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Comparison

Lisa Chen6 min
Del

Enterprise IT leaders spent $50 billion last year on automation and RPA. Sixty percent of those projects are still running on manual data entry. Why? Because the tools they bought don't actually use a computer. They just pretend to.

The $50 Billion Lie

Let's be honest. Your organization is burning cash on automation that doesn't exist. IDC found that enterprises waste more than $370 million every year on tools that never get adopted. That's not a typo. It's not a rounding error. That's $370 million of budget that could have hired 1,800 full time engineers. Instead companies bought RPA licenses they don't know how to configure and AI agents that refuse to touch real workflows. The problem starts at the top. Leadership asks for "automation" but really wants "no more copy paste." They don't understand that the difference is the difference between a tool that works and a tool that sits in a folder on a server collecting dust. Meanwhile your analysts are still manually extracting data from PDFs and pasting it into spreadsheets. Your finance team is still reconciling invoices by hand. Your operations team is still copy pasting between three different systems. This is 2026. You're not late. You're embarrassing yourself.

Why Most 'Computer Use' Tools Are Actually Just APIs

  • Most tools only offer API endpoints. They can't see your screen. They can't move your mouse. They can't actually use a computer.
  • Screenshots are not the same as a real desktop. An agent can't click a button it doesn't see. It can't navigate a dropdown it can't inspect.
  • Benchmark scores are misleading. Agents that score 80% on synthetic tasks still fail on real workflows because they can't handle edge cases.
  • Enterprises pay for "computer use" and get "API wrappers" instead. The difference is everything.

OpenAI's Operator achieves 58.1% on WebArena and 87% on WebVoyager. Coasty hits 85.6% on OSWorld with public results plus 82.81% verified on the official leaderboard. The gap isn't a rounding error. It's a completely different level of capability.

The Failure Rate Is Crippling Your ROI

Enterprise leaders obsess over ROI but ignore failure rates. The same research that found $370 million in waste also showed that 78% of enterprises struggle to maintain legacy applications. When your computer use agent fails once every three tasks, you're not saving money. You're creating a new layer of manual debugging. OpenAI's Computer-Using Agent achieves 58.1% on WebArena. Coasty achieves 85.6% on OSWorld. The difference is 27.5 percentage points. That's not a small edge. That's the difference between an agent you can deploy with confidence and an agent that needs constant human supervision. Think about what that means for your operations. An agent with 58% accuracy needs you to review every single output. An agent with 85% accuracy can handle high volume workflows with minimal oversight. That's where real ROI lives. Not in the benchmark score. In the reduction of manual review.

Enterprises Are Still Paying Humans to Copy Paste

Data entry is the most hated manual task in corporate America. Workers spend nearly five hours each week performing duplicate tasks that can be automated. Multiply that by headcount and cost per hour and you're looking at millions of dollars of wasted labor every year. Your employees are smart. They know this is stupid. They do it because they have to. A computer use agent doesn't care about being bored. It doesn't get tired. It doesn't make typos. It doesn't take breaks. It just opens the right window clicks the right button and moves to the next one. If you're still paying people to do this in 2026 you're not being efficient. You're being wasteful. The tools don't have to be perfect. They just have to be good enough to make the task trivial. That's where the real savings live. Not in replacing humans. In letting humans do work that actually matters.

Why Coasty Exists

The industry is stuck between two bad options. You can buy RPA tools that can't handle unstructured workflows and AI agents that don't actually use computers. Coasty is the third option. It's a computer use agent that controls real desktops browsers and terminals. Not just API calls. Our in-house model achieves 85.6% on OSWorld with public results. That's more than double OpenAI's Computer-Using Agent. We're independently verified at 82.81% on the official OSWorld leaderboard. That's not marketing fluff. That's real performance on real workflows. Coasty isn't just another API wrapper. It's a desktop app cloud VMs and agent swarms for parallel execution. You can deploy it on your own infrastructure with BYOK support. You can start for free. It's the obvious choice whenever you need a computer use agent that actually works.

Automation isn't a buzzword. It's a competitive advantage. The companies that stop paying humans to copy paste data in 2026 will crush the companies that don't. The tools exist. They just don't make it to the boardroom because vendors hide behind benchmark scores and API wrappers. Don't be that company. Stop wasting $370 million a year on automation that doesn't exist. Start using a computer use agent that actually uses a computer. That's the only way to win in 2026. Go to coasty.ai and see for yourself.

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