labs](https://chaoslabs.xyz/) [News Latest on Chaos Labs](https://chaoslabs.xyz/news) [AI Research Latest research in AI](https://chaoslabs.xyz/ai-research) [Financial Research Market insights and analysis](https://chaoslabs.xyz/research) [Brand Kit Company Assets](https://chaoslabs.xyz/brand-kit) [About Us Who We Are](https://chaoslabs.xyz/about) [News Latest on Chaos Labs](https://chaoslabs.xyz/news) [Careers Work with Us](https://chaoslabs.xyz/careers) # Risk Management Begins with Analytics Transform risk management with real-time intelligence across your entire protocol ecosystem. [Explore Feeds](https://community.chaoslabs.xyz/) ## Key Features ## Dynamic Risk Overview A complete picture of your protocol to understand where attention is needed most. ## Exposure Simulation Quantitative stress-testing and modeling to anticipate black swan events before they even happen. ## Parameter Optimization Visualization of various risk scenarios to enable data-driven decision making. ## Dynamic Risk Overview A complete picture of your protocol to understand where attention is needed most. Overview · Total Supply · $63.91B · $660.44M · Total Borrow · $26.02B · $218.44M · Total Value Locked · $37.89B · $441.99M · Utilization Ratio · 73% · 5% · Avg. Collateral Factor · 1.58× · Stable · Liquidations (7d) · $2.4M · 123 events · Total Supply Over Time · Oct 8, 2025 · Ethereum · $57,762,582,190 · Linea · $2,259,330,918 · Arbitrum · $2,228,416,275 · Base · $2,143,650,982 · Avalanche · $1,606,169,865 · BNB · $495,729,848 ## Exposure Simulation Quantitative stress-testing and modeling to anticipate black swan events before they even happen. Risk Explorer Scenario A You're simulating a 5% drop in WBTC to $115,381 Asset · WBTC · Price Change · 5% · Projected Price · $115,381 · Current Price · $121,454 · Apply · Cancel · Eligible for Liquidations · Health <1 · Value · $40.85M · Total: $128.28M · Wallets at Risk · 15 · Total: 66 · Bad Debt · $0.2705 · Total: $128.28M · Risk for Liquidations · Health 1-1.2 · Value · $26.67M · Total: $128.28M · Wallets at Risk · 191 · Total: 66 ## Parameter Optimization Visualization of various risk scenarios to enable data-driven decision making. Markets · Chain · Market · Collateral · Borrow Assets · Total Supply · Ethereum · Core · +35 · +35 · $51.7M · BNB · Core · +35 · +35 · $51.7M · Arbitrum · Core · +35 · +35 · $51.7M · Base · Core · +35 · +35 · $51.7M · BNB · Core · +35 · +35 · $51.7M · Arbitrum · Core · +35 · +35 · $51.7M · Ethereum · Core · +35 · +35 · $51.7M · BNB · Core · +35 · +35 · $51.7M · Ethereum · Core · +35 · +35 · $51.7M · Ethereum · Core · +35 · +35 · $51.7M · Alerts · Severity · Risk Type · Chain · Name · High · Whale Alert · Ethereum · Wallet Borrow Concentration Risk · High · Whale Alert · Ethereum · Wallet Borrow Concentration Risk · High · Whale Alert · Arbitrum · Wallet Borrow Concentration Risk · Low · Liquidity · Arbitrum · Wallet Borrow Concentration Risk · High · Whale Alert · BNB · Wallet Borrow Concentration Risk · High · Whale Alert · Arbitrum · Wallet Borrow Concentration Risk · Low · Liquidity · Ethereum · Wallet Borrow Concentration Risk · Whale Alert · Today at 10:21:18 · Severity · Low · Chains · Ethereum Account 0xed0c6...312 withdrew $139M and repaid $74.7M on Aave V3 Ethereum in the last hour See details ## Testimonials ## What the Industry’s Saying In an industry where milliseconds and basis points matter, reliable price feeds are not optional; they are foundational. Chaos Oracles deliver the speed and accuracy we need to ensure the best possible experience for EtherFi users. Jozef Vogel COO @ EtherFi DeFi is maturing at a very fast pace, and having a responsive and algorithmic system of risk oracles is an important differentiator. Chaos Risk Oracles add significant value in this direction. Ernesto Boado Co-founder @ BGD Labs Using Chaos Oracles’ prices have significantly improved UX by reducing latency and improving reliability by 70%. Siong CTO @ Jupiter In an industry where milliseconds and basis points matter, reliable price feeds are not optional; they are foundational. Chaos Oracles deliver the speed and accuracy we need to ensure the best possible experience for EtherFi users. Jozef Vogel COO @ EtherFi DeFi is maturing at a very fast pace, and having a responsive and algorithmic system of risk oracles is an important differentiator. Chaos Risk Oracles add significant value in this direction. Ernesto Boado Co-founder @ BGD Labs Using Chaos Oracles’ prices have significantly improved UX by reducing latency and improving reliability by 70%. Siong CTO @ Jupiter In an industry where milliseconds and basis points matter, reliable price feeds are not optional; they are foundational. Chaos Oracles deliver the speed and accuracy we need to ensure the best possible experience for EtherFi users. Jozef Vogel COO @ EtherFi DeFi is maturing at a very fast pace, and having a responsive and algorithmic system of risk oracles is an important differentiator. Chaos Risk Oracles add significant value in this direction. Ernesto Boado Co-founder @ BGD Labs Using Chaos Oracles’ prices have significantly improved UX by reducing latency and improving reliability by 70%. Siong CTO @ Jupiter ## News ## The Feed Research Aug 10, 2026 ### [We Backdoored an Open Model in One Day](https://chaoslabs.xyz/posts/we-backdoored-an-open-model-in-one-day) Research Aug 7, 2026 ### [When Cyber Agents Go Off-Script](https://chaoslabs.xyz/posts/when-cyber-agents-go-off-script) Why giving cyber agents internet access and relying on prompts for containment creates the conditions for misconduct (and another AI scare). Research Aug 5, 2026 ### [Capture the Flag: Misconfigured Evals, Real Targets](https://chaoslabs.xyz/posts/capture-the-flag-misconfigured-evals-real-targets) A look at the misconfigured evals that led Claude models to compromise real-world targets. Research Jul 31, 2026 ### [The Rise of Spot Markets for Inference](https://chaoslabs.xyz/posts/the-rise-of-spot-markets-for-inference) In Part 1, we examine where inference marketplaces stand today, the structural problems that keep them inefficient, the pressures on both supply and demand, and the shift toward outcome-based pricing. Later parts will cover verification, auction design, parallels to ad networks, and the broader economic consequences. Research Jul 24, 2026 ### [Open Model Offensive Cyber: Inside the Kimi K3 powered Redis Vulnerability](https://chaoslabs.xyz/posts/open-model-offensive-cyber-inside-the-kimi-k3-powered-redis-vulnerability) Redis, a widely used open-source database system, became the subject of another AI-led security test this week. Security researcher Chaofan Shou reported that Kimi K3, the latest general-purpose model from Chinese AI lab Moonshot AI, used 32 parallel agents to discover and weaponize multiple Redis vulnerabilities in less than 2 hours. Shou then published PoC exploits targeting Redis 6.2.22, 7.4.9, 8.6.4, and 8.8.0, its latest release. ## Risk Less. Know More. Get updates on our research, product, and launch. Chaos Labs Chaos Labs ## Resources - Research - News - Brand Kit Chaos Labs Chaos Labs ## Company - About Us - Careers - Terms of Use - Privacy Policy - Contact Us Chaos Labs Chaos Labs ## Follow us - - - Chaos LABS Ⓒ Copyright 2026 . All Rights Reserved [Site monitored by Product Registry](https://productregistry.org/)