All tasks / Agents & work

Browser & computer agents

Models ranked on real desktop and web tasks, AI browsers and agent apps that act on your behalf, and open agent frameworks for building your own.

Models are ranked by OSWorld 2.0 (end-to-end models), then OSWorld-Verified (models) for models without a result on the first. Tools with their own result on OSWorld-Verified (agentic frameworks), OSWorld 2.0 (agent systems) or Online-Mind2Web (auto-eval, WebJudge o4-mini) are ranked by it (each board ranks one kind of product); other tools inherit the tier of the best model they offer. How we rank.

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Models

The engines themselves. Use them through an API or inside the apps on the right.

Agent apps & AI browsers

Browsers and apps with an agent that clicks, types and navigates for you.

Agent frameworks

Open frameworks and SDKs for building browser and desktop agents.

Quality vs. price

OSWorld 2.0 (end-to-end models) score against API price (USD per 1M tokens, blended 3:1 input:output, log scale). Up and to the left is better; the line joins the models that nothing else beats on both.

  • Closed models
  • Open-weights models
  • Best-value frontier
-10%0%10%20%30%40%50%$0.5$1$2USD per 1M tokens, blended 3:1 input:output (log scale)OSWorld 2.0Muse Spark 1.3MiniMax-M3
Show as table
ModelWeightsOSWorld 2.0 (end-to-end models)PriceFrontier
Muse Spark 1.3Closed39.3%$2/M tokensYes
MiniMax-M3Open4.6%$0.52/M tokensYes
Qwen3.7-PlusClosed2.8%$0.56/M tokens

Quality vs. setup

The same tools as the map, placed by how good the results can be (up) and how much setup they take (right). Top-left is the easiest way to top quality; further right buys control, privacy or price at the cost of setup. Models are left out: you reach them through these tools.

  • Cloud
  • Local: runs on your hardware
  • Hollow: tier inherited from the best model the tool offers
SABCReady to useSign in or install and goSome setupInstalls, keys or configurationBuild it yourselfCommand line, nodes, self-hostingMore setup, more control →↑ Higher quality (vertical position inside a tier follows the score)Sai (Simular) (Agent apps & AI browsers) Tier S · 41.7% on OSWorld 2.0 (agent systems) $50/mo · beginnerSai (Simular)UiPath (Agent frameworks) Tier C · 67.1% on OSWorld-Verified (agentic frameworks) Free tier · $25/mo · intermediateUiPath

Not placed (no public result yet): OpenClaw, Hermes Agent, Browser Use, UI-TARS Desktop, Cua, Stagehand, Skyvern, Midscene.js, Nanobrowser, Agent S, MagenticLite (formerly Magentic-UI), UFO³, Amazon Nova Act, ChatGPT, ChatGPT Atlas, Claude, Comet, Dia, Fellou, Gemini, Genspark, Manus, Microsoft Copilot, Microsoft Copilot Studio, Opera Neon, Perplexity, Yutori

Everything, in order

All browser & computer agents options in quality order
TierNameApproachRunsRated byPriceSkill
S Sai (Simular)
Simular
Agent apps & AI browsersCloud41.7% on OSWorld 2.0 (agent systems)$50/mobeginner
A Muse Spark 1.3
Meta
ModelsCloud39.3% on OSWorld 2.0 (end-to-end models)$2/M tokens—
C UiPath
UiPath
Agent frameworksCloud67.1% on OSWorld-Verified (agentic frameworks)Free tier · $25/mointermediate
C MiniMax-M3
MiniMax
ModelsLocal4.6% on OSWorld 2.0 (end-to-end models)~245 GB VRAM—
C Qwen3.7-Plus
Alibaba (Qwen)
ModelsCloud2.8% on OSWorld 2.0 (end-to-end models)$0.56/M tokens—
– OpenClaw
OpenClaw Foundation
Agent frameworksLocalNo public result yetFreeintermediate
– Hermes Agent
Nous Research
Agent frameworksLocalNo public result yetFreeintermediate
– Browser Use
Browser Use
Agent frameworksLocalNo public result yetFreeadvanced
– UI-TARS Desktop
ByteDance
Agent frameworksLocalNo public result yetFreeintermediate
– Cua
Cua (trycua)
Agent frameworksLocalNo public result yetFree tier · $18/moadvanced
– Stagehand
Browserbase
Agent frameworksCloudNo public result yetFreeadvanced
– Skyvern
Skyvern
Agent frameworksLocalNo public result yetFreeintermediate
– Midscene.js
web-infra-dev
Agent frameworksLocalNo public result yetFreeadvanced
– Nanobrowser
Nanobrowser
Agent apps & AI browsersLocalNo public result yetFreeintermediate
– Agent S
Simular
Agent frameworksLocalNo public result yet
Cloud models: tier B
Freeadvanced
– MagenticLite (formerly Magentic-UI)
Microsoft Research AI Frontiers
Agent apps & AI browsersLocalNo public result yetFreeadvanced
– UFO³
Microsoft
Agent frameworksLocalNo public result yetFreeadvanced
– Amazon Nova Act
Amazon Web Services
Agent frameworksCloudNo public result yet—advanced
– ChatGPT
OpenAI
Agent apps & AI browsersCloudNo public result yetFree tier · $20/mobeginner
– ChatGPT Atlas
OpenAI
Agent apps & AI browsersCloudNo public result yetFree tier · $20/mobeginner
– Claude
Anthropic
Agent apps & AI browsersCloudNo public result yetFree tier · $20/mobeginner
– Claude Fable 5.1
Anthropic
ModelsCloudNo public result yet$20/M tokens—
– Claude Haiku 5.5
Anthropic
ModelsCloudNo public result yet$0.2/M tokens—
– Claude Opus 5.5
Anthropic
ModelsCloudNo public result yet$8/M tokens—
– Claude Sonnet 5.5
Anthropic
ModelsCloudNo public result yet$4/M tokens—
– Comet
Perplexity AI
Agent apps & AI browsersCloudNo public result yetFree tierbeginner
– Dia
The Browser Company
Agent apps & AI browsersCloudNo public result yet—beginner
– EvoCUA-32B-20260105
Meituan (LongCat Team)
ModelsLocalNo public result yet~21 GB VRAM—
– Fara1.5 (27B)
Microsoft
ModelsLocalNo public result yet~17 GB VRAM—
– Fellou
Fellou
Agent apps & AI browsersCloudNo public result yetFree tier · $19/mobeginner
– Gemini
Google
Agent apps & AI browsersCloudNo public result yetFree tier · $4.99/mobeginner
– Gemini 3.8 Flash
Google
ModelsCloudNo public result yet$1.5/M tokens—
– Gemini 4 Argon
Google
ModelsCloudNo public result yet$4/M tokens—
– Genspark
Genspark
Agent apps & AI browsersCloudNo public result yetFree tierbeginner
– GPT-6 Astra
OpenAI
ModelsCloudNo public result yet$20/M tokens—
– GPT-6.1 Sol
OpenAI
ModelsCloudNo public result yet$4/M tokens—
– GUI-Owl-1.5 (32B)
Alibaba (Tongyi Lab, mPLUG)
ModelsLocalNo public result yet~21 GB VRAM—
– Holo4 (35B-A3B)
H Company
ModelsLocalNo public result yet~22 GB VRAM—
– Manus
Manus
Agent apps & AI browsersCloudNo public result yet—beginner
– Microsoft Copilot
Microsoft
Agent apps & AI browsersCloudNo public result yetFree tier · $9.99/mobeginner
– Microsoft Copilot Studio
Microsoft
Agent frameworksCloudNo public result yet—intermediate
– MolmoWeb-8B
Allen Institute for AI (Ai2)
ModelsLocalNo public result yet~7 GB VRAM—
– n1.5
Yutori
ModelsCloudNo public result yet$2.38/M tokens—
– OpenCUA-72B
XLANG Lab (The University of Hong Kong) & Moonshot AI
ModelsLocalNo public result yet~43 GB VRAM—
– Opera Neon
Opera
Agent apps & AI browsersCloudNo public result yet$20/mobeginner
– Perplexity
Perplexity AI
Agent apps & AI browsersCloudNo public result yetFree tier · $20/mobeginner
– UI-TARS-1.5-7B
ByteDance Seed
ModelsLocalNo public result yet~6 GB VRAM—
– Yutori
Yutori
Agent frameworks + Agent apps & AI browsersCloudNo public result yet—intermediate

Benchmarks used