Vybe vs Retool vs Viktor vs Zapier

Specialized coworkers with their own responsibilities and tools.

Earlier record: Workflows only. Workflow agents only, no autonomous operation. Not reverified.

An AI coworker that works across business tools.

Zapier Agents can act independently or respond in chat.

Shared conversations and Slack threads with people and AI.

Not verified in this review

Workspace members can work with Viktor in channels and DMs.

Shared agents, folders, and pods.

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

Earlier record: Not supported. No multi-channel messaging. Not reverified.

Slack and Microsoft Teams.

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.

Not verified in this review

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

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

Persistent memory, company knowledge, and reusable skills.

Earlier record: Not supported. No persistent memory. Not reverified.

Workspace-scoped skills and memory.

Connected knowledge sources; persistent learned memory not verified here.

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

Earlier record: Paid/run. Paid per workflow run. Not reverified.

Recurring tasks and proactive automations.

Agents run from configured triggers and instructions.

Hosted browser with persistent sessions; browser service required.

Earlier record: Not supported. No browser automation. Not reverified.

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

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

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

Earlier record: Not supported. No meeting capabilities. Not reverified.

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

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

Prebuilt connectors and custom integrations.

Earlier record: Supported. Not reverified.

3,200+ business-tool integrations advertised.

Thousands of connected apps and actions.

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

Not verified in this review

Build and deploy internal apps connected to business tools.

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

Private, individual, and organization-wide app sharing.

Earlier record: Supported. Not reverified.

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

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.

Earlier record: Partial support. Not reverified.

Not offered: enterprise access is role-based (RBAC); no per-row data permissions documented.

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.

Earlier record: Supported. Not reverified.

Not offered: tools connect through cloud integrations and per-user OAuth; 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.

Not verified in this review

Choice across OpenAI, Anthropic, and Google.

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

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

Not verified in this review

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

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 verified in this review

Workspace defaults and individual scheduled-task settings.

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

Separate conversation and coding routing policies.

Not verified in this review

Not offered: model governance is workspace-wide with per-task presets; 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.

Not verified in this review

Not offered: model providers run under Viktor-managed agreements; tool credentials are per-user OAuth handled by the Viktor gateway.

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

OpenRouter and Vercel AI Gateway.

Not verified in this review

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

Not offered: bring-your-own-key connects provider accounts directly; no custom gateway or proxy endpoint documented.

SAML single sign-on for enterprise.

Earlier record: Supported. Not reverified.

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

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

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

Earlier record: Supported. Not reverified.

Enterprise audit logging; confirm required event coverage.

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.

Not verified in this review

Sensitive actions can wait for explicit approval in chat.

Approval steps can be added to agent instructions.

Usage visibility and per-agent credit budgets.

Not verified in this review

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

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.

Not verified in this review

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

Workflows use tasks; Agents has activity-based plans.

Unlimited builders and viewers in your organization.

Earlier record: $10-50/seat. $10-50/builder + $5-15/end user per month. Not reverified.

No per-seat licenses; credits reflect model usage.

User allowances depend on the selected plan and product.