Best AI browser agent

Combined ranking

1. 1
   BBrowser Use—13 pts

   GPT #1Claude #3Gemini #1

   Best overall developer agent, combining strong real-web task performance, open-source flexibility, managed cloud browsers, stealth, profiles, structured extraction, scheduling, and Python/TypeScript SDKs

   To stay #1 Make its experimental V3 agent consistently production-reliable

2. 2
   SSkyvern—8 pts

   GPT #2Claude —Gemini #2

   Excellent reliability on form-heavy, multi-site business workflows, with visual reasoning, no-code workflows, validation, persistent sessions, and strong enterprise deployment options

   To rank higher Reduce execution latency and cost on long workflows

3. 3
   OOpenAI Operator—5 pts

   GPT —Claude #1Gemini —

   Best end-to-end task completion on real consumer sites, tight ChatGPT integration, virtual-browser sandboxing, and the largest user base giving it the most refined handling of logins, payments, and multi-step flows

   To rank higher Open up developer API access and pricing so teams can embed it programmatically instead of being locked to the ChatGPT interface

4. 4
   CClaude for Chrome—4 pts

   GPT —Claude #2Gemini —

   Strongest reasoning on ambiguous multi-step tasks, best-in-class safety around prompt injection on hostile pages, and computer-use API that works across arbitrary UIs, not just curated sites

   To rank higher Close the raw speed gap — actions per minute lag behind rivals, making long workflows feel slow

5. 5
   BBrowserbase Stagehand—3 pts

   GPT #3Claude —Gemini —

   Best hybrid of AI adaptability and deterministic Playwright control, with mature browser infrastructure, structured extraction, model choice, session persistence, and excellent developer ergonomics

   To rank higher Improve fully autonomous multi-step task completion

6. 6
   IInduced AI—3 pts

   GPT —Claude —Gemini #3

   Cloud-native Chromium environment built to scale hundreds of concurrent, non-deterministic agent workflows using natural language prompts without local compute overhead

   To rank higher Lack of a self-hosted or open-source version for developers needing to run automation within private clouds

7. 7
   SStagehand—2 pts

   GPT —Claude #5Gemini #5

   Best developer ergonomics for production automation, blends deterministic Playwright code with AI fallback so scripts self-heal instead of breaking, backed by solid hosted browser infra

   To rank higher Reduce dependence on the Browserbase platform for the full experience so it feels less like vendor lock-in

8. 8
   CChatGPT agent—2 pts

   GPT #4Claude —Gemini —

   Best consumer-facing experience, pairing a visual browser with research, reasoning, terminal, files, and API tools in one polished product

   To rank higher Provide a full developer API with repeatable workflows and production-grade observability

9. 9
   Google Project Mariner—2 pts

   GPT —Claude #4Gemini —

   Native Chrome integration gives it unmatched page context, runs tasks in parallel in the cloud, and free distribution to Chrome's billions of users

   To rank higher Ship broader availability and consistency — access is still gated and task success varies widely outside Google-adjacent sites

10. 10
    MMultiOn—2 pts

    GPT —Claude —Gemini #4

    High transactional reliability for API-first agentic tasks like booking and purchasing with robust built-in anti-bot evasion and agent recovery layers

    To rank higher Limited step-by-step visibility and debugging telemetry when agents encounter failures on complex web journeys

11. 11
    MManus—1 pts

    GPT #5Claude —Gemini —

    Strong general-purpose autonomy, capable of planning and completing substantial browser-based research, data collection, and operational tasks with useful artifacts

    To rank higher Make runs more predictable, inspectable, and controllable for business-critical automation

By model

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously