Vybe vs Viktor vs Claude Cowork

Specialized coworkers with their own responsibilities and tools.

An AI coworker that works across business tools.

Claude handles tasks in a working session.

Shared conversations and Slack threads with people and AI.

Workspace members can work with Viktor in channels and DMs.

Personal working sessions. Shared Slack-channel work is handled by the separate Claude Tag product.

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

Slack and Microsoft Teams.

Desktop, web, and mobile; availability depends on plan and rollout.

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.

Task dispatch routes development work to Claude Code sessions; knowledge work runs in Cowork.

Persistent memory, company knowledge, and reusable skills.

Workspace-scoped skills and memory.

Role-based plugins, skills, and connected tools.

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

Recurring tasks and proactive automations.

Cloud tasks can run while devices are offline; local sessions use your computer.

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.

Built-in browser or Claude in Chrome, subject to admin controls.

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: sessions work with files, the web, and connected tools; no meeting recording or transcription documented.

Prebuilt connectors and custom integrations.

3,200+ business-tool integrations advertised.

Connectors for Slack, Google Workspace, Microsoft 365, and other tools.

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

Build and deploy internal apps connected to business tools.

Works with files in a chosen folder; 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: outputs are documents, files, and deliverables in your Claude account; 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 is account- and admin-scoped; 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.

Not offered: cloud sessions reach tools through connectors and MCP; no private-network or SSH access documented.

22 models across nine providers.

Choice across OpenAI, Anthropic, and Google.

Claude product experience, rather than a cross-provider model catalog.

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

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

Not offered: runs on Claude models 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: admins control feature availability, not task-to-model routing rules.

Separate conversation and coding routing policies.

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

Not offered: one Claude experience spans chat and coding work; no separate coding model 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.

Not offered: runs on Anthropic-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.

SAML single sign-on for enterprise.

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

Claude Team and Enterprise organizations support SAML SSO and JIT provisioning via WorkOS.

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

Enterprise audit logging; confirm required event coverage.

Admins can monitor Cowork activity via OpenTelemetry; Cowork activity is not yet in the Compliance API.

Not verified in this review

Sensitive actions can wait for explicit approval in chat.

Per-task permission approvals; admins control auto-approve mode and connector-tool always-allow.

Usage visibility and per-agent credit budgets.

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

Usage analytics for admins on Team and Enterprise plans.

Credits from $50/month. $1 = 100 credits; top-ups available.

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

Available through paid Pro, Max, Team, or Enterprise plans.

Unlimited builders and viewers in your organization.

No per-seat licenses; credits reflect model usage.

Per-seat pricing: Team standard seats $20/seat/mo billed annually ($25 monthly); Premium $100; Enterprise custom.