BELLISTE / AI COMPARISON

Compare AI models

Choose two models from the same AI category to compare equivalent plans, capabilities and technical details.

CrewAI

81%

Zapier Agents

72%

Estimated Belliste score, based on the available capabilities, quality, features and pricing information. It is an indicative profile estimate, not an independent benchmark.

How this profile estimate is calculated

Capabilities contribute 35%, quality wording 30%, listed features 20%, and pricing 15% when available. When capability fields are absent, specialization breadth supplies a 25% fallback. Missing categories are omitted and the remaining weights are rescaled. The estimate uses each model’s own published profile; it does not measure answer accuracy or replace a hands-on test.

OverviewCrewAIZapier Agents

PriceFree $0/month · Enterprise customFree $0/month · Pro from $33.33/month

Free planBasic: Free with 50 workflow executions/month, visual editor, AI copilot and GitHub integrationYes — 400 activities/month

Paid plansEnterprise: custom pricing with custom execution capacity, governance, enterprise connectors and flexible deploymentPro: $33.33/month billed annually ($400/year), 1,500 activities/month · Enterprise: custom pricing

Usage limitsBasic includes 50 workflow executions/month and 2 automations. Enterprise executions and overage are sized/custom. Open-source CrewAI can be self-hosted independently of AMP.

Pricing

3 specifications

SpecificationCrewAIZapier Agents

Starting PriceFree $0/month · Enterprise customFree $0/month · Pro from $33.33/month

Free PlanBasic Free: 50 workflow executions/month, 2 automations, Studio visual editor, AI copilot, GitHub integration, tracing and HITLFree forever: 400 activities/month, live data sources, web browsing and Chrome Extension access

Usage Limits / CreditsBasic: 50 workflow executions/month and maximum 50 executions, 2 automations · Enterprise: custom executions and flexible overageFree: 400 activities/month, 10 activities/run, testing counts toward quota · Pro: 1,500/month, 40/run, testing excluded · Enterprise: custom/month, 40/run

Overview

4 specifications

SpecificationCrewAIZapier Agents

Primary Use CaseBuild and orchestrate collaborative multi-agent systems and production agentic workflowsAI Agent & Workflow Automation

Best ForDevelopers / AI teams / enterprises building collaborative multi-agent systems and governed agent workflowsIndividuals / SMBs / Teams / Enterprise

DeploymentOpen-source/self-hosted, CrewAI cloud, dedicated VPC or customer-managed infrastructureCloud

Ease of UseIntermediate; visual Studio lowers entry barrier while Python APIs provide advanced controlBeginner

Automation

13 specifications

SpecificationCrewAIZapier Agents

AI AgentsRole-based agents with goals, LLM selection, reasoning, memory, tools, skills and checkpointingStandalone Zapier Agents for autonomous task execution; migrating to AI by Zapier

No-Code BuilderCrew Studio visual editor and AI copilot; workflows can be exported to PythonNatural-language no-code agent builder with custom agents and templates

Workflow AutomationCrews for autonomous collaboration plus Flows for deterministic event-driven orchestrationAgentic automation across Zapier apps; migration brings agent reasoning into Zap workflows

Multi-Agent SupportNative Crews coordinate multiple role-based agents; A2A supports collaboration/discovery across agents and crewsNot disclosed

Autonomous ExecutionAgents plan, delegate, use tools, recover from errors and execute long-running multi-step tasksAgents can perform configured work independently or interactively

Human-in-the-LoopHuman-in-the-loop input and approval/intervention gates during workflow executionInstruction-based approval pauses; AI by Zapier adds per-tool approval controls

Triggers & ActionsStandard tools/triggers, Flows events, integrations, MCP tools and code-driven executionConfigurable triggers plus app actions/tools; activities include triggers and actions

IntegrationsHundreds of open-source tools plus standard integrations; Enterprise adds enterprise connectors9,000+ apps

Browser AutomationAgents can interact with websites through open-source browser/web tools and MCP integrationsBuilt-in web browsing and web search; browsing/scraping requests count as activities

Data ExtractionAgents can search, scrape, retrieve and transform data using tools, code, vector databases and integrationsWeb browsing/scraping plus connected app actions for collecting and routing data

SchedulingFlows and deployed workflows support automation/event patterns; exact managed scheduling depends on deployment configurationAutomated behaviors can run from configured triggers; AI by Zapier can use standard Zap scheduling

TemplatesAgentic workflow templates plus private agent/tool repositories and reusable componentsPreset agent templates with instructions and app connections

Agent Builder TypeNo-code visual Studio / Low-code / Python code-firstNo-code

Developer & Deployment

5 specifications

SpecificationCrewAIZapier Agents

Custom IntegrationsCustom tools, APIs, MCP servers, code and reusable private tool repositoriesCustom actions/private apps via Zapier Developer Platform and SDK

API AccessCode-first Python framework/API plus deployed workflows can be exposed as services/MCP serversZapier SDK plus Workflow API; raw API access available for 3,000+ apps through SDK

WebhooksWebhook/event patterns can be implemented through Flows, APIs and custom tools; dedicated AMP webhook limits are not publicly specifiedWebhooks available through Zapier workflows; agentic steps can be combined with Zap triggers/actions

Custom CodePython-first framework with code-first API; Studio output can be downloaded/exported as PythonCode and SDK tools are available in the broader Zapier automation platform

Self-HostingOpen-source CrewAI can run on your infrastructure; Enterprise supports CrewAI cloud, dedicated VPC or customer infrastructureCloud-only; no self-hosted Zapier Agents deployment

AI & Knowledge

4 specifications

SpecificationCrewAIZapier Agents

LLM SupportModel-agnostic: supports any LLM/model provider configuration; Enterprise supports multi-LLM testing and approved-model governanceZapier platform supports ChatGPT, Claude, Gemini and other AI models; AI by Zapier supports model selection

Knowledge Base / RAGKnowledge sources, vector databases and retrieval tools can be attached to agents and workflowsConnected knowledge sources and live data; knowledge lookups count as activities

MemoryProduction memory layer that remembers context, resolves contradictions and can intentionally forgetNot disclosed

Supported AI ModelsModel-agnostic; supports configurable LLM providers/models, model swapping and multi-LLM testing rather than locking workflows to one providerChatGPT / Claude / Gemini / other models through Zapier ecosystem; standalone Agents model list not disclosed

Teams & Enterprise

4 specifications

SpecificationCrewAIZapier Agents

CollaborationGitHub integration, reusable private agent/tool repositories and centrally governed enterprise buildingEnterprise supports agent sharing across the organization

Monitoring & LogsTracing, OpenTelemetry, LLM/tool/memory traces, cost accounting, evaluations and runtime monitoringActivity usage monitoring; Enterprise adds audit logs; AI by Zapier records tool calls and task usage in Zap history

Enterprise PlanCustom pricing with custom executions, flexible overage, SSO/RBAC, workload identity, PII redaction, policies, enterprise connectors and onboardingCustom activity allowance, organization-wide agent sharing, audit logs and restricted-app support

SSO / Enterprise SecurityEnterprise: SSO, RBAC, workload identity, PII redaction, policies and audit controls; CrewAI maintains SOC 2 Type 2 programZapier Enterprise includes SAML SSO, SCIM, roles/permissions, audit logs and advanced app controls