Gumloop vs Pipedream vs Langflow vs Ask Steve

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

Your tool
Gumloop
vs
Competitor 1
Pipedream
Competitor 2
Langflow
Competitor 3
Ask Steve
Compare
4 tools · best value per row highlighted
Your tool Gumloop
gumloop.com
Gumloop is a multiplayer AI agent builder that lets people across a company create agents with the model and integrations they choose while IT keeps control of access.
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Competitor Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
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Competitor Langflow
langflow.org
Drag and drop AI
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Competitor Ask Steve
asksteve.to
You're juggling fifteen tabs—copying website info into a spreadsheet
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Traffic estimated monthly website traffic
Monthly visits
—
—
215.3Kvisits/mo
5.1Kvisits/mo
MoM change
—
—
▼ 0.7%
▲ 15.9%
6-month growth
—
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-4.9%
-12.8%
Global rank web
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#217,191
#3,061,089
Avg. last 3 months
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225.2K
4.9K
Bounce rate lower is better
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44%
43%
Pages / visit
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2.2
3.2
Visit duration
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1m 04s
2m 24s
Traffic sources
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● Direct 76% · ● Referral 24%
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GumloopPipedreamLangflowAsk Steve
073.8K147.7K221.5K295.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KAsk Steve · 6.8KAsk Steve · 8.1KAsk Steve · 6.9KAsk Steve · 5.9KAsk Steve · 8KAsk Steve · 6.1KAsk Steve · 5KAsk Steve · 4.4KAsk Steve · 5.1K1K10K100K1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KAsk Steve · 6.8KAsk Steve · 8.1KAsk Steve · 6.9KAsk Steve · 5.9KAsk Steve · 8KAsk Steve · 6.1KAsk Steve · 5KAsk Steve · 4.4KAsk Steve · 5.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free Trial
Freemium
Free
Free
Starting price
$37per month
$99per month · free tier available
Free
Free
Free tier
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Free trial
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API access
Plans
Pro $37/moEnterprise Custom
Free FreeStartup $99/moBusiness Custom
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BYO Account Free
Capabilities input → output
Input
DataText
Code
Text
DocumentsTextWeb pages
Output
Apps
Apps
Apps
DataText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Productivity & OfficeAI AgentAI AssistantAI Email Assistant+1 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
7
7
9
9
Agents
Agent creation
Workflows
No-code
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Developer tools
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APIs
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API integrations
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Chrome extensions
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MCP
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Chatbots
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Development
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LLM development
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–
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Agent management
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Agent memory
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Email extraction
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Email management
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Email summaries
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Gmail email management
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Gmail email writing
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Image generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
0
0
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Reviews
0
0
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0
Prompts
0
0
0
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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.