Lindy vs Gumloop vs Zapier Agents: Best No-Code AI Agent Builder for Non-Developers in 2026

In 2026, non-developers are comparing AI agent builders because persistent teammates that read, write, and approve work have replaced simple trigger-based automation. Teams want to delegate meeting notes, inbox replies, and data lookups without writing code. This comparison is based on the vendors’ own pricing pages, documentation, and published material as of September 29, 2026 — we did not run any of these tools hands-on.

How This Guide Was Built

This guide was built from desk research using each vendor’s public pricing and documentation fetched on September 29, 2026, with no hands-on testing performed. We compiled facts only from those sources, such as Lindy pricing and Gumloop docs, to keep the comparison verifiable.

Lindy pools credits by job size and delivers in Slack

Lindy pools credits by job size and delivers in Slack according to its pricing page, with the Plus tier at $29.99/user/month supplying 3,000 pooled credits that refresh each cycle and pause actions when low (Lindy pricing). Delivery occurs through Slack threads, iMessage, and a Chrome extension.

Lindy’s paid tiers are Plus at $29.99/user/month (3,000 credits), Pro at $99.99/user/month (15,000 credits), and Max at $199.99/user/month (35,000 credits), with Enterprise custom (Lindy pricing). Credits pool across every seat, refresh each billing cycle, and do not roll over. If the pool runs low, Lindy pauses credit-using actions instead of issuing a surprise bill, and admins can set per-seat allocations.

Credit cost bands are tiered by job size: Everyday asks 2–250 credits, Deep work 250–1,000, and Big builds 1,000–2,500 (Lindy documentation). The delivery surface is Slack-native with threads and @mentions, plus iMessage and a Chrome extension. Lindy lists 40+ skills and custom skills, scheduled routines (Lindy documentation), persistent workspace memory (Lindy documentation), meeting recording and notes, a shared meeting library, and inbox management for up to 5 inboxes that drafts replies in your voice. Integrations exceed 1,000 plus MCPs (Lindy documentation). Approvals are built in: actions with outside impact wait for approval; read-only lookups do not.

Security documentation cites SOC 2 Type II and GDPR, with Enterprise adding SSO, audit logs, and HIPAA with a signed BAA (Lindy documentation). Docs also mention HIPAA and PIPEDA, encryption in transit and at rest, and that data is never sold or used to train models. Secondary sources conflict on a 400-credit free plan; the live page shows none, and third-party voice calls at ~$0.19/minute plus $10/month per number are not vendor-confirmed.

Our Lindy review for 2026 covers these points in more depth.

Gumloop charges credits plus an 8% orchestration fee

Gumloop charges credits plus an 8% orchestration fee as shown on its pricing page, with the Pro plan at $37/month including 20,000 credits and unlimited agents (Gumloop pricing). The visual builder and Company Brain deliver agents through a browser interface and Slack use cases.

Gumloop’s live page shows only Pro and Enterprise; no free tier is shown, though historical reports cite 2,000 or 5,000 credits/month as unverified (Gumloop pricing). Pro includes unlimited agents, 35+ models, bring-your-own API keys, unlimited seats and teams, shared credentials, 1 MCP server hosting, 5 concurrent workflow runs, 25 concurrent agent chats, AI spend insights, a usage-analytics agent, Gumloop University (Gumloop docs), and email support. Enterprise adds org-wide connector policies, custom data retention, SAML/SCIM, RBAC, audit logs, admin dashboard, dedicated Slack support, optional Virtual Private Cloud, and an embedded expert.

Products include Agents (Gumloop docs), Company Brain that connects drives, files, and repos into a searchable index (Gumloop Company Brain), Model Router that auto-picks per task (Gumloop Model Router), Gumball inbox/meeting sidekick (Gumball), REST API, Python and JavaScript SDKs, CLI, and MCP. The company raised a $50M Series B led by Benchmark (Gumloop Series B). Positioned as building AI agents that use your tools and data with no code.

For a deeper look, see our Gumloop review 2026.

Zapier Agents bills tasks and connects 9,000+ apps

Zapier Agents bills tasks and connects 9,000+ apps per its product page, with the Professional plan starting at $19.99/month and task-based pricing detailed on the rates page (Zapier Agents pricing). Delivery runs through the agent builder, Chrome extension, and templates like Meeting Prep.

Zapier Agents pricing lists Free at $0/month (100 tasks/month, unlimited Zaps, Tables and Forms, two-step Zaps, Copilot), Professional from $19.99/month (multi-step Zaps, unlimited premium apps, webhooks, email + live chat, AI fields), Team from $69/month (25 users, shared folders, SAML SSO), and Enterprise custom (Zapier Agents). Consumption is tasks/activities; AI steps, code, and SDK follow the same task model, with exact per-activity rates on Zapier’s rates page. Zapier states it is trusted by 3.4 million companies.

The product lets you build agents with Copilot, monitor activity, chat, and work on the web via Chrome extension. Templates include Meeting Prep, Enterprise Lead Qualification, Viral Content Creator, Zendesk Ticket, Lead Enrichment, IT Helpdesk Slack Responder, Support Email, Candidate Ranking, GitHub PR Slack Notifier, SEO Blog Writer, and Expense Classifier (Zapier Agent templates). Bring Your Own Model appears on the Enterprise row (Zapier on AI agents). Read our Zapier Agents review 2026 for workflow notes.

Delivery surfaces shape daily use for non-developers

Delivery surfaces shape daily use for non-developers because Lindy works in Slack and iMessage, Gumloop in a visual builder with Company Brain, and Zapier across 9,000+ app connections (Lindy documentation). The right surface depends on where your team already communicates and stores data.

Lindy’s Slack-native teammate uses threads and @mentions, making it fit teams living in chat. Gumloop’s browser-based visual builder suits those who want to see agent flows and connect a Company Brain to drives and repos (Gumloop Company Brain). Zapier’s delivery leverages its 9,000+ app connections and Chrome extension so agents act inside existing tools (Zapier Agents). All three ship a “choose your model” control in 2026, so the surface—not the model list—is the daily differentiator.

Security and compliance differ by vendor tier

Security and compliance differ by vendor tier, with Lindy holding SOC 2 Type II and GDPR plus Enterprise HIPAA (Lindy documentation), Gumloop offering SAML/SCIM on Enterprise, and Zapier providing SAML SSO on Team plans (Zapier Agents). Non-developers should match controls to their data rules.

Lindy documents encryption in transit and at rest, never sold, never used to train models, and adds HIPAA and PIPEDA in docs. Gumloop’s Enterprise adds custom data retention rules, audit logs, admin dashboard, and optional VPC (Gumloop pricing). Zapier’s Team tier includes SAML SSO and shared connections; Enterprise adds advanced admin, observability, and annual task limits (Zapier Agents pricing).

Free tiers and trials vary across the three

Free tiers and trials vary across the three, as Lindy shows no free tier but offers a 7-day Slack seat trial, Gumloop shows no free tier on its live page, and Zapier has a $0 free tier with 100 tasks/month (Zapier Agents pricing). Verify before signup.

Lindy’s stated trial: teammates who join a workspace through Slack get a 7-day free trial before the seat is billed; direct signups are billed right away (Lindy pricing). Gumloop’s live page shows only Pro and Enterprise; third-party guides cite old free tiers but treat them as unverified (Gumloop docs). Zapier’s Free tier includes 100 tasks/month, unlimited Zaps (two-step), Tables, Forms, and Copilot, making it the only no-cost entry among the three (Zapier Agents). If you want a code-based alternative, see n8n getting started 2026.

Model selection is built into all three

Model selection is built into all three in 2026, with Lindy allowing model selection across all models, Gumloop supporting 35+ models and BYO keys via Model Router, and Zapier using AI fields with BYO Model on Enterprise (Gumloop Model Router). This avoids vendor lock-in on inference.

Lindy offers model selection across all models within its skills and routines (Lindy documentation). Gumloop’s Model Router auto-picks the right model per task and supports bring-your-own API keys (Gumloop Model Router). Zapier applies AI fields and agents on a shared task model, with BYO Model listed on Enterprise (Zapier Agents guide). The consumption unit remains distinct: pooled credits tiered by job size, credits plus 8% fee, or tasks/activities.

Head-to-head comparison of consumption and delivery

Head-to-head comparison of consumption and delivery shows Lindy uses pooled credits, Gumloop credits plus 8% fee, and Zapier tasks, as detailed on their pricing pages (Lindy pricing, Gumloop pricing, Zapier Agents pricing). The table below lists cheapest paid tiers, list prices, and delivery surfaces for quick scanning.

Vendor	Cheapest paid agent tier	List price	Included monthly consumption at paid entry	Consumption unit	Delivery surface
Lindy	Plus	$29.99/user/month	3,000 credits/user/month	pooled credits tiered by job size	Slack, iMessage, Chrome extension
Gumloop	Pro	$37/month	20,000 credits/month	credits plus 8% orchestration fee	visual agent builder + Slack
Zapier Agents	Professional	$19.99/month	tasks billed per activity (see rates)	tasks/activities	agent builder, Chrome extension, 9,000+ apps

The three consumption units are not interchangeable. Lindy’s pooled credits are tiered by job size bands; Gumloop’s credits carry an 8% orchestration fee on top; Zapier’s tasks/activities map to per-action billing. Cheapest paid agent entry is Lindy $29.99/user/month, Gumloop $37/month, Zapier Professional from $19.99/month, with Zapier also offering $0 free tier (100 tasks/month).

FAQ

FAQ covers common questions about Lindy, Gumloop, and Zapier Agents using vendor materials fetched on September 29, 2026, with no hands-on testing (Gumloop docs). The three items below address consumption units, delivery fit, and trial availability for non-developers, and each answer rests on published pricing and docs to stay verifiable.

Does Lindy offer a free plan for new signups?

Lindy does not show a free tier on its live pricing page as of September 29, 2026, but teammates joining via Slack get a 7-day free trial before billing (Lindy pricing). Direct signups are billed immediately at $29.99/user/month for the Plus tier with 3,000 credits.

How does Gumloop’s 8% orchestration fee affect cost?

Gumloop’s 8% orchestration fee applies on top of its Pro plan at $37/month for 20,000 credits as published on its pricing page (Gumloop pricing). The fee is taken on orchestration usage, so total monthly cost scales with agent runs beyond the included credit bucket.

Which builder fits a team already on Zapier?

Zapier Agents fits teams already on Zapier because the Professional plan starts at $19.99/month with task-based pricing and 9,000+ app connections (Zapier Agents pricing). Existing Zaps, Tables, and Forms carry over, and the free tier also grants 100 tasks/month for testing before upgrade.

The Bottom Line

The Bottom Line is that no single winner exists; Slack-first teams should pick Lindy, internal-data visual builders should pick Gumloop, and existing Zapier users should pick Zapier Agents per vendor pages (Lindy pricing, Gumloop pricing, Zapier Agents). Match the consumption unit to how you work.

For Slack-first teams, Lindy’s pooled credits and Slack-native delivery lower friction; its approvals and inbox drafting keep humans in the loop (Lindy documentation). For teams needing a visual builder with a Company Brain, Gumloop’s credits plus 8% fee and browser surface fit internal-data work (Gumloop Company Brain). For maximum app connections, Zapier Agents leverages 9,000+ apps and task billing, ideal for existing Zapier shops (Zapier Agent templates). Our n8n vs Zapier vs Make 2026 guide helps if you compare beyond agents.

📖 Related Reads

• NiteAgent — AI agent development, frameworks, and production patterns
• ToolBrain — tool reviews, LLM comparisons, and AI workflow guides
• CodeIntel Log — code quality, debugging, and software engineering benchmarks
• Hermes Tutorials — Hermes Agent setup, configuration, and advanced workflows

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