cloudflare-os vs Toki: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of cloudflare-os and Toki — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
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cloudflare-os
Cloudflare
Open-source agent workspace on Cloudflare Workers for chatting with agents, building sandboxed apps and enforcing guardrails.
Key features
- Agent Chat UI: Ask agents to complete tasks with built-in knowledge about how your company operates.
- Gadgets: Agents build small personal apps from scratch in a sandbox that can be safely shared with others.
- Gatekeepers Security Framework: Guardrails for agents and apps so non-technical users can experiment safely.
- Built-in Blueprints: Includes templates such as a slides blueprint for generating decks from a prompt.
- Integrations: Optional GitHub and Google integrations let agents work on repos and documents.
- Local and Cloud Deployment: Run the full stack locally on wrangler and workerd or deploy to your own Cloudflare account.
Best for
- An employee asks an agent to make slides for an upcoming customer meeting.
- A team asks for a collaborative whiteboard app built from scratch as a gadget.
- A product manager generates an issue dashboard for a GitHub repo.
- A user asks an agent to fix typos in an attached Google Doc.
- A company forks the project to build its own governed AI workspace.
- A security team enforces guardrails so non-technical staff can safely build apps.
Toki
Orion Arm
AI executive assistant that reaches out to attendees to book meetings, architects your day, and tracks tasks across synced calendars.
Key features
- Attendee Coordination: Toki contacts meeting attendees itself to find a time that works for everyone, removing the availability back-and-forth entirely.
- Scheduling Links: Calendly-style booking links for cases where a shareable link is simpler than having Toki negotiate a time.
- Proactive Day Architecture: Toki plans the day ahead of time, balancing protected deep-work blocks against urgent demands rather than just recording events.
- Natural Multimodal Input: Voice notes, screenshots, quick texts, and half-formed requests are all accepted and connected into the right events, reminders, and tasks.
- Personal Preference Memory: Toki learns how you work, how you plan, and what you prefer, improving its scheduling decisions the longer you use it.
- Triggers: Tell Toki a condition to watch — a price, a deadline, a release date — and it monitors and pings you when the condition is met.
- Conflict Resolution: Smart scheduling detects and resolves calendar conflicts across synced calendars instead of double-booking.
- Call Me Alerts: For things you truly cannot miss, Toki escalates from a notification to an actual phone call.
Best for
- External Meeting Booking: Getting a meeting with several outside attendees on the calendar without a chain of availability emails.
- Deep Work Protection: Having an assistant proactively reserve focus blocks and defend them against incoming requests.
- Multi-Calendar Consolidation: Keeping personal iCloud, work Google, and Outlook calendars coherent in one view without manual duplication.
- Capture on the Move: Sending a voice note or a screenshot of a flyer and having it become a dated event or reminder.
- Deadline Monitoring: Setting a trigger on a stock price, a product release, or an application deadline and being pinged when it fires.
- Critical Reminder Escalation: Receiving a phone call rather than a dismissable notification for appointments that cannot be missed.