Pieces vs OpenAI Codex vs Learnbase

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

Your tool
Pieces
vs
Competitor 1
OpenAI Codex
Competitor 2
Learnbase
Competitor 3
Suggested competitors for Pieces: remio80% Stacks79% Constella78% Glean75% Cursor75% Amazon Q Developer75% Tabnine74% Liminary74%
Compare
3 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
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Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Make main Remove
Competitor Learnbase
learnbase.app
Quick AI responses give you answers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
204.3Mvisits/mo
217visits/mo
MoM change
▼ 5.9%
▲ 3.6%
▼ 71.0%
6-month growth
-16.0%
+0.3%
—
Global rank web
#248,413
#212
—
Avg. last 3 months
176.5K
197.3M
597
Bounce rate lower is better
44%
58%
40%
Pages / visit
2.2
3.0
1.4
Visit duration
45s
2m 31s
4s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 81% · ● Referral 17%
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PiecesOpenAI CodexLearnbase
066.6M133.2M199.7M266.3MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KOpenAI 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 · 204.3MLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217101001K10K100K1M10M100M1BPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KOpenAI 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 · 204.3MLearnbase · 42Learnbase · 374Learnbase · 827Learnbase · 749Learnbase · 217Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$18.99per month
$20per month · free tier available
$14.99per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
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Free FreePro $14.99/moEnterprise $0
Capabilities input → output
Input
AudioCodeText
CodeText
Text
Output
Text
Code
Text
Skill level
Intermediate
Advanced
Beginner-friendly
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeAI Code ReviewAI Coding Assistant
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
4
3
Coding
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Code documentation
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Code snippets
–
–
Digital information management
–
–
Learning
–
–
Code reviews
–
–
Development
–
–
Knowledge
–
–
Knowledge bases
–
–
Knowledge exploration
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.