Pieces vs Liminary vs Knowledge Plane vs Qoder

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

Your tool
Pieces
vs
Competitor 1
Liminary
Competitor 2
Knowledge Plane
Competitor 3
Qoder
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Make main Remove
Competitor Knowledge Plane
knowledgeplane.io
Engineering teams watch their AI tools hallucinate outdated project details
Make main Remove
Competitor Qoder
qoder.com
Over a million developers already use Qoder
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
23.3Kvisits/mo
—
3Mvisits/mo
MoM change
▼ 5.9%
▼ 18.4%
—
▼ 6.6%
6-month growth
-16.0%
-10.4%
—
+22.5%
Global rank web
#248,413
#1,028,276
—
#15,878
Avg. last 3 months
176.5K
24.3K
—
3.1M
Bounce rate lower is better
44%
37%
0%
32%
Pages / visit
2.2
2.0
—
5.0
Visit duration
45s
51s
—
4m 15s
Traffic sources
● Direct 68% · ● Referral 30%
—
—
● Direct 85% · ● Referral 15%
PiecesLiminaryKnowledge PlaneQoder
0799.8K1.6M2.4M3.2MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3M10K100K1M10MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$18.99per month
$29per month · free tier available
$19per month · free tier available
$20per month · free tier available
Free tier
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Free trial
–
API access
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
Explorer FreePro $29/moTeam $50/mo
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Free FreePro $20/moPro+ $60/moUltra $200/mo
Capabilities input → output
Input
AudioCodeText
DocumentsTextWeb pages
CodeDocumentsText
CodeImagesText
Output
Text
Text
Text
Code
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
1
1
2
4
Coding
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Knowledge graphs
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–
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Agents
–
–
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Knowledge bases
–
–
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Code documentation
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–
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Development
–
–
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Note taking
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 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.