Vybe vs Grok Team Bots vs Claude Tag vs Claude Cowork, 25 criteria
Vybe
Grok Team Bots
Claude Tag
Claude Cowork
Agents & collaboration
AI coworkers
Supported:
Specialized coworkers with their own responsibilities and tools.
Supported:
Shared Team Bots built around a role, each with context, plugins, credentials, and memories; public beta on Teams and Enterprise plans.
Supported:
Claude takes on tasks from a channel or DM.
Supported:
Claude handles tasks in a working session.
Team collaboration
Supported:
Shared conversations and Slack threads with people and AI.
Supported:
Everyone works with the same Bot and its expertise, while each person's conversations and memories stay private.
Supported:
Teammates can review and refine work in the same thread.
Limited:
Personal working sessions. Shared Slack-channel work is handled by the separate Claude Tag product.
Communication channels
Conditional:
In-app chat, Slack, and email; other channels require setup.
Supported:
Slack with a dedicated handle per Team Bot, alongside the Grok Bot app.
Supported:
Slack channels and DMs with different access scopes.
Conditional:
Desktop, web, and mobile; availability depends on plan and rollout.
Agent handoffs
Supported:
Delegate work to other AI coworkers.
Supported:
Bots pass context between each other, hand off tasks, and can pass ownership so you are not the router between tools.
Limited:
Not offered: one Claude works each thread; no delegation between specialized agents documented.
Conditional:
Task dispatch routes development work to Claude Code sessions; knowledge work runs in Cowork.
Persistent memory & skills
Supported:
Persistent memory, company knowledge, and reusable skills.
Supported:
Team Bots keep separate context and memories per person while drawing on skills shared across the team.
Supported:
Persistent channel context, memory, and standing instructions.
Supported:
Role-based plugins, skills, and connected tools.
Automation & tools
Schedules & triggers
Supported:
Schedules, events, and follow-ups with run history.
Supported:
Routines run on a schedule or, where supported, after an event; background routines run while the laptop is closed.
Supported:
Routines on a schedule, channel watch, or repository event.
Conditional:
Cloud tasks can run while devices are offline; local sessions use your computer.
Browser automation
Conditional:
Hosted browser with persistent sessions; browser service required.
Supported:
Every Bot runs on a persistent cloud computer with a browser, filesystem, and terminal, and can log in to services in that browser.
Limited:
Not offered: work runs in an ephemeral cloud sandbox through channel-scoped tool connections; no browser-control tool documented.
Conditional:
Built-in browser or Claude in Chrome, subject to admin controls.
Meeting intelligence
Conditional:
Supported meeting recording, transcripts, and follow-up; meeting service required.
Limited:
Not offered: connectors cover Gmail and Outlook calendars, but no meeting recording or transcription is documented.
Limited:
Not offered: no meeting recording or transcription documented.
Limited:
Not offered: sessions work with files, the web, and connected tools; no meeting recording or transcription documented.
Integrations
Supported:
Prebuilt connectors and custom integrations.
Supported:
Built-in connectors, a preconfigured connector catalog, and custom MCP servers.
Supported:
Admin-configured connections scoped to organizations, workspaces, or channels.
Supported:
Connectors for Slack, Google Workspace, Microsoft 365, and other tools.
Apps & infrastructure
Custom app building
Supported:
Build apps with AI, inspect code, and iterate in a live preview.
Limited:
Bots steer Cursor Projects and launch Cloud Agents for code work; no interactive app-building surface documented.
Supported:
Interactive pages, charts, and code changes from the thread.
Conditional:
Works with files in a chosen folder; evaluate your app deployment workflow separately.
Internal publishing
Supported:
Private, individual, and organization-wide app sharing.
Limited:
Not offered: Bot share links are public previews on x.ai; no internal publishing surface documented.
Supported:
Hosted artifacts accessible to people in the channel.
Limited:
Not offered: outputs are documents, files, and deliverables in your Claude account; no internal app-publishing surface documented.
Row-level permissions
Conditional:
Role-based access for owners, admins, editors, and members, with apps kept private, shared, or organization-wide.
Limited:
Not offered: access follows connector permissions such as permission-aware Google Drive; no per-row data permissions documented.
Limited:
Not offered: access is scoped per channel and by organization roles; no per-row data permissions documented.
Limited:
Not offered: access is account- and admin-scoped; no per-row data permissions documented.
Private resources & SSH
Conditional:
SSH tunnels and custom connections for private resources.
Limited:
Custom MCP servers must be reachable over the public internet; local servers require a tunneling service.
Limited:
Not offered: the ephemeral cloud sandbox reaches tools through configured connections; no private-network or SSH access documented.
Limited:
Not offered: cloud sessions reach tools through connectors and MCP; no private-network or SSH access documented.
Models & cost control
Model choice
Supported:
29 models across 11 providers.
Conditional:
Runs Grok models; no cross-provider model catalog documented for Bots.
Supported:
Choose from permitted Claude models, including Opus and Sonnet.
Conditional:
Claude product experience, rather than a cross-provider model catalog.
Automatic model routing
Supported:
Auto routes tasks to Cheap, Balanced, or Smart tiers.
Limited:
Not offered: no automatic task-to-model routing documented.
Conditional:
Choose a model for a thread, channel, or DM; automatic task routing not verified.
Limited:
Not offered: runs on Claude models with no automatic cross-model routing documented.
Custom routing rules
Supported:
Choose tier models, map task categories, or pin a model.
Limited:
Not offered: no task-category-to-model routing rules documented.
Conditional:
Admins set workspace and channel defaults; individual threads can switch models.
Limited:
Not offered: admins control feature availability, not task-to-model routing rules.
Separate coding policies
Supported:
Separate conversation and coding routing policies.
Limited:
Not offered: Cursor team rules and privacy settings apply to Bots; no separate coding model policy documented.
Limited:
Not offered: admins choose permitted Claude models per scope; no separate coding policy documented.
Limited:
Not offered: one Claude experience spans chat and coding work; no separate coding model policy documented.
Bring your own keys
Conditional:
Bring your own provider keys as part of an enterprise setup.
Limited:
Credentials connect third-party tool APIs; no customer AI provider keys documented.
Limited:
Not offered: Claude uses admin-provided tool accounts with credentials kept out of the sandbox; no customer model keys documented.
Limited:
Not offered: runs on Anthropic-managed credentials; no customer provider keys documented.
Bring your own gateway
Supported:
OpenRouter and Vercel AI Gateway.
Limited:
Not offered: no bring-your-own AI gateway documented.
Limited:
Not offered: no bring-your-own model gateway documented.
Limited:
Not offered: no bring-your-own AI gateway documented.
Security & governance
Single sign-on
Conditional:
SAML single sign-on for enterprise.
Conditional:
Members sign in with their Cursor account, so existing Cursor SSO and team membership apply.
Conditional:
Claude Team and Enterprise organizations support SAML SSO and JIT provisioning via WorkOS.
Conditional:
Claude Team and Enterprise organizations support SAML SSO and JIT provisioning via WorkOS.
Audit & activity visibility
Conditional:
Access, agent activity, and tool usage for enterprise review.
Conditional:
Advanced audit controls ship on Enterprise plans; Grok Bot-specific audit coverage not documented.
Conditional:
Documented activity trails; review your required audit scope.
Conditional:
Admins can monitor Cowork activity via OpenTelemetry; Cowork activity is not yet in the Compliance API.
Human approvals
Conditional:
Action-specific permissions and contact controls on every channel; explicit approval gates not documented.
Supported:
Require Approval rules and Auto Review evaluate tool calls and computer actions; passwords and 2FA use human takeover.
Conditional:
Every action passes a permission checker; admins pre-approve action types per scope with auto-mode allow rules.
Conditional:
Per-task permission approvals; admins control auto-approve mode and connector-tool always-allow.
Usage visibility & budgets
Supported:
Usage visibility and per-agent credit budgets.
Conditional:
Pooled billing with weekly usage allowances on premium seats; per-Bot budget controls not documented.
Supported:
Monthly organization usage limit; DMs use personal accounts separately.
Conditional:
Usage analytics for admins on Team and Enterprise plans.
Pricing & rollout
Billing model
Supported:
Free plan with $10 in credits every month; paid plans from $20/month. $1 = 100 credits; top-ups available.
Conditional:
Individual access via SuperGrok Heavy or Cursor Ultra; self-serve teams use premium seats with usage allowances; Enterprise is rolling out.
Conditional:
Channel work draws from the organization’s usage balance.
Conditional:
Available through paid Pro, Max, Team, or Enterprise plans.
Seat pricing
Supported:
Unlimited builders and viewers in your organization.
Conditional:
Team seat management and consolidated billing on paid plans.
Conditional:
Channel usage is not charged against individual seats; account eligibility still applies.
Limited:
Per-seat pricing: Team standard seats $20/seat/mo billed annually ($25 monthly); Premium $100; Enterprise custom.
Published by Vybe from public product documentation, reviewed October 5, 2026. “Not verified” means our sources didn’t confirm it, not that the feature is missing. Confirm what matters with each provider.