Vybe
Teams that want to delegate ongoing work, build their own internal tools, and control model choice in the same workspace.
Get startedCompare different approaches to agents, automation, and internal tools. See how the products compare across collaboration, model control, governance, and cost.
Teams that want to delegate ongoing work, build their own internal tools, and control model choice in the same workspace.
Get startedThis comparison predates the current review. Confirm capabilities and pricing with the provider before making a decision.
See the detailsThis comparison predates the current review. Confirm capabilities and pricing with the provider before making a decision.
See the detailsTeams building reusable agents and workflows with shared skills, evaluations, and detailed organization controls.
See the detailsThis view includes earlier records that have not been reverified. Treat those columns as historical reference, not current product guidance.
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| 25 CRITERIA | Vybe | Superblocks | Airtable | Gumloop |
|---|---|---|---|---|
| Agents & collaboration | ||||
| AI coworkersHow you delegate work and give agents responsibilities. | Supported Specialized coworkers with their own responsibilities and tools. | Not verified Earlier record: Builds only. Clark AI builds apps but doesn't operate autonomously. Not reverified. | Not verified Earlier record: Automations. Automations and scripting, not autonomous agents. Not reverified. | Supported Reusable agents with skills and tool access. |
| Team collaborationWhere people can work with the same agent and its outputs. | Supported Shared conversations and Slack threads with people and AI. | Not verified Not verified in this review | Not verified Not verified in this review | Supported Shared agents with owner, editor, viewer, and use-only access. |
| Communication channelsThe surfaces where your team interacts with AI. | Conditional In-app chat, Slack, and email; other channels require setup. | Not verified Earlier record: Not supported. No multi-channel messaging. Not reverified. | Not verified Earlier record: Not supported. No multi-channel messaging. Not reverified. | Supported Web chat, Slack, and API access to shared agents. |
| Agent handoffsDelegating work between specialized agents. | Supported Delegate work to other AI coworkers. | Not verified Not verified in this review | Not verified Not verified in this review | Supported Agents can hand tasks to other agents. |
| Persistent memory & skillsContext and reusable instructions that survive a single task. | Supported Persistent memory, company knowledge, and reusable skills. | Not verified Earlier record: Enterprise. Clark Memory — Enterprise plan only. Not reverified. | Not verified Earlier record: Not supported. No persistent memory. Not reverified. | Supported Reusable skills and playbooks that evolve with use. |
| Automation & tools | ||||
| Schedules & triggersRecurring work and event-driven execution. | Supported Schedules, events, and follow-ups with run history. | Not verified Earlier record: Enterprise. Enterprise plan only. Not reverified. | Not verified Earlier record: Pro+. Automations on Pro+ plans. Not reverified. | Supported Recurring or one-time scheduled runs plus event triggers from Gmail, Slack, Teams, and more. |
| Browser automationWorking with websites beyond their APIs. | Conditional Hosted browser with persistent sessions; browser service required. | Not verified Earlier record: Not supported. No browser automation. Not reverified. | Not verified Earlier record: Not supported. No browser automation. Not reverified. | Supported Interactive browser automation via the Website Scraper's Web Agent mode, an AI browsing node, and the Chrome extension. |
| Meeting intelligenceRecording, transcripts, and meeting follow-through. | Conditional Supported meeting recording, transcripts, and follow-up; meeting service required. | Not verified Earlier record: Not supported. No meeting capabilities. Not reverified. | Not verified Earlier record: Not supported. No meeting capabilities. Not reverified. | Conditional No native recording or transcription; meeting work centers on Gumball pre-meeting briefs from a connected calendar. |
| IntegrationsConnecting business tools and company data. | Supported Prebuilt connectors and custom integrations. | Not verified Earlier record: 50+. Growing but limited compared to Vybe. Not reverified. | Not verified Earlier record: Supported. Not reverified. | Supported Connectors, shared credentials, and MCP support. |
| Apps & infrastructure | ||||
| Custom app buildingCreating interactive tools for people and agents. | Supported Build apps with AI, inspect code, and iterate in a live preview. | Not verified Not verified in this review | Not verified Not verified in this review | Limited Not offered as a business-app builder: the platform ships agents, workflows, and hosted agent pages. |
| Internal publishingSharing tools and outputs inside your organization. | Supported Private, individual, and organization-wide app sharing. | Not verified Earlier record: Supported. Not reverified. | Not verified Earlier record: Supported. Not reverified. | Supported Hosted agent pages on gumloopagents.com with sign-in and role-based access. |
| Row-level permissionsAccess enforced per database row or record. | Conditional Role-based access for owners, admins, editors, and members, with apps kept private, shared, or organization-wide. | Not verified Earlier record: Enterprise RBAC. RBAC on Enterprise plan. Not reverified. | Not verified Earlier record: Partial support. Not reverified. | Limited Not offered: access control uses organization and team roles plus custom feature roles, not per-row data permissions. |
| Private resources & SSHConnecting resources that are not publicly accessible. | Conditional SSH tunnels and custom connections for private resources. | Not verified Earlier record: Not supported. VPC deployment available on Enterprise. Not reverified. | Not verified Earlier record: Not supported. Not reverified. | Limited Not offered: tools connect through cloud connectors, MCP, and webhooks; no private-network or SSH access documented. |
| Models & cost control | ||||
| Model choiceWhich AI providers and models your team can use. | Supported 22 models across nine providers. | Not verified Not verified in this review | Not verified Not verified in this review | Supported 35+ models advertised. |
| Automatic model routingSelecting a model based on the work being done. | Supported Auto routes tasks to Cheap, Balanced, or Smart tiers. | Not verified Not verified in this review | Not verified Not verified in this review | Supported Auto picks the model for each agent message, with mid-run escalation and fallbacks. |
| Custom routing rulesMapping task categories to models or capability tiers. | Supported Choose tier models, map task categories, or pin a model. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Admins restrict models, pin per-agent presets, and set fallbacks; task-category mapping not offered. |
| Separate coding policiesIndependent model policies for conversations and coding. | Supported Separate conversation and coding routing policies. | Not verified Not verified in this review | Not verified Not verified in this review | Limited Not offered: AI model governance restricts and pins models platform-wide; no separate coding policy documented. |
| Bring your own keysUsing your own AI provider credentials. | Conditional Bring your own provider keys as part of an enterprise setup. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional BYOK on Pro and above; organization-wide keys on Enterprise. |
| Bring your own gatewayConnecting an existing AI gateway or model proxy. | Supported OpenRouter and Vercel AI Gateway. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Provider proxy URL, custom headers, and model name mapping per provider on Enterprise. |
| Security & governance | ||||
| Single sign-onIdentity-provider integration and organizational sign-in. | Conditional SAML single sign-on for enterprise. | Not verified Earlier record: Enterprise. Enterprise plan only (SSO/SAML/OIDC). Not reverified. | Not verified Earlier record: Partial support. Enterprise plans. Not reverified. | Conditional SAML SSO and SCIM for enterprise identity. |
| Audit & activity visibilityUnderstanding who did what, with which tools. | Conditional Access, agent activity, and tool usage for enterprise review. | Not verified Earlier record: Enterprise. Enterprise plan only. Not reverified. | Not verified Earlier record: Supported. Not reverified. | Supported Agent activity, tool-call tracking, and analytics. |
| Human approvalsReviewing sensitive actions before execution. | Not verified Not verified in this review | Not verified Not verified in this review | Not verified Not verified in this review | Supported App guardrails, spending approvals, and scoped policies. |
| Usage visibility & budgetsTracking consumption and controlling spend. | Supported Usage visibility and per-agent credit budgets. | Not verified Not verified in this review | Not verified Not verified in this review | Supported Spend caps by agent, team, or organization. |
| Pricing & rollout | ||||
| Billing modelWhat you pay for as usage grows. | Supported Credits from $50/month. $1 = 100 credits; top-ups available. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Pro starts at $37/month; credits and an orchestration fee apply. |
| Seat pricingWhether bringing more people into the workspace adds a seat charge. | Supported Unlimited builders and viewers in your organization. | Not verified Earlier record: $49-80/seat. $49-80 per AI builder/month. Not reverified. | Not verified Earlier record: $20-45/seat. $20-45 per seat/month. Not reverified. | Supported Unlimited seats listed on Pro and Enterprise. |
Published by Vybe. The five current comparisons use linked public product documentation, reviewed September 23, 2026. Capabilities can depend on plan, region, configuration, or rollout. “Not verified” means we haven’t established support from the sources in this review; it does not mean a feature is unavailable.
We compare the named product, not every product its company sells. Earlier comparisons are labeled separately. For a buying decision, confirm the details that matter with each provider.
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