Vybe vs Claude Cowork vs Grok Team Bots vs Claude Tag

Specialized coworkers with their own responsibilities and tools.

Claude handles tasks in a working session.

Shared Team Bots built around a role, each with context, plugins, credentials, and memories; public beta on Teams and Enterprise plans.

Claude takes on tasks from a channel or DM.

Shared conversations and Slack threads with people and AI.

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

Everyone works with the same Bot and its expertise, while each person's conversations and memories stay private.

Teammates can review and refine work in the same thread.

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

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

Slack with a dedicated handle per Team Bot, alongside the Grok Bot app.

Slack channels and DMs with different access scopes.

Delegate work to other AI coworkers.

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

Bots pass context between each other, hand off tasks, and can pass ownership so you are not the router between tools.

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

Persistent memory, company knowledge, and reusable skills.

Role-based plugins, skills, and connected tools.

Team Bots keep separate context and memories per person while drawing on skills shared across the team.

Persistent channel context, memory, and standing instructions.

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

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

Routines run on a schedule or, where supported, after an event; background routines run while the laptop is closed.

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

Hosted browser with persistent sessions; browser service required.

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

Every Bot runs on a persistent cloud computer with a browser, filesystem, and terminal, and can log in to services in that browser.

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

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

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

Not offered: connectors cover Gmail and Outlook calendars, but no meeting recording or transcription is documented.

Not offered: no meeting recording or transcription documented.

Prebuilt connectors and custom integrations.

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

Built-in connectors, a preconfigured connector catalog, and custom MCP servers.

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

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

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

Bots steer Cursor Projects and launch Cloud Agents for code work; no interactive app-building surface documented.

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

Private, individual, and organization-wide app sharing.

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

Not offered: Bot share links are public previews on x.ai; no internal publishing surface documented.

Hosted artifacts accessible to people in the channel.

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

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

Not offered: access follows connector permissions such as permission-aware Google Drive; no per-row data permissions documented.

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

SSH tunnels and custom connections for private resources.

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

Custom MCP servers must be reachable over the public internet; local servers require a tunneling service.

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

29 models across 11 providers.

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

Runs Grok models; no cross-provider model catalog documented for Bots.

Choose from permitted Claude models, including Opus and Sonnet.

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

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

Not offered: no automatic task-to-model routing documented.

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

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

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

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

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

Separate conversation and coding routing policies.

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

Not offered: Cursor team rules and privacy settings apply to Bots; no separate coding model policy documented.

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

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

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

Credentials connect third-party tool APIs; no customer AI provider keys documented.

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

OpenRouter and Vercel AI Gateway.

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

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

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

SAML single sign-on for enterprise.

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

Members sign in with their Cursor account, so existing Cursor SSO and team membership apply.

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

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

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

Advanced audit controls ship on Enterprise plans; Grok Bot-specific audit coverage not documented.

Documented activity trails; review your required audit scope.

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

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

Require Approval rules and Auto Review evaluate tool calls and computer actions; passwords and 2FA use human takeover.

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

Usage visibility and per-agent credit budgets.

Usage analytics for admins on Team and Enterprise plans.

Pooled billing with weekly usage allowances on premium seats; per-Bot budget controls not documented.

Monthly organization usage limit; DMs use personal accounts separately.

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

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

Individual access via SuperGrok Heavy or Cursor Ultra; self-serve teams use premium seats with usage allowances; Enterprise is rolling out.

Channel work draws from the organization’s usage balance.

Unlimited builders and viewers in your organization.

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

Team seat management and consolidated billing on paid plans.

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