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BELLISTE / AI COMPARISON

Compare AI models

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

StackAI

StackAI

81%
Zapier

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.

OverviewStackAIZapier Agents
PriceFree $0/month · Enterprise customFree $0/month · Pro from $33.33/month
Free planFree: $0/month with 500 runs, 2 projects and 1 seatYes — 400 activities/month
Paid plansEnterprise: custom pricing with custom runs, projects and seats plus dedicated infrastructure, enterprise security, VPC/on-prem deployment and dedicated supportPro: $33.33/month billed annually ($400/year), 1,500 activities/month · Enterprise: custom pricing
Usage limitsFree includes 500 runs/month. Enterprise run capacity is custom. LLM/token consumption varies by selected model/provider and workflow complexity.
vs
Free: 10 activities/run and testing counts toward quota. Pro/Enterprise: up to 40 activities/run. Agents also have documented daily message limits.
SpecializationAI Agents · Enterprise Automation · RAG WorkflowsAI Agents · Workflow Automation · No-Code Automation
QualityStrong enterprise agent platform for regulated teams needing visual workflows, RAG, human oversight, broad integrations, model choice, governance and private deployment.Strong for practical business automation because agents can combine AI reasoning, web browsing, knowledge sources, and Zapier's large integration ecosystem.
FeaturesAI Agents · Workflow Builder · RAG · Human-in-the-Loop · 300+ Integrations · MCP · REST API · Analytics · VPC · On-PremisesAI Agents · No-Code Builder · Workflow Automation · Web Browsing · Knowledge Sources · 9,000+ App Integrations · Templates · Enterprise Audit Logs

Pricing

3 specifications +
SpecificationStackAIZapier Agents
Starting PriceFree $0/month · Enterprise customFree $0/month · Pro from $33.33/month
Free PlanFree $0/month: 500 runs/month, 2 projects, 1 seat and community Discord supportFree forever: 400 activities/month, live data sources, web browsing and Chrome Extension access
Usage Limits / CreditsFree: 500 runs/month, 2 projects and 1 seat · Enterprise: custom run capacity; model/token cost varies with provider and workflow complexityFree: 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 +
SpecificationStackAIZapier Agents
Primary Use CaseEnterprise AI agents and governed workflows for regulated and complex business operationsAI Agent & Workflow Automation
Best ForFinance / risk / operations / IT and regulated enterprises deploying governed AI agentsIndividuals / SMBs / Teams / Enterprise
DeploymentStackAI cloud / multi-tenant cloud / VPC or private cloud / on-premisesCloud
Ease of UseBeginner to Intermediate; drag-and-drop no-code/low-code builder with enterprise configuration depthBeginner

Automation

13 specifications +
SpecificationStackAIZapier Agents
AI AgentsEnterprise AI agents that analyze data, use tools and execute actions inside governed workflowsStandalone Zapier Agents for autonomous task execution; migrating to AI by Zapier
No-Code BuilderDrag-and-drop no-code/low-code workflow builder with prebuilt user interfacesNatural-language no-code agent builder with custom agents and templates
Workflow AutomationAgentic workflows combine models, data, tools, logic, integrations and deployment interfacesAgentic automation across Zapier apps; migration brings agent reasoning into Zap workflows
Multi-Agent SupportAgentic workflows can contain multiple agent/model components; dedicated hierarchical multi-agent orchestration is not prominently specifiedNot disclosed
Autonomous ExecutionAgents can analyze data and take actions through connected enterprise systems and deployed workflowsAgents can perform configured work independently or interactively
Human-in-the-LoopHuman review/approval can be inserted at critical decision points, including approval interactions in tools such as SlackInstruction-based approval pauses; AI by Zapier adds per-tool approval controls
Triggers & ActionsWorkflow/API invocation plus connected-system read/write operations and tool actionsConfigurable triggers plus app actions/tools; activities include triggers and actions
Integrations300+ enterprise integrations plus MCP servers9,000+ apps
Browser AutomationBrowser/Chrome extension is available; web scraping and web-connected tools can be used in workflowsBuilt-in web browsing and web search; browsing/scraping requests count as activities
Data ExtractionWeb scraping, document readers, multimodal inputs and connected data systems support extraction and processingWeb browsing/scraping plus connected app actions for collecting and routing data
SchedulingAutomations can be deployed for business processes; exact native scheduling limits are not publicly specified on current pricingAutomated behaviors can run from configured triggers; AI by Zapier can use standard Zap scheduling
Templates75+ published enterprise AI-agent use cases plus reusable workflow patterns and interfacesPreset agent templates with instructions and app connections
Agent Builder TypeNo-code / Low-code with Python and JavaScript extensibilityNo-code

Developer & Deployment

5 specifications +
SpecificationStackAIZapier Agents
Custom IntegrationsMCP servers and API-based custom tool surfaces for systems outside the native catalogCustom actions/private apps via Zapier Developer Platform and SDK
API AccessAPI access with Run Flow endpoint for invoking deployed workflows programmaticallyZapier SDK plus Workflow API; raw API access available for 3,000+ apps through SDK
WebhooksIntegration catalog includes webhook-capable systems; custom event/webhook design depends on the connected workflow/systemWebhooks available through Zapier workflows; agentic steps can be combined with Zap triggers/actions
Custom CodePython and JavaScript logic/code modules are available in the workflow platformCode and SDK tools are available in the broader Zapier automation platform
Self-HostingEnterprise supports on-premises deployment plus VPC/private-cloud optionsCloud-only; no self-hosted Zapier Agents deployment

AI & Knowledge

4 specifications +
SpecificationStackAIZapier Agents
LLM SupportLLM-agnostic with providers/models including Anthropic Claude, OpenAI, Google Gemini, Meta, Mistral, AWS Bedrock and Azure OpenAIZapier platform supports ChatGPT, Claude, Gemini and other AI models; AI by Zapier supports model selection
Knowledge Base / RAGNative Knowledge Base nodes support document indexing, retrieval and RAG workflowsConnected knowledge sources and live data; knowledge lookups count as activities
MemoryWorkflow context and knowledge retrieval are supported; persistent long-term agent memory is not prominently documented as a standalone featureNot disclosed
Supported AI ModelsLLM-agnostic: Anthropic Claude, OpenAI, Google Gemini, Meta, Mistral, AWS Bedrock, Azure OpenAI and other integrated model providersChatGPT / Claude / Gemini / other models through Zapier ecosystem; standalone Agents model list not disclosed

Teams & Enterprise

4 specifications +
SpecificationStackAIZapier Agents
CollaborationFree: 1 seat and 2 projects · Enterprise: custom seats/projects with centralized governance and access controlEnterprise supports agent sharing across the organization
Monitoring & LogsBuilt-in governance and analytics with runs, users, errors, token usage, audit logs and workflow observabilityActivity usage monitoring; Enterprise adds audit logs; AI by Zapier records tool calls and task usage in Zap history
Enterprise PlanCustom runs, projects and seats with dedicated infrastructure, solution engineers, VPC/on-prem, access control, SSO and dedicated supportCustom activity allowance, organization-wide agent sharing, audit logs and restricted-app support
SSO / Enterprise SecurityEnterprise SSO and access control; SOC 2 Type II, GDPR, HIPAA and ISO 27001 security/compliance capabilitiesZapier Enterprise includes SAML SSO, SCIM, roles/permissions, audit logs and advanced app controls

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