Liminary vs OpenAI Codex vs Pieces vs Learnbase

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

Your tool
Liminary
vs
Competitor 1
OpenAI Codex
Competitor 2
Pieces
Competitor 3
Learnbase
Compare
4 tools · best value per row highlighted
Your tool Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
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Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Make main Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Competitor Learnbase
learnbase.app
Quick AI responses give you answers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
204.3Mvisits/mo
169.6Kvisits/mo
217visits/mo
MoM change
▼ 18.4%
▲ 3.6%
▼ 5.9%
▼ 71.0%
6-month growth
-10.4%
+0.3%
-16.0%
—
Global rank web
#1,028,276
#212
#248,413
—
Avg. last 3 months
24.3K
197.3M
176.5K
597
Bounce rate lower is better
37%
58%
44%
40%
Pages / visit
2.0
3.0
2.2
1.4
Visit duration
51s
2m 31s
45s
4s
Traffic sources
—
● Direct 81% · ● Referral 17%
● Direct 68% · ● Referral 30%
—
LiminaryOpenAI CodexPiecesLearnbase
066.6M133.2M199.7M266.3MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217101001K10K100K1M10M100M1BLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$29per month · free tier available
$20per month · free tier available
$18.99per month
$14.99per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
–
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Plans
Explorer FreePro $29/moTeam $50/mo
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Pro $18.99/moEnterprise $22.99/mo
Free FreePro $14.99/moEnterprise $0
Capabilities input → output
Input
DocumentsTextWeb pages
CodeText
AudioCodeText
Text
Output
Text
Code
Text
Text
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
9
5
6
Coding
–
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Digital information management
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Knowledge bases
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Code documentation
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Agents
–
–
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Bookmarking
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–
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Code snippets
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–
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Learning paths
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Chrome extensions
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GitHub automation
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–
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GitHub pull requests
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–
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Learning
–
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Study plans
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Code reviews
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Debugging
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Development
–
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Education
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Knowledge
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Knowledge exploration
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Note taking
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Terminal
–
–
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Web search summaries
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.