Pipedream vs Cloudgeni vs Cloudir | LLM Ops vs LangChain

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
LangChain
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.
Make main Remove
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
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
933visits/mo
9.1Kvisits/mo
3.4Mvisits/mo
MoM change
—
▼ 23.2%
▼ 21.0%
▲ 0.7%
6-month growth
—
—
+12.7%
+21.0%
Global rank web
—
#13,519,090
#2,357,399
#13,384
Avg. last 3 months
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843
14.6K
3.3M
Bounce rate lower is better
—
33%
38%
42%
Pages / visit
—
1.7
2.0
6.2
Visit duration
—
27s
12s
5m 29s
Traffic sources
—
—
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● Direct 73% · ● Referral 24%
PipedreamCloudgeniCloudir | LLM OpsLangChain
0850.7K1.7M2.6M3.4MCloudgeni · 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 · 9.1KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M101001K10K100K1M10MCloudgeni · 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 · 9.1KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$99per month · free tier available
$449per month
$49per month · free tier available
$39per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
Free FreeStartup $99/moBusiness Custom
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Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
Code
CodeDataText
Data
CodeText
Output
Apps
Code
Data
Apps
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
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
5
6
Agents
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Developer tools
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Agent creation
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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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Cloud infrastructure
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Cost management
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–
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DevOps
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LLM development
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LLM gateway
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–
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MCP
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–
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Model routing
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–
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APIs
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–
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Development
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–
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GitHub pull requests
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Infrastructure monitoring
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LLM management
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Agent testing
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–
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Sre
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–
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Workflows
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.