CrewAI
The Enterprise Agent Build & Runtime for the work your business runs on
- Also known as
- crewai
What is CrewAI?
An enterprise-grade agent building and runtime platform that enables teams to discover, build, govern, and optimize agents with centralized control and governance.
What CrewAI does
The capabilities that matter for mlops & llmops tools, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Tool role
- End-to-end ML platform
- Self-hostable / OSS core
- -
- Managed cloud available
- ✓
- On-prem / VPC deployment
- -
- LLM tracing / observability
- ✓
- Evaluation (offline / LLM-judge / human)
- -
- Prompt management + versioning
- -
- Experiment tracking / model registry
- -
- Model serving / inference endpoint
- -
- OpenTelemetry / OpenLLMetry compatible
- -
- Framework-agnostic
- -
- Multi-provider model support
- ✓
- No-train-on-customer-data guarantee
- -
Platform & deployment
Independently observed- Web
- Cloud / SaaS
CrewAI alternatives
Other mlops & llmops tools we track, ranked by the same independent score.
- OllamaThe easiest way to build with open modelslow · 22%
- OllamaThe easiest way to build with open modelslow · 45%
- BasetenInference is everythinglow · 47%
- PortkeyProduction Stack for Gen AI Builderslow · 46%
- MLflowOpen Source AI Platform for Agents, LLMs & Modelslow · 47%
- Weights & BiasesThe AI developer platformlow · 25%
The Vioscale score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for CrewAI, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Package Downloads | 86 | 26.00 | 2246.9 | ✓ |
| Capabilities | 58 | 32.00 | 1850.0 | ✓ |
| Github Activity | 61 | 18.00 | 1090.5 | ✓ |
| Release Cadence | 99 | 10.00 | 994.4 | ✓ |
| Security Posture | 55 | 12.00 | 660.0 | ✓ |
| Reliability | 50 | 12.00 | 600.0 | ✓ |
| Github Stars | 90 | 5.00 | 448.3 | ✓ |
| Price Level | 0 | 10.00 | 0.0 | - |
| Integrations | 0 | 18.00 | 0.0 | - |
| Pricing Transparency | 0 | 16.00 | 0.0 | - |
| Stackoverflow Activity | 0 | 12.00 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Activity
| Attribute | Value | Evidence |
|---|---|---|
| Commits last 30d | 83 | mediumsource · 2026-08-03 · 65% |
Adoption
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | {"role":"platform","managed_cloud":true,"multi_provider":true,"llm_observability":true} | mediumsource · 2026-08-03 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Python | highsource · 2026-08-03 · 98% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | MIT | highsource · 2026-08-03 · 95% |
Pricing
| Attribute | Value | Evidence |
|---|---|---|
| Model | commercial | lowsource · 2026-08-03 · 40% |
Release
| Attribute | Value | Evidence |
|---|---|---|
| Cadence days | 1 | mediumsource · 2026-08-03 · 70% |
Reliability
| Attribute | Value | Evidence |
|---|---|---|
| Status page | Yes | mediumsource · 2026-08-03 · 60% |