Agentic Index
CrewAI vs Relevance AI (2026)
CrewAI and Relevance AI both build multi agent systems, from opposite build models: CrewAI is the code first open source framework (Python, MIT) with a hosted platform from a free Basic plan to custom enterprise pricing, while Relevance AI is the no code AI workforce platform with a template marketplace, from Pro at 19 dollars a month billed annually (its free plan is closed to new signups). That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
The honest split is who builds: engineers pick CrewAI, operations and GTM teams pick Relevance.
On the Agentic Index self hosted platform ranking, CrewAI and Relevance AI both clear the bar: each documents both containment capabilities in full. 165 of the 548 platforms it grades clear it. See the self hosted platform ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. CrewAI and Relevance AI are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 956 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose CrewAI if
- Your builders are Python engineers who want full control of agent logic.
- Open source (MIT) with self hosting freedom matters to your architecture.
- Complex custom orchestration beyond template patterns is the requirement.
Choose Relevance AI if
- Non engineers will build and own the agents day to day.
- A template marketplace covering sales, research and ops shortcuts your first deployments.
- Bring your own model keys on paid plans gives you cost control without code.
| At a glance | CrewAI | Relevance AI |
|---|---|---|
| Category | Multi-agent platform | Multi-agent platform |
| Entry price | Open source framework free (MIT); Basic free (50 workflow executions a month); Enterprise custom | Pro $19/mo annual ($29 monthly) |
| Free / trial | Basic plan free (50 workflow executions a month); Enterprise trial on request | None (Free plan retired) |
| Pricing confidence | public partial | public partial |
| Feature | C CrewAI |
R Relevance AI |
|---|---|---|
| Action & orchestration | ||
|
Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
Full / Explicit | Full / Explicit |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Full / Explicit | Full / Explicit |
|
Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
Full / Explicit | Full / Explicit |
| Knowledge & context | ||
|
Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
Full / Explicit | Full / Explicit |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
Full / Explicit | Full / Explicit |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Full / Explicit | Full / Explicit |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Full / Explicit |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Full / Explicit |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | Full / Explicit |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Partial | Full / Explicit |
| Platform extensibility | ||
|
Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
Full / Explicit | Full / Explicit |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Full / Explicit | Full / Explicit |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Full / Explicit | Full / Explicit |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
Partial | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | C CrewAI |
R Relevance AI |
|---|---|---|
|
Entry price Lowest public entry point |
Open source framework free (MIT); Basic free (50 workflow executions a month); Enterprise custom | Pro $19/mo annual ($29 monthly) |
|
Pricing confidence How public the numbers are |
Public, partial | Public, partial |
|
Billing Primary billing axis |
workflow executions; Enterprise by quote | actions + vendor credits |
|
Variable cost Workload / overage exposure |
Medium variable cost | High variable cost |
|
Free tier / trial Try before you buy |
Free tierTrial
|
No free tier
|
|
Buying motion Self-serve vs sales call |
Sales call | Self-serve |
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