Question Base vs opcode vs Glean

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

Your tool
Question Base
vs
Competitor 1
opcode
Competitor 2
Glean
Competitor 3
Compare
3 tools · best value per row highlighted
Your tool Question Base
questionbase.com
Question Base is an AI answer agent that lives in Slack and responds to employee questions using your company's documentation, wikis and past conversations.
Competitor opcode
opcode.sh
opcode is a free, open-source desktop application that gives Anthropic's command-line coding agent a graphical interface.
Competitor Glean
glean.com
Glean is an enterprise AI platform that connects to company apps and data to provide search, an AI assistant and agents.
Traffic estimated monthly website traffic
Monthly visits
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6-month growth
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Global rank web
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Avg. last 3 months
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Bounce rate lower is better
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Pages / visit
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Visit duration
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Traffic sources
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Pricing
Model
Paid
Free
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Starting price
$5per month
Free
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Free tier
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Free trial
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API access
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Plans
Proof of Concept $1,000Annual Pro $6,000/yrEnterprise+ $20,000/yr
Open source Free
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Capabilities input → output
Input
DocumentsText
CodeText
DataDocumentsText
Output
Text
Code
Text
Skill level
Intermediate
Advanced
Intermediate
Categories
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
10
Agents
Knowledge bases
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Agent creation
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Knowledge
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AI search
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Developer tools
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Slack
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Agent management
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Business productivity
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Chatbots
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Knowledge optimization
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Coding
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Digital information management
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Knowledge sourcing
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MCP
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Model routing
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Self hosted
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Community on aitoolstime
Rating
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Saves
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Reviews
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Prompts
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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.