Pieces vs Fabric vs remio vs Qoder

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

Your tool
Pieces
vs
Competitor 1
Fabric
Competitor 2
remio
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 Fabric
fabric.so
Make main Remove
Competitor remio
remio.ai
Capture everything, actually find it later
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
173.7Kvisits/mo
171.5Kvisits/mo
3Mvisits/mo
MoM change
▼ 5.9%
▼ 3.2%
▲ 13.2%
▼ 6.6%
6-month growth
-16.0%
-31.7%
+22.7%
+22.5%
Global rank web
#248,413
#212,025
#305,152
#15,878
Avg. last 3 months
176.5K
183.1K
158.9K
3.1M
Bounce rate lower is better
44%
40%
44%
32%
Pages / visit
2.2
3.3
1.8
5.0
Visit duration
45s
1m 07s
48s
4m 15s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 87% · ● Referral 10%
● Direct 68% · ● Referral 32%
● Direct 85% · ● Referral 15%
PiecesFabricremioQoder
0799.8K1.6M2.4M3.2MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7Kremio · 57.6Kremio · 110.6Kremio · 187.1Kremio · 160.4Kremio · 139.8Kremio · 140.3Kremio · 145.3Kremio · 153.7Kremio · 151.5Kremio · 171.5KQoder · 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 · 169.6KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7Kremio · 57.6Kremio · 110.6Kremio · 187.1Kremio · 160.4Kremio · 139.8Kremio · 140.3Kremio · 145.3Kremio · 153.7Kremio · 151.5Kremio · 171.5KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$18.99per month
$8per month
$13.9per month · free tier available
$20per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Free FreePro $13.90/moPlus $42/moMax $139/mo
Free FreePro $20/moPro+ $60/moUltra $200/mo
Capabilities input → output
Input
CodeTextAudio
Web pagesTextDocumentsAudio
VideoWeb pagesTextDocumentsAudio
TextImagesCode
Output
Text
Text
TextSlidesData
Code
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeAI AssistantAI Files+3 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
1
0
1
4
Coding
–
–
Agents
–
–
–
Note taking
–
–
–
Code documentation
–
–
–
Development
–
–
–
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
–
–
–
–

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.