Perplexity Computer is a capable cloud digital worker that orchestrates third-party models across sub-agents to run tasks. SPIRITT is an always-on autonomous AI workspace with model fusion including its own proprietary models, mobile and desktop access, a 24/7 heartbeat, self-building integrations, hybrid access to your own computer, and full UI, tools, and harness extensibility.
Both are cloud agentic workspaces that plan, build, and run real work. The differences are in models, reach, openness, and how far each one extends and operates on its own.
| Capability | ||
|---|---|---|
| Cloud agentic workspace that plans and runs real tasks | ||
| Orchestrates multiple models across sub-agents | ||
| Model fusion that includes its own proprietary models | ||
| Benchmark-driven, award-winning coding capabilities | ||
| Isolated cloud environment with real filesystem and browser | ||
| Long-running tasks over hours or longer | ||
| Builds, deploys, and hosts full-stack apps on real URLs | ||
| Design capabilities for polished UIs and interfaces | ||
| Multiple computers in one account | ||
| Build and share your own agents | ||
| Access and run other agents in one place (Claude Code, Codex, and more) | ||
| Access to cloud resources, GPU, and compute | ||
| Autonomously maintains and self-optimizes what it built | ||
| 24/7 heartbeat that acts on its own between tasks | ||
| Access from desktop and mobile | ||
| Hybrid access to your own computer when needed | ||
| Any integration, including self-building integrations | ||
| Open tools, not a curated walled garden | ||
| Customize UI, tools, and harness | ||
| Long-term memory across sessions | ||
| Self-learning and self-improvement over time | ||
| Video and image generation built in | ||
| Multiplayer team workspaces with agents | ||
| End-to-end workflows across departments |
Both are agentic cloud workspaces. Here is where the approaches differ in practice.
| Feature | What this means for you | ||
|---|---|---|---|
| Core model | An always-on autonomous workspace that plans, delegates, builds, deploys, and keeps operating outcomes end to end. | A cloud general-purpose digital worker that ideates subtasks and assigns them to model-specific sub-agents. | Both delegate across agents; SPIRITT also keeps operating the result continuously. |
| Models | Model fusion across frontier labs and SPIRITT's own proprietary models, routed per step in one agent. | Orchestrates third-party models (Claude, Gemini, Grok, ChatGPT, and media models) per task. | SPIRITT adds proprietary models to the mix rather than only routing other labs' models. |
| Openness | Open tools and any integration, including integrations the agent builds for itself. | A curated walled garden with a prebuilt list of integrations. | SPIRITT connects to whatever you use and can extend itself; Computer stays within its curated set. |
| Reach | Reachable from web, desktop, and mobile, and can securely connect to your own computer when needed. | Cloud-based, with the browser and assistant reach of the Perplexity ecosystem. | SPIRITT adds mobile and hybrid access to your machine, not only a cloud sandbox. |
| Building and hosting | Builds full-stack apps with backends and jobs, then deploys and hosts them on real URLs it keeps healthy. | Can build apps and execute workflows in its cloud environment. | SPIRITT centers on shipping and hosting production systems it then operates. |
| Continuity | A persistent workspace with a 24/7 heartbeat that follows up and acts between your requests. | Runs long tasks and workflows, oriented around the tasks you assign. | Both run long work; SPIRITT also acts on its own between tasks. |
| Extensibility | Customize the UI, tools, and harness, and let the agent build its own tools and integrations. | Extends through its curated integrations and platform. | SPIRITT bends to your workflow at every layer. |
| Coding and design | Benchmark-driven, award-winning coding capabilities, plus real design capabilities for polished UIs and interfaces. | Delegates coding to model sub-agents; design polish is not its focus. | SPIRITT ships production-grade, well-designed software, not only generated output. |
| Agents and computers | Run multiple computers in one account, build and share your own agents, and access and run other agents like Claude Code and Codex in one place. | Orchestrates its own model sub-agents within its platform. | SPIRITT is a hub for many computers and agents, not a single orchestrator. |
| Bottom line | Does research and small tasks, and real end-to-end work across departments in the messy real world: build, deploy, market, and operate. | Focused on research-style work and the small tasks around it. | Perplexity Computer shines at research workflows; SPIRITT runs the whole business, not only the research. |
Based on Perplexity Computer's publicly documented launch details (February 2026). Both products evolve quickly; check each one's current docs for the latest capabilities and availability.
Perplexity Computer orchestrates other labs' models. SPIRITT's model fusion routes across frontier labs and its own proprietary models per step, so it is not only a router of third-party models.
Computer works within a curated set of integrations. SPIRITT connects to any integration and can build new integrations for itself, and you can customize the UI, tools, and harness to fit your workflow.
SPIRITT is reachable from desktop and mobile, can securely connect to your own computer when needed, and runs a 24/7 heartbeat that keeps working and follows up between tasks.
SPIRITT builds full-stack apps, deploys and hosts them on real URLs, and keeps them healthy with autonomous maintenance, so the work does not just run once, it keeps running.
Frontier and SPIRITT proprietary models in one agent, routed per step.
Any integration, plus integrations the agent builds for itself, no walled garden.
Desktop, mobile, and hybrid access to your own computer when needed.
A 24/7 heartbeat that keeps working and follows up between tasks.
Full-stack apps deployed and hosted on real URLs, kept healthy autonomously.
Customize the UI, tools, and harness to fit your workflow.