Vybe vs Grok Team Bots vs Gumloop vs Zapier

Specialized coworkers with their own responsibilities and tools.

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

Reusable agents with skills and tool access.

Zapier Agents can act independently or respond in chat.

Shared conversations and Slack threads with people and AI.

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

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

Shared agents, folders, and pods.

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

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

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

Agents chat on the web and run from app triggers; Slack and Teams touchpoints run through Zap triggers and actions.

Delegate work to other AI coworkers.

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

Agents can hand tasks to other agents.

Not offered: work runs inside a single agent or AI step; no delegation between specialized agents documented.

Persistent memory, company knowledge, and reusable skills.

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

Reusable skills and playbooks that evolve with use.

Connected knowledge sources; persistent learned memory not verified here.

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

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

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

Agents run from configured triggers and instructions.

Hosted browser with persistent sessions; browser service required.

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

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

Not offered: agents act through app actions and tools; no controlled-browser capability documented.

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

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

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

Not offered: meeting tools connect through Zaps; no native meeting recording or transcription documented.

Prebuilt connectors and custom integrations.

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

Connectors, shared credentials, and MCP support.

Thousands of connected apps and actions.

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

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

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

Forms and Tables alongside workflows; a different app-building approach.

Private, individual, and organization-wide app sharing.

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

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

Forms and Tables sharing varies by product and plan.

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

Not offered: access follows connector permissions such as permission-aware Google Drive; 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: Tables sharing uses per-table and per-view roles (Owner, Editor, View only), not per-row permissions.

SSH tunnels and custom connections for private resources.

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

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

Not offered: a cloud platform connecting through prebuilt app integrations and webhooks; no private-network or SSH access documented.

29 models across 11 providers.

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

35+ models advertised.

Agents uses a managed model; workflow AI integrations are separate.

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

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

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

Model tiers (Standard, Advanced, Premium) selected per step with an Auto default; automatic task-category routing not 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.

Manual tier and model selection per step; task-category routing rules not offered.

Separate conversation and coding routing policies.

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

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

Not offered: one model policy per step; no separate coding policy documented.

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

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

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

Bring Your Own Model connects organization AI provider accounts on Enterprise.

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: bring-your-own-key connects provider accounts directly; no custom gateway or proxy endpoint documented.

SAML single sign-on for enterprise.

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

SAML SSO and SCIM for enterprise identity.

SAML SSO on Team and Enterprise plans, with SCIM provisioning on Enterprise.

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

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

Agent activity, tool-call tracking, and analytics.

Agent activity can be reviewed; audit coverage depends on product and plan.

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

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

App guardrails, spending approvals, and scoped policies.

Approval steps can be added to agent instructions.

Usage visibility and per-agent credit budgets.

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

Spend caps by agent, team, or organization.

In-app plan usage views and Enterprise usage alerts.

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

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

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

Workflows use tasks; Agents has activity-based plans.

Unlimited builders and viewers in your organization.

Team seat management and consolidated billing on paid plans.

Unlimited seats listed on Pro and Enterprise.

User allowances depend on the selected plan and product.