Langflow vs Stack AI vs Cloudir | LLM Ops
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Langflow
vs
Langflow
Competitor 1
Stack AI
Stack AI
Competitor 2
Cloudir | LLM Ops
Cloudir | LLM Ops
Competitor 3
Suggested competitors for Langflow:
Flowise92%
Dify88%
LangChain85%
Haystack82%
Rivet79%
LLangdock77%
MindStudio76%
Hal76%
Flowise92%
Dify88%
LangChain85%
Haystack82%
Rivet79%
LLangdock77%
MindStudio76%
Hal76%
Compare
3 tools · best value per row highlighted
Competitor
Cloudir | LLM Ops
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
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
6.3Kvisits/mo
9.1Kvisits/mo
MoM change
▼ 0.7%
▼ 57.9%
▼ 21.0%
6-month growth
-4.9%
-93.7%
+12.7%
Global rank web
#217,191
#1,700,092
#2,357,399
Avg. last 3 months
225.2K
13.9K
14.6K
Bounce rate lower is better
44%
39%
38%
Pages / visit
2.2
1.8
2.0
Visit duration
1m 04s
14s
12s
Traffic sources
● Direct 76% · ● Referral 24%
—
—
LangflowStack AICloudir | LLM Ops
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
Free tier
$49per month · free tier available
Free tier
Free trial
–
–
API access
Plans
—
—
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Capabilities input → output
Input
Text
DataDocumentsText
Data
Output
Apps
Apps
Data
Skill level
Advanced
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
9
5
5
Agents
–
No-code
–
Workflows
–
Agent creation
–
API cost reduction
–
–
Cost management
–
–
LLM gateway
–
–
Model routing
–
–
Chatbots
–
–
Developer tools
–
–
Development
–
–
LLM development
–
–
LLM management
–
–
APIs
–
–
Finance workflow automation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
–
–
–
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.