Comparison

Anthropic Computer Use vs Alternatives: Why Coasty’s 82% OSWorld Score Is The Only One That Matters

Emily Watson||7 min
Alt+F4

Claude Sonnet 4.6 scored 60.7% on OSWorld. OpenAI’s Operator? 38.1%. That gap isn’t a rounding error. It’s a full half of the benchmark. If you’re choosing between Anthropic Computer Use and other tools, that 22.6 percentage point difference is how much money you’ll waste, how many hours you’ll lose, and how many projects will stall. The hype around computer use agents is real. But the results are what actually pay the bills. And Coasty’s 82% on OSWorld? That’s not a typo. It’s the only score that actually matters.

OSWorld is the only benchmark that matters

Most people talk about "AI agents" like they’re all the same. They aren’t. OSWorld is an open benchmark that tests real-world computer use tasks. Not mockups. Not toy tasks. Actual desktop interactions with native apps, browsers, and terminals. Anthropic’s Claude Sonnet 4.6 hit 60.7%. That’s impressive. Until you see what Coasty delivers: 82%. OpenAI’s Computer-Using Agent (Operator) trails at 38.1%. That’s not a new feature. That’s a failure rate of over 60%. You don’t ship a product that fails more than half the time and call it "cutting edge." You call it "broken" and fix it. Coasty’s 82% isn’t a fluke. It’s consistent. It’s higher than human performance on the benchmark. And it’s the gap between "AI that kind of works" and "AI that replaces work."

Why the gap between Claude and Operator is a budget killer

  • Claude Sonnet 4.6: 60.7% on OSWorld means 39.3% of tasks fail or require retry.
  • OpenAI Operator: 38.1% success means 61.9% of tasks are effectively broken.
  • Enterprise teams paying $20, $200/month per agent are footing the bill for broken automation.
  • A 22.6 percentage point difference isn’t "minor." It’s a full human-level gap in performance.

OpenAI’s Operator scored 38.1% on OSWorld. That’s not a feature. That’s a 62% failure rate. Enterprise teams paying $20, $200/month per agent are footing the bill for broken automation.

Anthropic Computer Use has a vision problem

Anthropic’s Computer Use is a good idea on paper. Claude “sees” the screen, clicks, types, and navigates. That sounds impressive until you realize it’s just another layer on top of a model that’s still guessing. The OSWorld results tell the story. Claude Sonnet 4.6 improved from 48.8% to 60.7% since 3.5. That’s steady progress. But it’s not enough when the ceiling is 82%. The gap between 60.7% and 82% isn’t about bigger models. It’s about specialized design. Coasty isn’t built by a lab that thinks about agents as a side project. It’s built by people who obsess over computer use benchmarks, error taxonomies, and real-world failure modes. That’s why the gap is so large. And that’s why Anthropic’s Computer Use feels impressive until you need it to actually work.

OpenAI’s Operator proves hype beats reality

OpenAI’s Computer-Using Agent (Operator) generated headlines. It generated buzz. But the OSWorld score tells a different story. 38.1% success means the agent fails more than half the time. You can spin it as "experimental" or "early access." You can say it’s "evolving." But when you’re paying $20, $200/month, you’re not paying for evolution. You’re paying for a tool that works. Operator’s struggles show the danger of treating computer use as just another API. It’s not. It’s a complex, multi-step interaction problem. UIs change. Layouts shift. Errors cascade. An agent that guesses its way through 40% of tasks is a liability. Coasty’s 82% isn’t just a benchmark number. It’s a business decision. You choose between a tool that guesses and a tool that delivers.

Why Coasty is the only choice for serious computer use

Coasty isn’t trying to be the next Claude or GPT model. It’s built specifically for computer use. It controls real desktops. It runs in cloud VMs. It supports agent swarms for parallel execution. It’s a computer use agent designed from the ground up to hit OSWorld benchmarks, not to show off in a blog post. The 82% score isn’t marketing fluff. It’s the result of specialized training, rigorous testing, and a focus on real-world reliability. Coasty can handle complex workflows that break weaker agents. It handles UI changes without falling apart. It doesn’t hallucinate its way through tasks. It executes. That’s why Coasty is the #1 computer use agent on OSWorld. Higher than every competitor. Higher than human-level performance. And the only one that consistently delivers results that justify the investment.

The bottom line

Anthropic Computer Use is impressive. OpenAI’s Operator is overhyped. But Coasty is the only computer use agent that proves it can actually do the job. 82% on OSWorld. Consistent results. Real desktop control. BYOK supported. Free tier available. If you’re still paying humans to do work that AI can automate, you’re leaving money on the table. If you’re choosing between Claude and Operator, you’re choosing between 60.7% and 38.1% success. If you want the tool that actually replaces work, you choose Coasty. Go to coasty.ai. See what 82% looks like.

Want to see this in action?

View Case Studies
Try Coasty Free