{"slug":"skyvern","name":"Skyvern","domain":"skyvern.com","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank Skyvern #2 of 12 for ai browser agent (one of 4 leaderboards it appears on). Source: https://modelsagree.com/product/skyvern (modelsagree.com, CC BY 4.0).","best_rank":2,"categories":4,"brief":{"category":"best-ai-browser-agent","title":"Best AI browser agent","rank":2,"of":12,"top":"Browser Use","day":"2026-07-17","why":[{"t":"Resilient vision-first navigation","m":["ChatGPT","Grok","Gemini","Claude"],"q":"Vision-plus-LLM approach survives layout and selector churn"},{"t":"Form-heavy back-office workflows","m":["ChatGPT","Grok","Gemini","Claude"],"q":"form-heavy, multi-step back-office workflows"},{"t":"Works without brittle per-site scripts","m":["ChatGPT","Grok","Gemini","Claude"],"q":"without brittle scripts"},{"t":"Open-source and hosted options","m":["ChatGPT","Grok","Claude"],"q":"with both self-hosted and SOC 2 hosted options"}],"gap":[{"t":"Faster cheaper DOM-based extraction","m":["Claude"],"q":"DOM-based extraction keeps it faster and cheaper than vision-only loops"},{"t":"Flexible developer framework","m":["ChatGPT","Gemini","Grok"],"q":"The most flexible open-source autonomous browser-agent framework"},{"t":"Huge community and integration ecosystem","m":["Claude","Grok"],"q":"huge community and integration ecosystem"}],"fix":[{"t":"Reduce latency and task costs","m":["ChatGPT","Claude","Gemini","Grok"],"q":"The vision-heavy loop is slower and costlier per task than DOM-based rivals"},{"t":"Increase low-level control","m":["Grok"],"q":"less low-level control than pure frameworks"},{"t":"Simplify commercial deployment","m":["ChatGPT"],"q":"the AGPL license and cloud-only anti-bot features complicate some commercial deployments"}]},"entries":[{"slug":"best-ai-browser-agent","title":"Best AI browser agent","rank":2,"of":12,"score":13,"appearances":4,"modelRanks":{"ChatGPT":2,"Claude":4,"Gemini":3,"Grok":2},"reason":"Strongest turnkey choice for resilient, long-running workflows across unfamiliar or changing sites, with visual reasoning, authentication support, workflow observability, managed anti-bot capabilities, and an open-source core; near-tied with Stagehand and preferable when minimal per-site scripting matters most.","reasons":[{"model":"ChatGPT","reason":"Strongest turnkey choice for resilient, long-running workflows across unfamiliar or changing sites, with visual reasoning, authentication support, workflow observability, managed anti-bot capabilities, and an open-source core; near-tied with Stagehand and preferable when minimal per-site scripting matters most."},{"model":"Grok","reason":"Excels at form-heavy, no-code workflows with strong WebVoyager scores (85.85%) and computer vision/LLM approach for adapting to any site; open-source + cloud option ideal for business process automation like logins/forms/data extraction without brittle scripts."},{"model":"Gemini","reason":"An open-source, vision-first agent optimized for form-heavy, multi-step back-office workflows, utilizing visual screenshots to navigate legacy portals and dynamic layouts reliably where DOM parsing fails."},{"model":"Claude","reason":"Vision-plus-LLM approach survives layout and selector churn, making it the strongest open-source option for form-filling and RPA-style workflows (government portals, invoices, procurement) with both self-hosted and SOC 2 hosted options."}],"fixes":[{"model":"ChatGPT","fix":"Heavier and less predictable than code-led automation, while the AGPL license and cloud-only anti-bot features complicate some commercial deployments."},{"model":"Claude","fix":"The vision-heavy loop is slower and costlier per task than DOM-based rivals — overkill for simple scraping or stable internal sites."},{"model":"Gemini","fix":"Visual-reasoning models generate high token overhead and latency, making it too slow and expensive for real-time or low-cost automation."},{"model":"Grok","fix":"Higher latency/cost for complex reasoning loops and less low-level control than pure frameworks (not for highly customized dev-heavy coding)."}],"updated":"2026-07-15","rank_history":{"days":["2026-07-11","2026-07-12","2026-07-13","2026-07-14","2026-07-15"],"ranks":[2,8,2,3,3]},"reasoning_shift":[{"model":"Gemini","from":"2026-07-14","to":"2026-07-15","added":[{"t":"real-time automation","q":"making it too slow and expensive for real-time or low-cost automation"}],"dropped":[{"t":"multi-step login flows including 2FA","q":"handles multi-step login flows (including 2FA)"}]},{"model":"ChatGPT","from":"2026-07-14","to":"2026-07-15","added":[{"t":"workflow observability and anti-bot capabilities","q":"workflow observability, managed anti-bot capabilities"},{"t":"minimal per-site scripting","q":"near-tied with Stagehand and preferable when minimal per-site scripting matters most"},{"t":"commercial deployments","q":"the AGPL license and cloud-only anti-bot features complicate some commercial deployments"}],"dropped":[{"t":"downloads","q":"forms, portals, downloads, and authenticated back-office tasks"},{"t":"persistent sessions and an API","q":"reusable workflows, persistent sessions, an API"},{"t":"deeply customized agent architectures","q":"excessive for lightweight scripts or deeply customized agent architectures"}]},{"model":"Claude","from":"2026-07-14","to":"2026-07-15","added":[{"t":"SOC 2 hosted options","q":"with both self-hosted and SOC 2 hosted options"},{"t":"simple scraping or stable internal sites","q":"overkill for simple scraping or stable internal sites"}],"dropped":[{"t":"API-first","q":"API-first with self-hosting for compliance-sensitive teams"},{"t":"smaller community and integration surface","q":"Smaller community and integration surface than Browser Use"},{"t":"repeated structured jobs","q":"it shines at repeated structured jobs, not ad-hoc browsing"}]}],"api":"https://modelsagree.com/api/v1/best/best-ai-browser-agent.json"},{"slug":"best-computer-use-agent-platform","title":"Best computer-use agent platform","rank":4,"of":11,"score":7,"appearances":3,"modelRanks":{"ChatGPT":3,"Claude":5,"Gemini":3},"reason":"Excellent for resilient business-process automation, combining DOM inspection, vision, LLM reasoning, deterministic selectors, reusable workflows, credentials, a no-code editor, and a Playwright-compatible open-source SDK.","reasons":[{"model":"ChatGPT","reason":"Excellent for resilient business-process automation, combining DOM inspection, vision, LLM reasoning, deterministic selectors, reusable workflows, credentials, a no-code editor, and a Playwright-compatible open-source SDK."},{"model":"Gemini","reason":"Specializes in visual reasoning and computer vision to automate form-heavy, multi-step workflows on dynamic websites. It is optimized for legacy portals with messy DOM structures where standard selectors fail."},{"model":"Claude","reason":"Open-source plus hosted platform purpose-built for durable RPA-style workflows on arbitrary web UIs — vision+LLM element understanding survives layout changes that break selector-based automation, with workflow primitives (loops, 2FA, file handling) aimed at back-office processes"}],"fixes":[{"model":"ChatGPT","fix":"Best for structured web workflows; less suitable for general desktop control or highly interactive, latency-sensitive applications."},{"model":"Claude","fix":"Optimized for repeatable defined workflows, not open-ended autonomous browsing; smaller ecosystem and community than Browser Use or Browserbase."},{"model":"Gemini","fix":"Extremely slow execution times and high API costs per run due to heavy reliance on visual screenshot processing and multi-turn LLM reasoning."}],"updated":"2026-07-15","rank_history":{"days":["2026-06-25","2026-07-12","2026-07-13","2026-07-14","2026-07-15"],"ranks":[null,null,3,3,2]},"reasoning_shift":[{"model":"Gemini","from":"2026-07-14","to":"2026-07-15","added":[{"t":"Multi-turn LLM reasoning","q":"multi-turn LLM reasoning"}],"dropped":[{"t":"AGPL licensing prevents commercial embedding","q":"Its AGPL-3.0 copyleft licensing prevents embedding it into closed-source commercial software products"}]},{"model":"ChatGPT","from":"2026-07-14","to":"2026-07-15","added":[{"t":"Deterministic selectors","q":"deterministic selectors"},{"t":"No-code editor","q":"a no-code editor"},{"t":"Playwright-compatible open-source SDK","q":"a Playwright-compatible open-source SDK"}],"dropped":[{"t":"Human intervention","q":"human intervention"},{"t":"Detailed run artifacts","q":"detailed run artifacts"},{"t":"Self-hosting","q":"self-hosting"}]}],"api":"https://modelsagree.com/api/v1/best/best-computer-use-agent-platform.json"},{"slug":"best-computer-use-agent-platforms-for-enterprise-workflows","title":"Best computer-use agent platforms for enterprise workflows","rank":5,"of":12,"score":5,"appearances":1,"modelRanks":{"Gemini":1},"reason":"Combines visual LLMs with DOM-based tree analysis to automate complex, write-heavy enterprise web tasks (like portal logins and invoice entry) with high reliability. Its self-hostable open-source model satisfies enterprise data privacy while offering managed cloud features like credential vaults.","reasons":[{"model":"Gemini","reason":"Combines visual LLMs with DOM-based tree analysis to automate complex, write-heavy enterprise web tasks (like portal logins and invoice entry) with high reliability. Its self-hostable open-source model satisfies enterprise data privacy while offering managed cloud features like credential vaults."}],"fixes":[{"model":"Gemini","fix":"It is strictly browser-based and cannot automate native desktop OS applications, local file systems, or terminal interfaces."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-computer-use-agent-platforms-for-enterprise-workflows.json"},{"slug":"best-browser-automation-platform-for-ai-agents","title":"Best browser automation platform for AI agents","rank":9,"of":9,"score":1,"appearances":1,"modelRanks":{"Grok":5},"reason":"AI-powered (LLM + CV) automation for complex workflows/forms on any site, Playwright-compatible SDK, strong for no/low-code agentic tasks with self-healing.","reasons":[{"model":"Grok","reason":"AI-powered (LLM + CV) automation for complex workflows/forms on any site, Playwright-compatible SDK, strong for no/low-code agentic tasks with self-healing."}],"fixes":[{"model":"Grok","fix":"Heavier reliance on vision/models can introduce variability in speed/reliability for simple scripted needs."}],"updated":"2026-07-15","api":"https://modelsagree.com/api/v1/best/best-browser-automation-platform-for-ai-agents.json"}],"page":"https://modelsagree.com/product/skyvern","check":"https://modelsagree.com/check?q=Skyvern","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}