Perplexity Computer vs other AI agents: which is better in 2026?

Perplexity Computer is the strongest pick of the big AI agents if your work is research that ends in a cited table, memo or dashboard. For everyday office tasks on a $20 plan, I think ChatGPT Work or Claude Cowork is the safer buy, and Manus still makes the most sense for people who mainly want websites, slides and videos built for them. That's the short answer to "Perplexity Computer vs other AI agents", based on official product pages, published hands-on tests and user feedback, checked in late October 2026.

Nobody at The AI Future ran these agents for this piece. Where you see test results below, they come from named reviewers, and they're linked.

One correction first, because a lot of older comparisons still get it wrong. ChatGPT agent, the mode OpenAI launched in July 2025, is gone: OpenAI's help page now says "ChatGPT agent is no longer available" and points people to ChatGPT Work. So that's the OpenAI product compared here.

Quick verdict: who wins for which use case

Perplexity launched Computer on 25 February 2026 as "a general-purpose digital worker that operates the same interfaces you do." It runs in a cloud sandbox and hands each part of a job to whichever model suits it best. The rivals work in a similar way, but they differ on models, where the agent runs and how you pay.

• Cited research and competitive analysis: Perplexity Computer, because its research sub-agents read full pages and keep a citation trail.
• General office work on the cheapest paid plan: ChatGPT Work, which OpenAI includes from Plus at $20 a month.
• Work inside your own files and folders: Claude Cowork, which works directly in folders you choose and can take over your screen when it has to.
• Building sites, slides, games and short videos: Manus, which rebuilt its desktop app around those jobs in Manus 2.0.
• Developers who want to build their own agent: Claude's computer use tool in the API, which gives a model mouse, keyboard and screenshot control of a desktop you host.

Our take: I'd pick by the shape of the output you need, not by the model list. Model rosters change monthly. Billing quirks don't.

Side-by-side comparison table

Prices and launch dates come from the sources linked in the sections below.

Features compared

Perplexity Computer

At launch, Perplexity said Computer draws on 19 models, using "Opus 4.6 for orchestration and coding tasks, Gemini for deep research, Nano Banana for images, Veo 3.1 for video," as The Deep View reported. That line-up has already moved on. DataCamp's May review found GPT-5.5 had become the default orchestrator, and ScriptByAI's Perplexity timeline logs GPT-6.1 Sol and Claude Opus 5.5 powering different effort levels from 5 October 2026.

The feature list has grown fast since spring. ScriptByAI's timeline records a Mac app with local file access (April), Automations triggered by events or schedules (29 September), a browser extension that lets the Mac app control Chrome, Edge and Brave (5 October), and fully local execution on Apple silicon Macs (20 October). There's also an email inbox you can forward tasks to. Honestly, that pace is impressive, though it also means any review older than a few months is probably out of date.

The main selling point is research. DataCamp describes a single research sub-agent running "seven search types at once: web, academic, people, image, video, shopping, and social," reading full pages rather than snippets.

ChatGPT Work

OpenAI introduced ChatGPT Work on 9 July 2026, powered by GPT-5.6 and built on Codex. It connects to Slack, Teams, Gmail, Google Drive, SharePoint, Salesforce and other tools through plugins, which an OpenAI product manager told VentureBeat "are all based on MCP." The core is a persistent cloud virtual machine, so work carries on when your laptop's closed.

On desktop, the new ChatGPT app adds a built-in browser and computer use that can click, type and move files across your apps, according to The Next Web. Sites (shareable web apps) and Scheduled Tasks launched alongside it.

The catch, as DataCamp's Tom Farnschläder puts it, is "You get the GPT family and nothing else."

Claude Cowork and Claude computer use

Anthropic's agent is less of a separate product now. Going by the Cowork page, "Claude Cowork is now part of Claude," and Claude pulls in Cowork when a task involves your files. It works directly in folders and tools you choose, opens a built-in browser in a side panel for web tasks, splits big projects into parallel chunks and runs scheduled tasks unattended.

That last point has changed recently. In August, DataCamp warned that Cowork's cloud mode was a beta and that "if your laptop sleeps, so does your agent." The product page now says "Close your laptop, it keeps going." I'd treat cloud runs as newer and less proven than ChatGPT Work's.

For developers, Anthropic's computer use tool is a separate thing: an API toolset that gives Claude screenshot, mouse and keyboard control of a desktop your own app runs. It's a building block, not a consumer agent.

Claude in Chrome, a browser extension, is listed on the Claude plans page for Pro and above.

Manus

Manus launched Manus 2.0 on 28 September 2026 with a new in-house agent system called Cascade, which it says used 23.2% fewer tokens and cost 32% less to run "in one tested configuration." The desktop app became Manus Studio, with a timeline-based Video Editor and a Game Dev mode, and Automations can now start from an email, Slack message or calendar event.

Ownership is worth a sentence, since headlines still say Meta owns it. Meta announced a deal reportedly worth over $2 billion in December 2025, but Beijing blocked it, and TechCrunch reported in September 2026 that Manus had resumed independent operations under its founding team.

Quality of output: what published tests show

The brief for this piece asked for the same three prompts run in every tool. We can't honestly show that, because we didn't run them. What follows instead are hands-on results other people have published, so you can compare like with like where possible.

Task 1: parallel research into a comparison table

DataCamp asked Perplexity Computer to research eight AI coding tools, flag contradictions between sources and write a 200-word memo. The run took 7 minutes 59 seconds and used 225.71 credits. The table was "nearly publish-ready" and cited primary docs, but a handful of pricing claims needed checking, and the memo took about thirty minutes of editing.

For Manus, Preuve AI's review cites Lindy describing Wide Research turning a list of 200 startups into a cited spreadsheet. That's a similar job, though not the same test.

Task 2: building a website or app

This is where credit-based agents can sting. Preuve AI points to an App Store review where a single website prompt in Manus "used over 6,000 credits." DataCamp, meanwhile, said it "would not stretch the claim beyond research and synthesis" for Perplexity Computer and would slow down on coding, noting failed coding loops that "have crossed 10,000" credits.

Task 3: recurring office work across apps

OpenAI's own headline example (vendor-supplied, so weigh it accordingly) is Zapier using ChatGPT Work to review thousands of leads a month and produce a weekly executive dashboard, per The Next Web. On the Claude side, one user on the Mac Power Users forum who compared the two wrote that for "non-coding document/information processing work I found Cowork to be superior," while ChatGPT Work "might be better in some coding scenarios."

My read: none of these agents produces finished work you can send without a check. DataCamp's line about Perplexity probably applies to all four.

Pricing compared

This is the messiest part of the comparison. Perplexity and Manus both charge a subscription and then bill agent work in credits, while OpenAI and Anthropic fold agent use into plan allowances.

Prices checked October 2026.

Perplexity's figures come from DataCamp's May pricing table: Pro at $20, Max at $200, Enterprise Pro at $40 a seat with 500 credits and Enterprise Max at $325 a seat with 15,000. Credits don't roll over, auto-refill's off by default and running tasks pause when you run out. Product manager Karo Zieminski, who tracks her own credit use, puts a credit at roughly a cent and says the same SEO audit cost about 40 credits in a fresh thread but 200 to 320 credits deep into a long one. That surprised me more than the headline prices did. (Access has shifted too: ScriptByAI notes eligible free US accounts got some included Computer turns in September.)

On the OpenAI side, Plus is $20 a month, and the Pro tiers now run at $100, $200 and $500. DataCamp notes that Free and Go don't include Work. Anthropic's plans page lists Pro at $17 a month with annual billing, Max at $100 and Ultra at $200.

Manus's help centre lists a $20 plan with 4,000 monthly credits and a $40 plan with 8,000, and PricingSaaS records a $200 Extended tier with 40,000 credits. An always-on Cloud Computer is extra: UsagePricing found the cheapest one rose to $30 a month in October.

Reviewer and user verdicts on each agent

Perplexity Computer: DataCamp's reviewer called its research output "useful, mostly right, and worth one careful read before it leaves your hands," and flagged uneven connectors as a real limitation.

ChatGPT Work: DataCamp's Cowork alternatives guide calls it "the closest thing to a drop-in replacement for Cowork," but says runs are "fairly opaque" because rebuilding which pages it read, and in what order, is hard.

Claude Cowork: the same DataCamp piece opens with "Claude Cowork is a strong tool profiting from capable models, and it would be dishonest to pretend otherwise," then lists model lock-in and the then-beta cloud mode as reasons to look elsewhere.

Manus: Preuve AI's founder, who discloses a commercial interest, wrote that "the credits run out faster than the plan price suggests." The same review notes a 4.7 App Store rating against 1.2 on Trustpilot, with most complaints about billing and support. Monthly credits reset each cycle and don't roll over, the review adds, so unused ones are lost.

Business context matters a little here. Sacra estimates Perplexity reached $500M in annualized revenue in April 2026 after Computer's launch, so I'd expect it to keep investing heavily in the product.

Choosing the right agent for your work

If your job is research where someone will ask "where did this number come from?", Perplexity Computer is the one I'd try first. Budget for Max, or for buying credits on Pro, and keep threads short.

Already paying for ChatGPT Plus? Then ChatGPT Work is likely the cheapest way to see whether an agent fits your week, since it's included.

Claude Cowork suits people whose work lives in local folders, spreadsheets and documents, and it's the most natural fit if you already use Claude (our Claude AI review covers the plans in detail). Manus is the pick for builders who want a site, a deck or a short video out of one prompt, as long as they watch the credit meter.

I wouldn't pay $200 a month for any of them before trying the $20 tier. Agents still need supervision, and how much they save you depends heavily on the task. For background on how these systems plan and act, see our explainer on agentic AI. If you're comparing coding-focused agents, our OpenHands vs Devin vs Manus comparison goes deeper, and our Manus vs other AI agents piece looks at Manus on its own terms.

Next up: Perplexity's local Mac execution and OpenAI's desktop computer use both landed in the past few months, so expect the "cloud or local" line between these agents to blur further by early 2027.

FAQ

What is Perplexity Computer?

It's Perplexity's AI agent, launched in February 2026. You describe an outcome, and it splits the work across sub-agents and models in a cloud sandbox, then returns finished files such as reports, spreadsheets, slides or web apps. It's software, not a physical device.

Is Perplexity Computer free?

Mostly no. It needs a paid plan, and agent work is billed in credits: Max includes 10,000 a month, while Pro users buy credits. ScriptByAI's timeline notes that some eligible free accounts in the US received included Computer turns in September 2026.

Is ChatGPT agent still available?

No. OpenAI retired it, and its help article now sends people to ChatGPT Work, which launched in July 2026.

Is Perplexity Computer better than Manus?

For cited research, I think Perplexity Computer has the edge. For building websites, games and short videos, Manus has more dedicated tools after its 2.0 update. Both use credits, and both have drawn complaints about how fast they're spent.

Which AI agent is cheapest to try?

Manus has a free tier with 300 daily credits. Among the paid options, ChatGPT Work comes with Plus at $20 a month, and Claude Pro costs $17 a month billed yearly.