Vybe vs Superblocks vs Claude Tag vs OpenAI Dots

Specialized coworkers with their own responsibilities and tools.

Earlier record: Builds only. Clark AI builds apps but doesn't operate autonomously. Not reverified.

Claude takes on tasks from a channel or DM.

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.

Shared conversations and Slack threads with people and AI.

Not verified in this review

Teammates can review and refine work in the same thread.

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

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

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

Slack channels and DMs with different access scopes.

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

Delegate work to other AI coworkers.

Not verified in this review

Not offered: one Claude works each thread; no delegation between specialized agents documented.

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

Persistent memory, company knowledge, and reusable skills.

Earlier record: Enterprise. Clark Memory — Enterprise plan only. Not reverified.

Persistent channel context, memory, and standing instructions.

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

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

Earlier record: Enterprise. Enterprise plan only. Not reverified.

Routines on a schedule, channel watch, or repository event.

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.

Hosted browser with persistent sessions; browser service required.

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

Not offered: work runs in an ephemeral cloud sandbox through channel-scoped tool connections; no browser-control tool documented.

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.

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

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

Not offered: no meeting recording or transcription documented.

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

Prebuilt connectors and custom integrations.

Earlier record: 50+. Growing but limited compared to Vybe. Not reverified.

Admin-configured connections scoped to organizations, workspaces, or channels.

Connects to 4,000+ apps through plugins.

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

Not verified in this review

Interactive pages, charts, and code changes from the thread.

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

Private, individual, and organization-wide app sharing.

Earlier record: Supported. Not reverified.

Hosted artifacts accessible to people in the channel.

Not offered: outputs live in ChatGPT and connected surfaces; 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: Enterprise RBAC. RBAC on Enterprise plan. Not reverified.

Not offered: access is scoped per channel and by organization roles; no per-row data permissions documented.

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

SSH tunnels and custom connections for private resources.

Earlier record: Not supported. VPC deployment available on Enterprise. Not reverified.

Not offered: the ephemeral cloud sandbox reaches tools through configured connections; no private-network or SSH access documented.

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

29 models across 11 providers.

Not verified in this review

Choose from permitted Claude models, including Opus and Sonnet.

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

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

Not verified in this review

Choose a model for a thread, channel, or DM; automatic task routing not verified.

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

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

Not verified in this review

Admins set workspace and channel defaults; individual threads can switch models.

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

Separate conversation and coding routing policies.

Not verified in this review

Not offered: admins choose permitted Claude models per scope; no separate coding policy documented.

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

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

Not verified in this review

Not offered: Claude uses admin-provided tool accounts with credentials kept out of the sandbox; no customer model keys documented.

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

OpenRouter and Vercel AI Gateway.

Not verified in this review

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

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

SAML single sign-on for enterprise.

Earlier record: Enterprise. Enterprise plan only (SSO/SAML/OIDC). Not reverified.

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

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

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

Earlier record: Enterprise. Enterprise plan only. Not reverified.

Documented activity trails; review your required audit scope.

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

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

Not verified in this review

Every action passes a permission checker; admins pre-approve action types per scope with auto-mode allow rules.

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

Usage visibility and per-agent credit budgets.

Not verified in this review

Monthly organization usage limit; DMs use personal accounts separately.

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

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

Not verified in this review

Channel work draws from the organization’s usage balance.

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

Unlimited builders and viewers in your organization.

Earlier record: $49-80/seat. $49-80 per AI builder/month. Not reverified.

Channel usage is not charged against individual seats; account eligibility still applies.

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