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AIMODELRACE
15 agents · 14 capabilities · checked October 20, 2026

Agents with their own computer.

Some agents work in your editor or terminal. Others get a computer of their own in the cloud, with a browser that stays signed in, files that persist and work that carries on while you're away. This page ranks the second kind on what they can do, from a checklist where every answer links to the vendor's own documentation.

Top score

100

Grok Bot

Cited answers

176

of 210; the rest are Unknown

Weights

Equal

One point per capability, ½ for partial

Two kinds of agent

Its own computer, or yours?

Both kinds are excellent at different things. The difference is where the agent works and what it can reach.

Agents with their own computer

Grok Bot, Manus, Devin, ChatGPT dots and the rest of this ranking

  • Keeps working while you're away

    Long jobs, schedules and event triggers run on the agent's machine, with your laptop closed.

  • Stays signed in

    A persistent browser keeps its logins, so it can use the web apps you'd use yourself.

  • Carries a job end to end

    It can build, run, check in a browser and, with some products, publish, without handing the files back.

  • Remembers its setup

    Installed tools, files and memory persist, so the next task starts where the last one stopped.

Agents in your editor or terminal

Claude Code, Codex CLI, Cursor, Grok Build, Gemini CLI, Cline

  • Best-measured at code

    Terminal agents top Terminal-Bench, the public board for hard terminal tasks.

  • Your real environment

    It uses your repo, your toolchain and your credentials exactly as they are.

  • Tight review loop

    You watch each change land and can stop or redirect it at once.

  • Nothing leaves your machine

    Code and secrets stay local, apart from what is sent to the model.

When to pick which

  • The job runs for hours, on a schedule, or while you sleepOwn computer
  • It needs logged-in websites, web apps or a desktopOwn computer
  • You want it built, deployed and checked without doing the last steps yourselfOwn computer
  • Deep changes in a large codebase you're actively working onEditor or terminal
  • Code or credentials that must stay on your machineEditor or terminal
  • Short, interactive edits where you review every diffEditor or terminal

Many people use both: an editor or terminal agent to write the code, and an agent with its own computer to run, deploy and keep an eye on it.

Ranking

Who can do the most on their own

Scored on 14 capabilities, equally weighted. Switch to the editor and terminal agents to compare the other kind. Ties share a rank and are listed alphabetically.

  • YesYes · 1 point
  • PartialPartial · ½ point
  • NoNo · 0 points
  • UnknownUnknown · 0 points
  • UnverifiedUnverified · 0 points
#AgentScoreOwn computerPersistent filesSaved loginsDesktop/GUIShellDeploysSchedulesTriggersMemoryConnectorsUnattendedParallelApprovalsAppsPrice (not scored)
1
100
14/14 pts
YesYesYesYesYesYesYesYesYesYesYesYesYesYes$30/mo
2
93
13/14 pts
YesYesYesPartialYesYesYesYesPartialYesYesYesYesYesFree
3
89
12½/14 pts
YesYesYesYesYesYesYesPartialYesYesYesYesPartialPartialSee plans
=4
86
12/14 pts
YesYesYesPartialPartialUnknownYesYesYesYesYesYesYesYesSee plans
=4
86
12/14 pts
NoPartialYesYesYesYesYesYesYesYesYesYesYesPartial$20/mo
6
82
11½/14 pts
YesYesUnknownYesYesUnknownYesYesYesYesYesYesYesPartial$100/mo
=7
75
10½/14 pts
PartialPartialYesPartialPartialYesYesYesPartialYesYesUnknownYesYes$20/mo
=7
75
10½/14 pts
PartialYesYesPartialPartialUnknownYesYesYesYesYesUnknownYesYes$19.99/mo
=9
71
10/14 pts
PartialPartialUnknownPartialUnknownYesYesYesYesYesYesYesPartialYes$200/mo
=9
71
10/14 pts
PartialYesUnknownUnknownYesYesYesUnknownYesYesYesYesPartialYes$20/mo
11
68
9½/14 pts
NoPartialPartialPartialYesUnknownYesUnknownYesYesYesYesYesYes$20/mo
12
64
9/14 pts
NoPartialUnknownYesYesUnknownYesYesPartialYesYesYesUnknownYes$30/mo
13
61
8½/14 pts
NoPartialUnknownUnknownYesUnknownYesYesYesYesYesYesYesUnknownFree
=14
36
5/14 pts
NoPartialUnknownUnknownYesUnknownUnknownPartialUnknownPartialYesUnknownPartialYesFree
=14
36
5/14 pts
NoUnknownUnknownUnknownYesUnknownYesYesUnknownYesYesUnknownUnknownUnknownSee plans

Open a row for each answer, its note and the vendor page it comes from. Every icon links to its source. Scroll the table sideways on small screens.

Benchmarks

What the public boards say

Real leaderboard results only. Nothing here is estimated.

BenchmarkMeasuresRanked products listed
OSWorld-VerifiedReal desktop tasks on Ubuntu, Windows and macOSNot listed
GAIAGeneral assistant tasks needing browsing and toolsNot listed
BrowseCompHard-to-find facts on the webNot listed
WebArenaTasks on realistic self-hosted websitesNot listed
Terminal-Bench 4.0Hard tasks in a real terminalCodex Cloud: #3, 58.18% (as the Codex CLI harness)
τ-benchTool use with simulated customers and policiesNot listed

As of October 20, 2026, none of the ranked products appears as a product on OSWorld-Verified, GAIA, BrowseComp, WebArena or τ-bench; those boards rank models and research agents, not finished products. Terminal-Bench lists agent harnesses, so it covers the editor and terminal agents (switch the table above to see them). That's why this ranking is built on documented capabilities instead.

Rubric

The checklist

Each capability is worth one point, a partial answer half a point. No, Unknown and Unverified score zero. The score is the share of the maximum, from 0 to 100. Price is shown but not scored.

  1. 01

    Own persistent computer

    Does the agent get its own cloud computer or VM that stays around between tasks?

    Partial: A cloud environment that keeps some state, or one created fresh per task from a saved setup.

  2. 02

    Files persist across sessions

    Do files the agent creates stay available for later tasks?

    Partial: Only a saved setup or project files persist, not the agent's working files.

  3. 03

    Browser with saved logins

    Can it use a real browser and stay signed in to sites between tasks?

    Partial: It drives a browser on your own computer, or logins don't persist.

  4. 04

    Full desktop and GUI apps

    Can it operate a full graphical desktop and apps, not just a browser?

    Partial: Only on your own computer, or only a browser view.

  5. 05

    Shell and installs tools

    Can it run terminal commands and install software?

    Partial: Runs code, but a shell or installs aren't documented.

  6. 06

    Deploys to hosting

    Can it publish or deploy what it builds to a live URL?

    Partial: Only a preview or a third-party handoff.

  7. 07

    Scheduled and recurring tasks

    Can you set work to run on a schedule?

    Partial: Limited cadence or only in some surfaces.

  8. 08

    Event triggers

    Can an outside event (email, Slack, GitHub, webhook) start work?

    Partial: Polling check-ins or a narrow set of events.

  9. 09

    Long-term memory

    Does it remember preferences and context across sessions?

    Partial: Scoped to a project, or only through files you maintain.

  10. 10

    Connectors and integrations

    Can it connect to your apps (MCP, plugins or built-in connectors)?

    Partial: A few fixed integrations only.

  11. 11

    Works while you're away

    Does work continue with your laptop closed?

    Partial: Only some task types continue.

  12. 12

    Parallel agents

    Can it run several tasks or sub-agents at the same time?

    Partial: Limited parallelism.

  13. 13

    Approvals and safety controls

    Are there documented approval steps or permission rules for risky actions?

    Partial: Some controls, but no per-action approvals documented.

  14. 14

    Desktop and mobile apps

    Can you reach it from native desktop and mobile apps?

    Partial: Only one of the two (or web only on one side).

  • Yes Yes: 1 point
  • Partial Partial: ½ point
  • No No: 0 points
  • Unknown Unknown: the vendor's public pages don't say
  • Unverified Unverified: Grok Bot only: not shown publicly by xAI
Not ranked

Left out, and why

  • ChatGPT agent (agent mode)

    Retired. OpenAI says to use ChatGPT Work instead, which is ranked.

  • Project Mariner

    Shut down on May 4, 2026. Google points users to Gemini Spark, which is ranked.

  • Claude in Chrome

    A browser extension that works in your own Chrome. Its abilities are counted in the Claude (Cowork) row.

  • Perplexity Comet

    A browser on your computer. Perplexity's cloud agent is Computer, which is ranked.

  • Genspark Super Agent

    Session-based sandbox without schedules. Genspark's persistent product is Claw, which is ranked.