Pipedream vs Cloudgeni vs Cloudir | LLM Ops vs CrewAI

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Pipedream
vs
Competitor 1
Cloudgeni
Competitor 2
Cloudir | LLM Ops
Competitor 3
CrewAI
Compare
4 tools · best value per row highlighted
Your tool Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
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Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
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Competitor Cloudir | LLM Ops
cloudidr.com
Cloudir LLM Ops tracks and controls costs for AI agent deployments by monitoring API spending in real time and automatically routing requests to cheaper models when possible
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Competitor CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
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Traffic estimated monthly website traffic
Monthly visits
—
933visits/mo
9.1Kvisits/mo
476.6Kvisits/mo
MoM change
—
▼ 23.2%
▼ 21.0%
▼ 10.3%
6-month growth
—
—
+12.7%
-5.3%
Global rank web
—
#13,519,090
#2,357,399
#107,487
Avg. last 3 months
—
843
14.6K
564.3K
Bounce rate lower is better
—
33%
38%
46%
Pages / visit
—
1.7
2.0
2.6
Visit duration
—
27s
12s
1m 32s
Traffic sources
—
—
—
● Direct 75% · ● Referral 23%
PipedreamCloudgeniCloudir | LLM OpsCrewAI
0171.3K342.6K513.9K685.2KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Cloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6K101001K10K100K1MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Cloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Paid
Freemium
Free
Starting price
$99per month · free tier available
$449per month
$49per month · free tier available
Free
Free tier
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Free trial
–
–
–
API access
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Plans
Free FreeStartup $99/moBusiness Custom
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Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Basic FreeEnterprise $0
Capabilities input → output
Input
Code
CodeDataText
Data
Text
Output
Apps
Code
Data
AppsCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
5
9
Agents
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Developer tools
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Agent creation
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–
Workflows
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API cost reduction
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–
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API integrations
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–
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Agent collaboration
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–
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Cloud infrastructure
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–
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Cost management
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–
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DevOps
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–
–
LLM gateway
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–
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MCP
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–
–
Model routing
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–
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APIs
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–
–
Agent management
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–
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GitHub pull requests
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–
–
Infrastructure monitoring
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–
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LLM management
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–
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No-code
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–
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Agent testing
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–
–
Development
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–
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Sre
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.