Comparison · AI agent frameworks and tooling

CrewAI vs Haystack: which is better in 2026?

Haystack ranks higher in our list of AI agent frameworks and tooling (#6 against #7, score 85.0 against 84.5), but the gap is small and the better choice depends on what you need.

How we rank Share

  • 84.5
    Editorial score
    85.0
  • 4
    Platforms
    3
  • Yes
    Free to use
    Yes
  • Yes
    Open source
    Yes

Which should you choose?

Choose CrewAI if you want

Teams of role-based agents.

A role-based multi-agent framework under MIT, with a cloud product that has a trial for hosted runs. Role-based design fits some tasks better than others.

Choose Haystack if you want

Retrieval pipelines with explicit control.

Explicit, inspectable pipelines for retrieval and agent workflows under Apache 2.0. Pipeline design takes time to learn, and its agent focus is narrower than LangChain's.

Side by side

CrewAIHaystack
Score84.585.0
Rank in list#7 of 12#6 of 12
PriceFree and open sourceMIT-licensed core is free; a cloud product with a trial is offered separatelyFree and open sourceFree Apache-2.0 framework; the repository lists no fee
Free to useYesYes
Open sourceYesYes
PlatformsCommand lineWindowsmacOSLinuxCommand line, Windows, macOS, LinuxWindowsmacOSLinuxWindows, macOS, Linux
Made byCrewAIdeepset
LanguageNot listedPython
Agent approachRole-based crewsExplicit pipelines
Paid hosted serviceCloud product with trialNot listed
Best forTeams of role-based agentsRetrieval pipelines with explicit control
Strengths
  • MIT licensed core framework
  • Role-based model for agent teams
  • Cloud product for hosted runs
  • Apache-2.0 licensed with source on GitHub
  • Explicit pipelines for retrieval and routing
  • Supports agent workflows
Limits
  • Cloud features are separate from the MIT core
  • Role-based design suits some tasks better than others
  • Pipeline concepts take time to learn
  • Narrower agent focus than LangChain
LinksVisit site Visit site

Questions about CrewAI vs Haystack

Is Haystack better than CrewAI?
Haystack ranks higher in our list of AI agent frameworks and tooling (#6 against #7, score 85.0 against 84.5), but the gap is small and the better choice depends on what you need. CrewAI is best for: teams of role-based agents. Haystack is best for: retrieval pipelines with explicit control.
Which is cheaper, CrewAI or Haystack?
CrewAI: MIT-licensed core is free; a cloud product with a trial is offered separately. Haystack: Free Apache-2.0 framework; the repository lists no fee.
Do CrewAI and Haystack run on the same platforms?
CrewAI supports Command line, Windows, macOS, Linux. Haystack supports Windows, macOS, Linux.