The team does not want to build agents
Gumloop agents can be shared broadly in Slack, Microsoft Teams, Gmail, and Gumloop itself, but someone still has to create and govern them. Dash starts with one ready generalist the whole team can ask.
Updated August 21, 2026
Gumloop now combines agent building, Company Brain, skills, evaluations, governance, more than 300 connectors, and sharing through Slack, Microsoft Teams, and Gmail. That breadth is useful, but some teams need one ready generalist, a larger automation ecosystem, self-hosting, or a more enterprise-specific platform.
Why teams look elsewhere
Gumloop agents can be shared broadly in Slack, Microsoft Teams, Gmail, and Gumloop itself, but someone still has to create and govern them. Dash starts with one ready generalist the whole team can ask.
Self-hosting, code steps, execution logs, custom nodes, and versioned workflows can matter more than a polished managed agent layer.
Zapier offers a larger published app catalog, while Microsoft can be a better fit when identity, data, and deployment already center on its stack.
Gumloop combines included credits with an orchestration fee. Flat team pricing, execution pricing, activity limits, or sales-led contracts may model better for a particular workload.
The full list
Dash ranks first for a team that wants to delegate instead of build. The rest favor app breadth, self-hosted automation, personal coworkers, enterprise governance, multi-agent systems, or managed flexibility.
Best for: One shared operator in Slack or Microsoft Teams
Dash removes the builder step. Teammates ask for work in chat, Dash uses connected systems and workspace memory, and risky actions pause for approval before the result returns to the group.
Watch for: Dash offers fewer controls for designing a fleet of specialized agents. It is strongest when the team wants one teammate rather than an agent platform.
Pricing snapshot
$100 in free credits; Team is $50 per month for the whole workspace.
Dash pricing Compare Dash and GumloopBest for: Agentic workflows across a very large app ecosystem
AI by Zapier combines reasoning and tool calls with deterministic Zap steps across more than 9,000 apps. It is a natural fit for organizations that already own automation in Zapier.
Watch for: A builder still defines the trigger, AI step, model tier, tools, approvals, and surrounding workflow. Agentic runs draw from the shared task pool.
Pricing snapshot
AI by Zapier is included on paid Zapier plans. Professional starts at $19.99 per month and Team at $69; AI steps and tool calls use shared tasks at model-based multipliers.
Zapier pricing Compare Dash and Zapier AgentsBest for: Technical teams that want workflow depth and self-hosting
n8n combines a visual editor, AI features, code, custom nodes, execution history, and a self-hosted Community Edition. Cloud plans include unlimited users and workflows.
Watch for: It is an automation system that a technical owner must design and operate, not a ready shared coworker for the whole company.
Pricing snapshot
Cloud Starter is 20 euros per month billed annually for 2,500 executions. Pro is 50 euros for 10,000 executions. Community Edition is self-hosted.
n8n pricingBest for: AI coworkers across Slack, inbox, meetings, and calendar
Lindy brings AI coworkers into Slack and personal work surfaces, with persistent context, approvals, model choice, skills, and 1,000+ integrations.
Watch for: Pricing is per paid user and credits. Costs can rise as a Slack rollout expands across the workspace.
Pricing snapshot
Plus is $29.99 per user monthly with 3,000 credits. Pro is $99.99, Max is $199.99, and Enterprise pricing is custom.
Lindy pricing Compare Dash and LindyBest for: Governed agents inside the Microsoft ecosystem
Copilot Studio lets organizations create conversational and autonomous agents, connect business data, and publish them across Microsoft channels.
Watch for: Credit licensing and Microsoft platform dependencies require careful capacity planning before a broad rollout.
Pricing snapshot
A pack of 25,000 Copilot Credits costs $200 per month. Pay-as-you-go billing is also available.
Copilot Studio pricingBest for: Coordinated workforces of specialized agents
Relevance AI is built around agents, tools, and multi-agent workforces with scheduling, evaluation, escalations, and managed deployment.
Watch for: It is another agent operating platform rather than a shortcut around platform ownership, and current pricing is sales-led.
Pricing snapshot
Relevance AI currently directs buyers to its sales team for platform pricing.
Relevance AI pricingBest for: Managed agents with browser, code, integrations, and apps
Tasklet offers configurable hosted agents that can browse, run code, respond to events, use integrations, and build lightweight internal apps.
Watch for: Credit consumption varies with model intelligence, tool use, and run length, so recurring workloads need realistic testing.
Pricing snapshot
Starter is $25 per month, Pro is $100, and Custom starts at $250. A limited free plan is available.
Tasklet pricing Compare Dash and TaskletHow we researched this guide
We checked official product, documentation, and pricing pages on August 21, 2026. This guide reflects Gumloop's current 20,000-credit Pro plan, 8 percent orchestration fee, Company Brain, and agent sharing through Slack, Microsoft Teams, and Gmail.
Dash is our product and ranks first for one ready generalist with a shared identity in Slack or Microsoft Teams. Gumloop remains the stronger fit when the buyer explicitly wants to build, share, evaluate, optimize, and govern many custom agents.
FAQ
Dash is the simplest choice here when the team wants one shared operator in Slack or Microsoft Teams. Lindy is another strong managed option when personal inbox, meeting, and calendar work also matters.
n8n offers a self-hosted Community Edition and paid self-hosted business options. That control also makes the team responsible for infrastructure, upgrades, security, and workflow ownership.
Zapier advertises more than 9,000 apps for its platform, compared with Gumloop's published catalog of more than 300 connectors.
Usually not immediately. Keep reliable agents and test alternatives on work that fits another operating model, such as open-ended shared requests, a self-hosting requirement, or workloads with a different cost profile.
$100 in free Dash credits. No credit card. One workspace plan covers the whole team.