BELLISTE / AI COMPARISON

Compare AI models

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

Relevance AI

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.

OverviewRelevance AIGumloop

PriceFree $0/month · Pro from $29/monthFree $0/month · Pro from $37/month

Free planFree: 200 Actions/month + $2 Vendor Credits/monthFree: $0/month with 5,000 credits, unlimited agents/flows, 1 seat and 1 active trigger

Paid plansPro: $29/month with 2,500 Actions + $20 Vendor Credits · Team: $349/month with 7,000 Actions + $70 Vendor Credits · Enterprise: customPro: from $37/month with 20,000+ credits · Enterprise: custom

Usage limitsActions meter agent work separately from Vendor Credits for AI model costs. Vendor Credits roll over indefinitely while the subscription remains active; extra Actions and Credits can be topped up.

Pricing

3 specifications

SpecificationRelevance AIGumloop

Starting PriceFree $0/month · Pro from $29/monthFree $0/month · Pro from $37/month

Free PlanFree $0/month: 200 Actions + $2 Vendor Credits/month, unlimited agents/tools, 1 Workforce, 1 user/project and 30-day task historyFree $0/month: 5,000 credits, 1 seat, 1 active trigger, 2 concurrent runs, 5 concurrent agent runs, unlimited agents and flows

Usage Limits / CreditsFree: 200 Actions + $2 Vendor Credits/month · Pro: 2,500 Actions + $20 credits/month · Team: 7,000 Actions + $70 credits/month · credits roll over while subscribed; top-ups availableFree: 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

SpecificationRelevance AIGumloop

Primary Use CaseBuild, orchestrate and operate production AI agents and multi-agent workforcesBuild and operate AI agents plus visual workflow automations

Best ForOperators / teams / departments / enterprises building production AI agent workforcesIndividuals and teams building flexible AI agents, internal automations and multi-step business workflows

DeploymentManaged cloud platform with API, chat, widgets, voice and integration channelsCloud SaaS; Enterprise VPC support available

Ease of UseIntermediate; natural-language Invent lowers setup complexity while advanced orchestration remains highly configurableBeginner to Intermediate

Automation

13 specifications

SpecificationRelevance AIGumloop

AI AgentsUnlimited configurable AI agents with tools, triggers, knowledge, memory, model controls and production oversightCustom AI agents with tools, company context, skills, triggers and self-improvement

No-Code BuilderInvent natural-language builder plus visual agent/tool/workforce editorsNatural-language agent builder plus visual no-code workflow canvas

Workflow AutomationAgent tools and multi-step Workforces with conditions, branches, parallel runs and integrationsUnlimited flows with triggers, connected apps, AI nodes and reusable subflows

Multi-Agent SupportNative Workforces combine specialized agents with handoffs, sub-agent calls, branching and parallel executionNative subagents; parent agents can delegate tasks and credit usage is tracked per subagent

Autonomous ExecutionConfigurable autonomy step limits, retry behavior, tool execution and scheduled/event-driven runsAgents plan multi-step work, call tools/subagents, run code and can execute from triggers

Human-in-the-LoopPer-tool Autopilot or Human-in-the-Loop approval; conditional approval and human escalation controlsAgents can pause mid-task for tool approval or ask the user a question, then resume

Triggers & ActionsRecurring schedules, webhooks, pre-built events, custom integration cron triggers, bulk runs and API callsApp triggers, recurring tasks and fully custom agent triggers across connected apps

Integrations2,000+ integrations; current directory lists more than 2,700 connectors300+ connectors plus MCP servers

Browser AutomationBrowser/web capabilities can be added through tools and integrations; native browser-control is not positioned as the core platform primitiveWeb/browser work available through agent tools and connectors such as Bright Data; native general-purpose browser-control scope varies by tool

Data ExtractionAgents and tools can extract, transform and process data through integrations, APIs, code and knowledge operations

Developer & Deployment

5 specifications

SpecificationRelevance AIGumloop

Custom IntegrationsNo-code custom API integrations, custom code, MCP servers and custom toolsCustom MCP servers, hosted MCP and external API/custom connector options

API AccessManaged API for deploying and triggering agents; API-based agent invocation supportedPro+: API key can trigger workflows and agents programmatically

WebhooksWebhook triggers supported alongside schedules, events and custom cron triggersPro+: webhook-triggered workflows plus organization webhooks for admin events

Custom CodeSandboxed Python and JavaScript plus custom code/API integrationsAgents can write/run code in sandboxes; workflows also support custom logic and skills

Self-HostingManaged cloud platform; public pricing does not advertise self-hosted deploymentCloud platform; Enterprise offers VPC support, but public plans do not advertise self-hosted Gumloop deployment

AI & Knowledge

4 specifications

SpecificationRelevance AIGumloop

LLM SupportMajor providers plus BYO LLM; model router supports fallback and cost/quality optimization35+ AI models with Auto/Model Router and BYOK support on Pro+

Knowledge Base / RAGHybrid RAG with reranking, synced data sources, knowledge tables and agent-filled metadataCompany Brain/knowledge with synced sources, files and permission-aware context

MemoryLong-term project/user memory, compaction and observational memoryAgent chat history plus company context/Brain; persistent task context is retained across agent use

Supported AI ModelsOpenAI / Anthropic Claude / Google Gemini and other major providers; BYO LLM, fallback models and model routing 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

SpecificationRelevance AIGumloop

CollaborationPro: 2 build users · Team: 5 build users, 45 end users, 5 shared projects · Enterprise: unlimited users/projectsPro: unlimited team members, shared credits, shared ownership, teams and shared credentials

Monitoring & LogsActivity Center, task history, analytics, tracing, production sampling, alerts and evaluationsRun history, credit logs, Insights spend breakdown, evaluations and live activity

Enterprise PlanCustom Actions/Credits with unlimited users/projects, enterprise triggers, evaluations, work-hour controls, multi-org management and dedicated supportCustom pricing with VPC, organization guardrails, audit logs, RBAC, SCIM/SAML, model controls and advanced security

SSO / Enterprise SecuritySOC 2 Type II and GDPR on all plans; Enterprise adds broader enterprise security/governance controlsEnterprise: SCIM/SAML, RBAC, audit logs, model access control, custom retention, VPC and advanced permissions