Vybe vs Viktor vs Grok Team Bots vs OpenAI Dots

Specialized coworkers with their own responsibilities and tools.

An AI coworker that works across business tools.

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

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.

Workspace members can work with Viktor in channels and DMs.

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

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.

Slack and Microsoft Teams.

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

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

Delegate work to other AI coworkers.

External agents can delegate work to Viktor through its MCP server and public API; internal multi-agent handoffs not documented.

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

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.

Workspace-scoped skills and memory.

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

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

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

Recurring tasks and proactive automations.

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

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.

Works the web directly: logs in, clicks through pages, fills forms, and pulls data from real sites.

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

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.

Meeting follow-through runs through connected meeting tools like Symbl.ai, Fireflies, or Gong; native recording and transcription not documented.

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

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

Prebuilt connectors and custom integrations.

3,200+ business-tool integrations advertised.

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

Connects to 4,000+ apps through plugins.

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

Build and deploy internal apps connected to business tools.

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

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.

Viktor Pages share finished documents and dashboards at links; Viktor Spaces are internal tools your team signs into.

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

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.

Not offered: enterprise access is role-based (RBAC); 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 governed by ChatGPT plan permission rules; no per-row data permissions documented.

SSH tunnels and custom connections for private resources.

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

29 models across 11 providers.

Choice across OpenAI, Anthropic, and Google.

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

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.

Workspace model and task-level cost presets; automatic category routing not verified.

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

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.

Workspace defaults and individual scheduled-task settings.

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

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

Separate conversation and coding routing policies.

Not offered: model governance is workspace-wide with per-task presets; no separate coding policy documented.

Not offered: Cursor team rules and privacy settings apply to Bots; no separate coding model 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 offered: model providers run under Viktor-managed agreements; tool credentials are per-user OAuth handled by the Viktor gateway.

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

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

OpenRouter and Vercel AI Gateway.

Not offered: models run through the Viktor-managed stack; no bring-your-own gateway documented.

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

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

SAML single sign-on for enterprise.

SAML SSO via Okta, Entra ID, Google Workspace, OneLogin, or any SAML 2.0 IdP.

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

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.

Enterprise audit logging; confirm required event coverage.

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

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.

Sensitive actions can wait for explicit approval in chat.

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

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

Usage visibility and per-agent credit budgets.

Auto-topups with monthly spend caps; per-user spend caps on Enterprise.

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

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.

Credit-based plans from $50/month, with trial credits.

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

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.

No per-seat licenses; credits reflect model usage.

Team seat management and consolidated billing on paid plans.

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