General AI agent

Melaya vs Claude Cowork

Claude Cowork is Anthropic's polished desktop AI coworker; Melaya is a visual agent builder with Android device control, 23 model providers including local, and deterministic evaluation.

The verdict

Pick Claude Cowork if you already pay for Claude and want a zero-setup AI coworker for files, documents, and desktop tasks powered by Anthropic's frontier models. Pick Melaya if you need agents that operate real apps on a real Android phone, want per-step routing across 23 cloud and local model providers, or need deterministic evaluation and configurable approval gates on every consequential write. Melaya is in free open beta, so trying both side by side costs nothing.

Melaya vs Claude Cowork, feature by feature

CapabilityMelayaClaude Cowork
Mobile app controlDevice Control on Android: agents open allowed apps, read the screen, tap, type, and swipe on a real phone, with an on-device approval gate and app playbooks; no API needed for the app being operatediOS and Android apps assign and steer tasks that run on your desktop or in the cloud; computer use targets the desktop, not apps on the phone
Desktop computer useNo general desktop computer use; automation runs through tools, connectors, and the local runnerYes: sees the screen, clicks, and navigates browsers on macOS and Windows, on by default for Pro and Max plans
Human-in-the-loopApproval gates are canvas primitives; every consequential write can require sign-off, including on-device approval on the phone before publishingAsks permission before accessing each app, shows plans before significant actions, and requires sign-off for deletions
Model choicePer-step routing across 23 AI providers; mix frontier, budget, and local models in one pipelineClaude models only
Local and private inferenceRuns in the cloud or fully local via a local runner; bring your own model for on-prem or private inferenceDesktop app runs on your machine, but all model inference happens in Anthropic's cloud
Evaluation and observabilityDeterministic rule checks before any LLM judge, run traces, and cost per accepted resultTask progress and plan visibility; admin controls and observability on Enterprise; no user-facing eval framework
Agent building modelVisual canvas composing agents, tools, triggers, and approval gates; 111 agent personasPrompt-driven: describe the outcome and Cowork plans the steps; no pipeline canvas
Connector breadthAbout 1,697 built-in tools plus RAG and memoryFirst-party connectors such as Slack, CRM, and data tools, plus the MCP ecosystem
Triggers and schedulingTriggers on the canvas; scheduled runs and managed cloud on the Forge planScheduled tasks and cloud sessions that keep running when your laptop is closed
Platform availabilityWeb app; agents run in the cloud or on your own machine via the local runner; Device Control targets Android phonesmacOS, Windows, web, iOS, and Android as of July 2026
PricingSandbox free, Outpost $20/mo with your own cloud keys, Forge for scheduled plus managed cloud; free open betaBundled with paid Claude plans: Pro $20/mo, Max $100 or $200/mo, Team and Enterprise per seat; usage shares plan limits
Best forTeams that need Android app automation, model freedom, local execution, and auditable evaluationIndividuals and teams already on Claude who want a zero-setup desktop AI coworker for files and desktop tasks

Where Melaya wins

  • Device Control on Android: agents operate real apps on a real phone, opening allowed apps, reading the screen, tapping, typing, and swiping, with an on-device approval gate before publishing and no API required for the app being operated. Claude Cowork's mobile apps steer tasks; they do not operate other apps on the phone.
  • Model freedom: per-step routing across 23 AI providers, cloud and local via the local runner, so one pipeline can mix a frontier model for reasoning with cheap or fully private models elsewhere. Cowork runs Claude models only.
  • Deterministic-first evaluation: rule checks run before any LLM judge, with full run traces and cost per accepted result, so you can prove what an agent did and what a good outcome costs.
  • Approval gates as first-class building blocks: every consequential write can be gated on the canvas, per tool and per step, rather than relying on a fixed permission flow.
  • A genuinely free entry point: Sandbox is free in open beta and Outpost is $20/mo with your own cloud keys, so you are not required to hold a paid Claude subscription to run agents.

Where Claude Cowork wins

  • Zero-setup polish on frontier Claude models: Cowork is bundled into paid Claude plans, needs no pipeline design, and lets you describe an outcome in plain language while it plans the steps.
  • Desktop computer use: Cowork can see the screen, click buttons, and navigate browsers on macOS and Windows, on by default for Pro and Max, which Melaya does not offer for desktops.
  • First-party reach and cadence: as of July 2026 Cowork ships on macOS, Windows, web, iOS, and Android with cloud sessions that continue when your laptop is closed, backed by Anthropic's release pace.
  • The simplest choice for existing Claude subscribers: if you already pay for Pro or Max, Cowork costs nothing extra and shares your existing usage allowance.

Melaya vs Claude Cowork: frequently asked questions

Is Melaya a good Claude Cowork alternative?

Yes, if your priority is agents that operate real Android apps, choice among 23 cloud and local model providers, or deterministic evaluation with cost per accepted result. The two are different shapes of product: Melaya is a visual agent builder with approval gates on a canvas, while Claude Cowork is a prompt-driven desktop coworker. If you mainly want a polished assistant for files and desktop tasks on Claude models, Cowork itself is the simpler pick.

How does Melaya pricing compare to Claude Cowork?

Melaya's Sandbox tier is free during open beta, Outpost is $20 per month with your own cloud API keys, and Forge adds scheduled runs and managed cloud. Claude Cowork has no standalone price; it is bundled with paid Claude plans starting at Pro for $20 per month, with Max at $100 or $200 per month for higher usage. If you already pay for Claude, Cowork is effectively included; if not, Melaya's free tier is the cheaper way to start.

Can Melaya do what Claude Cowork does?

Partly. Melaya covers agentic task automation, roughly 1,697 tools, RAG and memory, scheduling, and human approval, and adds Android device control that Cowork does not have. Melaya does not offer Cowork's general desktop computer use, so if your workflow depends on an agent clicking through macOS or Windows apps, Cowork is the better fit today.

Can Claude Cowork control apps on my Android phone?

No. As of August 2026, Cowork's computer use targets the desktop, and its iOS and Android apps assign and monitor tasks that run on your computer or in Anthropic's cloud rather than operating other apps on the phone. Melaya's Device Control runs agents that open allowed apps, read the screen, tap, type, and swipe on a real Android device, with an on-device approval gate before anything is published.

Does Melaya support Claude models?

Yes. Claude is one of the 23 AI providers Melaya routes across, so you can use Claude for reasoning-heavy steps and cheaper or local models for the rest of the same pipeline. Claude Cowork, by contrast, runs exclusively on Anthropic's Claude models.

Can I run Melaya fully locally for privacy?

Yes. Melaya's local runner executes agents on your own machine and can use local models, so prompts and data never have to leave your infrastructure. Claude Cowork's desktop app runs on your machine, but all model inference happens in Anthropic's cloud.

Do Melaya and Claude Cowork both have human approval?

Yes, both do, in different ways. Cowork asks permission before accessing each app, shows its plan before significant actions, and requires sign-off for deletions. Melaya makes approval gates a building block you place on the canvas, so every consequential write, including actions on a phone, can require explicit human sign-off before it executes.

I already pay for Claude. Should I still try Melaya?

If Cowork's desktop and document automation covers your needs, staying on your Claude plan is the pragmatic choice, since Cowork is included at no extra cost. Add Melaya when you hit needs Cowork does not serve: Android app automation, non-Claude or local models, per-step cost routing, or deterministic evaluation with run traces. Melaya's free open beta makes that an inexpensive experiment.

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