Gumloop vs Viktor

Gumloop

• Teams that want non-engineers to build their own agents
• Companies that prefer unlimited seats on one shared credit pool
• Agents that answer in Slack or Microsoft Teams

Viktor

• Teams that already work in Slack or Microsoft Teams
• Recurring reports pulled from ads, billing and CRM tools
• Small companies that want internal tools built without engineers

Gumloop

• There is no free plan: new accounts get a one-time 14-day Pro trial that requires a card and converts to paid unless canceled.
• Pro credits do not roll over, and agents stop at 20,000 credits a month unless pay-as-you-go is switched on.
• Bringing your own model API key removes token costs but raises the orchestration fee from 8% to 16%.
• Role-based access control, SCIM and SAML, audit logs, the admin dashboard and data exports are limited to Enterprise.

Viktor

• Viktor is used through Slack or Microsoft Teams; its site lists no standalone desktop or mobile app.
• The free allowance is a one-time $100 in credits rather than a recurring free plan.
• Everything runs on workspace credits, including scheduled automations, so frequent jobs raise the monthly cost.
• Per-user spend caps, invoicing and custom billing terms are reserved for Enterprise.

Gumloop

Agents on your tools and data

Agents work across more than 300 connectors and shared company knowledge, with a choice of 35+ models or your own model API keys.

Triggers, schedules and API

App triggers and recurring schedules start agents automatically, and a REST API can run them from other systems.

Skills

Agents write reusable playbooks called skills, which can be shared across a team and synced with GitHub.

Slack, Teams and Gmail

Agents can be @mentioned in Slack channels and threads, brought into Microsoft Teams chats and channels, and used to draft and triage mail in Gmail.

Sharing and permissions

An agent built by one person can be shared with an individual, a team or the whole organization at owner, editor, viewer or use-only level.

Usage-based credits

Model tokens, compute and paid tool calls are billed at list price in credits worth $0.005 each, plus an 8% orchestration fee, or 16% when you bring your own model keys.

Viktor

Lives in Slack and Microsoft Teams

Installed from the Slack App Directory or Microsoft Teams and addressed in threads and mentions like a colleague, so everyone on the team can work with it.

Connections to 3,200+ tools

27 native integrations with full read and write access, including Stripe, GitHub, Linear and Notion, plus more than 3,200 tools through managed connectors.

Finished deliverables

Queries connected tools, analyzes the data and hands back outputs such as PDFs, spreadsheets, reports and dashboards rather than instructions.

Scheduled tasks

Recurring work, such as a weekly revenue dashboard or a morning metrics summary, runs on a schedule. Scheduled automations use credits each time they run.

Web apps and code

Builds and deploys internal tools as web apps with a database, auth and hosting, and can clone a repository, write a fix on a branch and open a pull request.

Approvals and activity log

Sensitive actions wait for a person's approval before they run, and Viktor posts back what changed, with its activity logged.

Gumloop

• Pro$37

  per month, including 20,000 credits

  Unlimited seats, teams and agents, 35+ models, your own API keys, email support, and optional pay-as-you-go overage at $0.005 a credit.

• EnterpriseCustom

  Custom credits, role-based access control, SCIM and SAML, audit logs, org-wide connector policies, optional virtual private cloud and Slack support.

Viktor

• Free$0

  Up to $100 in one-time credits with every feature and integration and no credit card. Once they are used up, a paid plan is needed.

• TeamFrom $50

  per month, for 20,000 shared credits

  One workspace price with no per-seat charge. Larger tiers include 40,000 credits for $100 and 80,000 for $200; unused credits roll over for one month.

• EnterpriseCustom

  Everything in Team, plus per-user spend caps, volume credit pricing, invoicing and custom billing terms, a DPA and dedicated onboarding.

Gumloop

No public discounts listed.

Viktor

• Nonprofit

  15% off for registered nonprofits

  Viktor's pricing FAQ says registered nonprofits get 15% off every monthly plan for good, after applying with an EIN or registry number.