Open-source agent framework · checked 28 Sept 2026
DeskFerry vs CrewAI
CrewAI is a framework for developers: you define Agents, Tasks and Crews in Python, run them anywhere, and the core is MIT-licensed. DeskFerry is an app for the people who do the work. The real question is who will maintain the thing.
Choose CrewAI when
- engineers will build and own the agents in code
- you need hierarchical crews, checkpointing or agent-to-agent protocols
- everything must run inside your own VPC or on your own hardware
Choose DeskFerry when
- nobody on the team writes Python
- you want it running today, with scheduling and retries included
- you'd rather not open an enterprise sales process to go past 50 runs a month
01 · Who builds
CrewAI: developers, in Python or config files
DeskFerry: whoever owns the task
02 · Licence
CrewAI: MIT framework; enterprise platform
DeskFerry: proprietary SaaS
03 · Runs where
CrewAI: anywhere: your infra, VPC or CrewAI cloud
DeskFerry: our cloud
04 · Price
CrewAI: free framework; hosted free 50 runs, then Enterprise
DeskFerry: $49 / $99 / $299 a month
Code vs a brief
The same research crew, as a Python file and as a paragraph
A weekly competitor scan with two roles: someone to research and someone to summarise. Here it is both ways.
from crewai import Agent, Crew, Task, Process
researcher = Agent(
role="Market researcher",
goal="Find five competitors and their current pricing",
backstory="Thorough, and always cites sources.",
tools=[search_tool],
)
analyst = Agent(
role="Analyst",
goal="Summarise the findings for the strategy team",
backstory="Writes short, plain summaries.",
)
research = Task(
description="Collect pricing for five competitors in {market}.",
expected_output="A table of competitor, plan, price, source URL.",
agent=researcher,
)
summary = Task(
description="Write a five-bullet summary of what changed.",
expected_output="Five bullets, under 120 words.",
agent=analyst,
)
crew = Crew(agents=[researcher, analyst],
tasks=[research, summary],
process=Process.sequential)
crew.kickoff(inputs={"market": "AI agents"})Full control and runs anywhere. Scheduling, secrets, retries, and posting the result to Slack are yours to add and host.
Brief
Every Monday at 9, find five competitors in the AI agent market, note their current pricing with links, and post a five-bullet summary of what changed in #strategy.
Allowed apps
Last run
- Checked pricing pages for five competitors
- Two changed since last week: logged both in the sheet
- Wrote a five-bullet summary with source links
- Posted to #strategy
No code, no hosting. You give up fine-grained control over each role, which is CrewAI's strength.
Feature by feature
Where each one wins
| Feature | CrewAI | DeskFerry | Edge |
|---|---|---|---|
| Who can build | Developers; the visual Studio exports to Python | Anyone who can describe the job | DeskFerry |
| Orchestration depth | Sequential and hierarchical crews, Flows, checkpoints, A2A | One agent per job | CrewAI |
| Open source | MIT-licensed framework | No | CrewAI |
| Deployment | Anywhere, including your VPC | Cloud only | CrewAI |
| Scheduling and retries | Build them, or use the Enterprise platform | Built in | DeskFerry |
| App connections | Python tools and MCP servers | 1,500+ apps with sign-in | DeskFerry |
| Hosted pricing | Free for 50 runs a month, then Enterprise | Self-serve plans from $49 | DeskFerry |
Sources: crewai.com/pricing · CrewAI docs: crews · CrewAI licence (MIT) · checked 28 Sept 2026
Straight talk
When to stay on CrewAI
Engineers own it
If developers will build and maintain the agents, a Python framework fits their tools, reviews and deploys.
Regulated infrastructure
When data can't leave your VPC, CrewAI runs inside it. DeskFerry is cloud-only.
Unusual orchestration
Hierarchical managers, event-driven Flows and replayable checkpoints go well beyond what a brief can express.
FAQ
CrewAI questions
Is CrewAI free?
The crewai Python framework is MIT-licensed and free to self-host with your own model keys. The hosted platform has a free Basic plan with 50 workflow executions a month; beyond that it's Enterprise, priced through sales.
What happened to CrewAI's $25 plan?
In late 2025 CrewAI listed a Professional tier at $25 a month. The current pricing page shows only Basic (free) and Enterprise.
Can non-developers use CrewAI?
CrewAI has a no-code visual editor with an AI copilot that exports to Python, but it's designed around developers owning the result. DeskFerry is built for non-developers from the start.
Can I self-host DeskFerry like CrewAI?
No. DeskFerry runs in our cloud. If self-hosting is required, CrewAI is the better fit.
Get the crew without the codebase
Write what the crew should do in a paragraph, schedule it, and have the summary in Slack on Monday.
