Vybe vs Softr vs OpenAI Dots vs Claude Cowork

Specialized coworkers with their own responsibilities and tools.

Earlier record: Generates only. AI generates apps but doesn't operate them. Not reverified.

One always-on primary dot per user, working 24/7 toward goals on its own cloud computer; role-based specialist dots are in enterprise preview and teams of dots are not yet available.

Claude handles tasks in a working session.

Shared conversations and Slack threads with people and AI.

Not verified in this review

ChatGPT Space shared workspaces with agent-editable Pages; available on Pro, Business, and Enterprise plans.

Personal working sessions. Shared Slack-channel work is handled by the separate Claude Tag product.

In-app chat, Slack, and email; other channels require setup.

Earlier record: Not supported. No multi-channel messaging. Not reverified.

ChatGPT, Slack, Teams, SMS, and voice calls.

Desktop, web, and mobile; availability depends on plan and rollout.

Delegate work to other AI coworkers.

Not verified in this review

Specialist dots with defined org roles are in enterprise preview; general delegation between dots is not yet available.

Task dispatch routes development work to Claude Code sessions; knowledge work runs in Cowork.

Persistent memory, company knowledge, and reusable skills.

Earlier record: Not supported. No persistent memory. Not reverified.

Dots learn your preferences, how you think, and your standards from ongoing feedback.

Role-based plugins, skills, and connected tools.

Schedules, events, and follow-ups with run history.

Earlier record: 500 actions. 500 actions free, limited on paid plans. Not reverified.

Team tasks act on a schedule or in response to events like a new email or Slack message; MCP events trigger automations from connected apps.

Cloud tasks can run while devices are offline; local sessions use your computer.

Hosted browser with persistent sessions; browser service required.

Earlier record: Not supported. No browser automation. Not reverified.

Each dot has its own cloud computer and browser; you can open your dot's computer to inspect its work, and dots can connect to your laptop with permission.

Built-in browser or Claude in Chrome, subject to admin controls.

Supported meeting recording, transcripts, and follow-up; meeting service required.

Earlier record: Not supported. No meeting capabilities. Not reverified.

Meeting note-taking via the ChatGPT Meetings plugin (beta, macOS desktop); no recording or transcription.

Not offered: sessions work with files, the web, and connected tools; no meeting recording or transcription documented.

Prebuilt connectors and custom integrations.

Earlier record: ~20 data sources. Data sources only (Airtable, Sheets, etc.). Not reverified.

Connects to 4,000+ apps through plugins.

Connectors for Slack, Google Workspace, Microsoft 365, and other tools.

Build apps with AI, inspect code, and iterate in a live preview.

Not verified in this review

Dots can build working apps and complete PRs as part of their work; evaluate your app deployment workflow separately.

Works with files in a chosen folder; evaluate your app deployment workflow separately.

Private, individual, and organization-wide app sharing.

Earlier record: Supported. Not reverified.

Not offered: outputs live in ChatGPT and connected surfaces; no internal app-publishing surface documented.

Not offered: outputs are documents, files, and deliverables in your Claude account; no internal app-publishing surface documented.

Role-based access for owners, admins, editors, and members, with apps kept private, shared, or organization-wide.

Earlier record: User groups. User group-based, not true row-level. Not reverified.

Not offered: access is governed by ChatGPT plan permission rules; no per-row data permissions documented.

Not offered: access is account- and admin-scoped; no per-row data permissions documented.

SSH tunnels and custom connections for private resources.

Earlier record: Not supported. Not reverified.

Not offered: dots run on their own cloud computer and connect through plugins; no private-network or SSH access documented.

Not offered: cloud sessions reach tools through connectors and MCP; no private-network or SSH access documented.

29 models across 11 providers.

Not verified in this review

Runs on OpenAI's GPT-6 Astra; no other providers or bring-your-own-model options documented.

Claude product experience, rather than a cross-provider model catalog.

Auto routes tasks to Cheap, Balanced, or Smart tiers.

Not verified in this review

Not offered: dots run on GPT-6 Astra with no automatic cross-model routing documented.

Not offered: runs on Claude models with no automatic cross-model routing documented.

Choose tier models, map task categories, or pin a model.

Not verified in this review

Not offered: no task-category-to-model routing rules documented.

Not offered: admins control feature availability, not task-to-model routing rules.

Separate conversation and coding routing policies.

Not verified in this review

Not offered: one OpenAI model experience; no separate coding policy documented.

Not offered: one Claude experience spans chat and coding work; no separate coding model policy documented.

Bring your own provider keys as part of an enterprise setup.

Not verified in this review

Not offered: dots run on OpenAI-managed credentials; no customer provider keys documented.

Not offered: runs on Anthropic-managed credentials; no customer provider keys documented.

OpenRouter and Vercel AI Gateway.

Not verified in this review

Not offered: no bring-your-own AI gateway documented.

Not offered: no bring-your-own AI gateway documented.

SAML single sign-on for enterprise.

Earlier record: Business+. Business plan and above ($139/mo+). Not reverified.

SAML SSO for Business, Enterprise, and Edu workspaces, configured workspace-wide via the Global Admin Console.

Claude Team and Enterprise organizations support SAML SSO and JIT provisioning via WorkOS.

Access, agent activity, and tool usage for enterprise review.

Earlier record: Business+. Business plan and above. Not reverified.

Compliance Logs Platform exports audit events for Enterprise and Edu workspaces; dot-specific audit coverage not documented.

Admins can monitor Cowork activity via OpenTelemetry; Cowork activity is not yet in the Compliance API.

Action-specific permissions and contact controls on every channel; explicit approval gates not documented.

Not verified in this review

Custom permission rules; dots request approval before sensitive actions like sending an invoice or making a purchase.

Per-task permission approvals; admins control auto-approve mode and connector-tool always-allow.

Usage visibility and per-agent credit budgets.

Not verified in this review

Not offered: no usage-tracking or per-agent budget controls documented; usage follows ChatGPT plan allowances.

Usage analytics for admins on Team and Enterprise plans.

Free plan with $10 in credits every month; paid plans from $20/month. $1 = 100 credits; top-ups available.

Not verified in this review

Included with Pro and Business Premium in eligible markets; the Enterprise, Edu, and Healthcare beta is admin-enabled and off by default.

Available through paid Pro, Max, Team, or Enterprise plans.

Unlimited builders and viewers in your organization.

Earlier record: $49-139/mo. $49-139/month with user caps. Not reverified.

Teammates can work with @ChatGPT in Slack or Teams without their own license; dot access follows ChatGPT plans.

Per-seat pricing: Team standard seats $20/seat/mo billed annually ($25 monthly); Premium $100; Enterprise custom.