Comparison

Baseten vs CrewAI

On the evidence we track, Baseten leads this comparison with a composite score of 76/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Baseten full profile →CrewAI full profile →

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★Baseten76

CrewAI62

Attribute comparison across 2 tools
Attribute	BasetenLeader	CrewAI
Vioscale score	76 / 100medium · 73%	62 / 100high · 76%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	commercial
Price levelpricing.price_level	low	low
Transparentpricing.transparent	✓	✗
Integrations
Countintegrations.count	3	15
Security
Disclosure policysecurity.disclosure_policy	✓	✓
Fedrampsecurity.fedramp	-	✓
Gdprsecurity.gdpr	✓	-
Hipaasecurity.hipaa	✓	✓
Pcisecurity.pci	✓	-
Soc2security.soc2	✓	✓
Vulnerabilitiessecurity.vulnerabilities	-	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=crewai-clean&per_page=100 · Last 12m: 0
Reliability
Sla pctreliability.sla_pct	99.99	-
Status pagereliability.status_page	✓	✓
Adoption
Dependent reposadoption.dependent_repos	-	0
Github starsadoption.github_stars	-	57,642
Package downloads weeklyadoption.package_downloads_weekly	-	4,500,329
Activity
Commits last 30dactivity.commits_last_30d	-	100
Release
Cadence daysrelease.cadence_days	-	1
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	MIT
Language
Primarylanguage.primary	-	Python
Market
Availabilitymarket.availability	Available worldwide · HQ US	Available worldwide

Score

Vioscale score

Baseten76 / 100medium · 73%

CrewAI62 / 100high · 76%

Pricing

Free tier

Baseten✓

CrewAI✓

Model

Basetenfreemium

CrewAIcommercial

Price level

Basetenlow

CrewAIlow

Transparent

Baseten✓

CrewAI✗

Integrations

Count

Baseten3

CrewAI15

Security

Disclosure policy

Baseten✓

CrewAI✓

Fedramp

Baseten–

CrewAI✓

Gdpr

Baseten✓

CrewAI–

Hipaa

Baseten✓

CrewAI✓

Pci

Baseten✓

CrewAI–

Soc2

Baseten✓

CrewAI✓

Vulnerabilities

Baseten–

CrewAICount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=crewai-clean&per_page=100 · Last 12m: 0

Reliability

Sla pct

Baseten99.99

CrewAI–

Status page

Baseten✓

CrewAI✓

Adoption

Dependent repos

Baseten–

CrewAI0

Github stars

Baseten–

CrewAI57,642

Package downloads weekly

Baseten–

CrewAI4,500,329

Activity

Commits last 30d

Baseten–

CrewAI100

Release

Cadence days

Baseten–

CrewAI1

History

Baseten–

CrewAI20 items

License

Spdx

Baseten–

CrewAIMIT

Language

Primary

Baseten–

CrewAIPython

Market

Availability

BasetenAvailable worldwide · HQ US

CrewAIAvailable worldwide

Capabilities

Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.

Capability comparison for MLOps & LLMOps Tools
Capability	Baseten	CrewAI
Core
Tool role	Model serving	End-to-end ML platform
Deployment
Self-hostable / OSS core	✓	✓
Managed cloud available	✓	✓
On-prem / VPC deployment	✓	✓
Observability
LLM tracing / observability	✗	✓
Evaluation (offline / LLM-judge / human)	✗	✓
Dev
Prompt management + versioning	✗	✓
Tracking
Experiment tracking / model registry	✓	✓
Serving
Model serving / inference endpoint	✓	✓
Interop
OpenTelemetry / OpenLLMetry compatible	✗	✓
Framework-agnostic	✓	✗
Gateway
Multi-provider model support	✓	✓
Data
No-train-on-customer-data guarantee	-	Unknown

Core

Tool role

BasetenModel serving

CrewAIEnd-to-end ML platform

Deployment

Self-hostable / OSS core

Baseten✓

CrewAI✓

Managed cloud available

Baseten✓

CrewAI✓

On-prem / VPC deployment

Baseten✓

CrewAI✓

Observability

LLM tracing / observability

Baseten✗

CrewAI✓

Evaluation (offline / LLM-judge / human)

Baseten✗

CrewAI✓

Dev

Prompt management + versioning

Baseten✗

CrewAI✓

Tracking

Experiment tracking / model registry

Baseten✓

CrewAI✓

Serving

Model serving / inference endpoint

Baseten✓

CrewAI✓

Interop

OpenTelemetry / OpenLLMetry compatible

Baseten✗

CrewAI✓

Framework-agnostic

Baseten✓

CrewAI✗

Gateway

Multi-provider model support

Baseten✓

CrewAI✓

Data

No-train-on-customer-data guarantee

Baseten-

CrewAIUnknown

What each one is

The product in its own terms, so the numbers below have context.

Baseten

Leader

An infrastructure platform that handles serving, optimizing, and scaling machine learning models across multiple clouds. Offers both managed cloud and self-hosted deployment options with built-in performance tuning, autoscaling, and 99.99% uptime reliability.

Independently observed

CrewAI

A comprehensive platform combining an open-source Python framework for multi-agent workflows with a managed cloud control plane that adds governance, security, tracing, and deployment capabilities for enterprise production use.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Baseten

Leader

HybridFree tier

Free tier with pay-as-you-go compute ($0.01/min for basic instances). Pro and Enterprise plans available via quote with volume discounts.

BasicFree
- Dedicated deployments
- Model APIs
- Training
- Fast cold starts
- SOC 2 Type II and HIPAA compliant
- +1 more
ProContact sales
- Everything in Basic
- Priority access to high-demand GPUs
- Dedicated compute
- Higher Model API rate limits
- Hands-on engineering expertise
- +1 more
EnterpriseContact sales
- Everything in Pro
- Custom SLAs
- Self-host deployments
- On-demand flex compute
- Use existing cloud commitments
- +4 more

as of 2026-08-14verify ↗

CrewAI

HybridFree tier

Free tier (Basic) with 50 executions/month; Enterprise custom pricing with governance and compliance

BasicFree
- Visual editor and AI copilot
- GitHub integration
- 50 workflow executions/month
- Studio (visual editor)
- Standard tools and triggers
- +20 more
EnterpriseContact sales
- All Basic features, plus:
- Enterprise connectors
- SSO (MS Entra, Okta)
- Role-based access control (RBAC)
- Workload identity
- +13 more

as of 2026-08-14verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Baseten	CrewAI
WebPlatforms	✓	✓
macOSPlatforms	✓	✗
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✓	✓
HybridDeployment	✓	✓

Platforms

Web

Baseten✓

CrewAI✓

macOS

Baseten✓

CrewAI✗

CLI

Baseten✓

CrewAI✓

Deployment

Cloud / SaaS

Baseten✓

CrewAI✓

Self-hosted

Baseten✓

CrewAI✓

On-premise

Baseten✓

CrewAI✓

Hybrid

Baseten✓

CrewAI✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Baseten

Leader

3 total

Plotly
OpenAI-compatible endpoint
Truss

Independently observed

CrewAI

19 total

NVIDIA NIM
GitHub
Slack
Microsoft Teams
Arize
Galileo
DataDog
Patronus
IBM Db2
OpenTelemetry
LiteLLM
Anthropic
E2B
Daytona
AWS Bedrock
Ollama
OpenAI
Model Context Protocol
SerperDev

Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.