BELLISTE / AI COMPARISON

Compare AI models

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

MindStudio

75%

Gumloop

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.

OverviewMindStudioGumloop

PriceFree $0/month + usage · Individual from $20/month + usageFree $0/month · Pro from $37/month

Free planFree: $0/month with 1 agent and 1,000 runs/month; model usage billed separately at costFree: $0/month with 5,000 credits, unlimited agents/flows, 1 seat and 1 active trigger

Paid plansIndividual: $20/month + usage with unlimited agents and unlimited runs · Business: custom pricingPro: from $37/month with 20,000+ credits · Enterprise: custom

Usage limitsFree: 1,000 runs/month. Individual: unlimited runs. AI model usage is separate/pass-through at cost with no MindStudio markup; BYO API keys are supported on Individual.

Pricing

3 specifications

SpecificationMindStudioGumloop

Starting PriceFree $0/month + usage · Individual from $20/month + usageFree $0/month · Pro from $37/month

Free PlanFree $0/month + model usage: 1 agent and 1,000 runs/monthFree $0/month: 5,000 credits, 1 seat, 1 active trigger, 2 concurrent runs, 5 concurrent agent runs, unlimited agents and flows

Usage Limits / CreditsFree: 1 agent + 1,000 runs/month · Individual: unlimited agents and runs · model usage billed separately at provider cost with no markupFree: 5,000 credits/month · Pro: 20,000–1.5M credits/month · overage $0.005/credit up to 2× plan by default · Free 5 concurrent agent interactions, Pro 25, Enterprise custom

Overview

4 specifications

SpecificationMindStudioGumloop

Primary Use CaseBuild and deploy custom AI agents, autonomous automations and AI-native business workflowsBuild and operate AI agents plus visual workflow automations

Best ForIndividuals / operations teams / agencies / enterprises building custom AI agents without heavy engineeringIndividuals and teams building flexible AI agents, internal automations and multi-step business workflows

DeploymentWeb apps, autonomous backend agents, Chrome extension, email, webhook/API endpoints, MCP servers and enterprise self-hostingCloud SaaS; Enterprise VPC support available

Ease of UseBeginner-friendly; natural-language Agent Architect and visual workflows with optional advanced codeBeginner to Intermediate

Automation

13 specifications

SpecificationMindStudioGumloop

AI AgentsCustom agents deployed as web apps, autonomous backend automations, browser extensions, email agents, APIs or MCP serversCustom AI agents with tools, company context, skills, triggers and self-improvement

No-Code BuilderAgent Architect creates agent scaffolds from natural language; visual workflow editor supports no-code buildingNatural-language agent builder plus visual no-code workflow canvas

Workflow AutomationVisual AI-native workflows combine models, data, logic, APIs, code, triggers and human interactionsUnlimited flows with triggers, connected apps, AI nodes and reusable subflows

Multi-Agent SupportAgentic MCP servers let AI models call MindStudio agents; current public product pages do not position hierarchical multi-agent orchestration as a core builder primitiveNative subagents; parent agents can delegate tasks and credit usage is tracked per subagent

Autonomous ExecutionBackend agents can run autonomously on schedules, email events, webhooks and API callsAgents plan multi-step work, call tools/subagents, run code and can execute from triggers

Human-in-the-LoopWorkflow patterns can pause for user review/edit/approval before downstream actions; visual logic keeps decisions inspectableAgents can pause mid-task for tool approval or ask the user a question, then resume

Triggers & ActionsManual, email, scheduled, API, Node.js and webhook triggers plus third-party API actionsApp triggers, recurring tasks and fully custom agent triggers across connected apps

IntegrationsZapier, Make, n8n and arbitrary third-party APIs, plus connected models and data services300+ connectors plus MCP servers

Browser AutomationOpen-source Chrome extension supports agents triggered on webpages; agents can extract and act on page contentWeb/browser work available through agent tools and connectors such as Bright Data; native general-purpose browser-control scope varies by tool

Data ExtractionBrowser agents, APIs, connected data sources and custom code can extract and process structured/unstructured informationAgents/workflows extract and transform data from apps, documents, web sources and AI nodes

SchedulingAutonomous agents can run periodically, including scheduled daily/time-based executionRecurring tasks and custom triggers can run agents automatically

TemplatesAgent Architect scaffolds agents from descriptions; platform includes reusable examples, agents and training resourcesAgent/workflow examples and reusable shared agents/skills; template ecosystem is smaller than mature automation platforms

Agent Builder TypeNo-code / Low-code / Code with JavaScript and PythonNo-code / natural-language agent builder + visual workflow builder

Developer & Deployment

5 specifications

SpecificationMindStudioGumloop

Custom IntegrationsCall any third-party API, use custom code and expose agents through API/MCP interfacesCustom MCP servers, hosted MCP and external API/custom connector options

API AccessAgents can run through API calls and Node.js applications; deployed agents can serve as API endpointsPro+: API key can trigger workflows and agents programmatically

WebhooksNative webhook-triggered agent executionPro+: webhook-triggered workflows plus organization webhooks for admin events

Custom CodeCustom JavaScript and Python functions with AI-generated code snippets and package supportAgents can write/run code in sandboxes; workflows also support custom logic and skills

Self-HostingBusiness/enterprise can self-host MindStudio in a private cloud or networkCloud platform; Enterprise offers VPC support, but public plans do not advertise self-hosted Gumloop deployment

AI & Knowledge

4 specifications

SpecificationMindStudioGumloop

LLM Support200+ text, image and video AI models; OpenAI, Anthropic Claude, Google Gemini and others; BYO keys/models supported35+ AI models with Auto/Model Router and BYOK support on Pro+

Knowledge Base / RAGAgents can connect to databases and data sources for grounded workflows; enterprise can connect models and data directlyCompany Brain/knowledge with synced sources, files and permission-aware context

MemoryWorkflow/runtime context is supported; a distinct persistent long-term memory subsystem is not prominently specified on current public product pagesAgent chat history plus company context/Brain; persistent task context is retained across agent use

Supported AI Models200+ models including OpenAI, Anthropic Claude, Google Gemini and leading text/image/video providers; BYO API keys and custom models supported35+ models including OpenAI GPT, Anthropic Claude, Google Gemini, xAI Grok, Perplexity, DeepSeek, GLM, Kimi and MiniMax; Auto Model Router and BYOK supported

Teams & Enterprise

4 specifications

SpecificationMindStudioGumloop

CollaborationBusiness: team workspace, unlimited collaborators and granular collaborator permissionsPro: unlimited team members, shared credits, shared ownership, teams and shared credentials

Monitoring & LogsDetailed analytics, API logs, activity history, budgets, usage limits, alerts, version history and debuggingRun history, credit logs, Insights spend breakdown, evaluations and live activity

Enterprise PlanBusiness custom pricing with team workspace, unlimited collaborators, enterprise support, SSO, audit logs, budgets, model controls, self-hosting and custom domainsCustom pricing with VPC, organization guardrails, audit logs, RBAC, SCIM/SAML, model controls and advanced security

SSO / Enterprise SecuritySAML SSO, SCIM provisioning, RBAC/granular permissions, audit logging, SOC 2 Type II and GDPR-compliant infrastructureEnterprise: SCIM/SAML, RBAC, audit logs, model access control, custom retention, VPC and advanced permissions