Vybe vs OpenAI Dots vs Gumloop vs Grok Team Bots

Specialized coworkers with their own responsibilities and tools.

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.

Reusable agents with skills and tool access.

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

Shared conversations and Slack threads with people and AI.

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

Shared agents with owner, editor, viewer, and use-only access.

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

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

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

Web chat, Slack, and API access to shared agents.

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

Delegate work to other AI coworkers.

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

Agents can hand tasks to other agents.

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

Persistent memory, company knowledge, and reusable skills.

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

Reusable skills and playbooks that evolve with use.

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

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

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.

Recurring or one-time scheduled runs plus event triggers from Gmail, Slack, Teams, and more.

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

Hosted browser with persistent sessions; browser service required.

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.

Interactive browser automation via the Website Scraper's Web Agent mode, an AI browsing node, and the Chrome extension.

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

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

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

No native recording or transcription; meeting work centers on Gumball pre-meeting briefs from a connected calendar.

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

Prebuilt connectors and custom integrations.

Connects to 4,000+ apps through plugins.

Connectors, shared credentials, and MCP support.

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

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

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

Not offered as a business-app builder: the platform ships agents, workflows, and hosted agent pages.

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

Private, individual, and organization-wide app sharing.

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

Hosted agent pages on gumloopagents.com with sign-in and role-based access.

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

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

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

Not offered: access control uses organization and team roles plus custom feature roles, not per-row data permissions.

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

SSH tunnels and custom connections for private resources.

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

Not offered: tools connect through cloud connectors, MCP, and webhooks; no private-network or SSH access documented.

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

29 models across 11 providers.

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

35+ models advertised.

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

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

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

Auto picks the model for each agent message, with mid-run escalation and fallbacks.

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

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

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

Admins restrict models, pin per-agent presets, and set fallbacks; task-category mapping not offered.

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

Separate conversation and coding routing policies.

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

Not offered: AI model governance restricts and pins models platform-wide; no separate coding policy documented.

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

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

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

BYOK on Pro and above; organization-wide keys on Enterprise.

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

OpenRouter and Vercel AI Gateway.

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

Provider proxy URL, custom headers, and model name mapping per provider on Enterprise.

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

SAML single sign-on for enterprise.

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

SAML SSO and SCIM for enterprise identity.

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

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

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

Agent activity, tool-call tracking, and analytics.

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

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

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

App guardrails, spending approvals, and scoped policies.

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

Usage visibility and per-agent credit budgets.

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

Spend caps by agent, team, or organization.

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

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

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

Pro starts at $37/month; credits and an orchestration fee apply.

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

Unlimited builders and viewers in your organization.

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

Unlimited seats listed on Pro and Enterprise.

Team seat management and consolidated billing on paid plans.