Fabric vs remio vs Cerebro vs Withpoly

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

Your tool
Fabric
vs
Competitor 1
remio
Competitor 2
Cerebro
Competitor 3
Withpoly
Compare
4 tools · best value per row highlighted
Your tool Fabric
fabric.so
Remove
Competitor remio
remio.ai
Capture everything, actually find it later
Make main Remove
Competitor Cerebro
heycerebro.com
This platform promises to turn your scattered reading pile into a searchable knowledge base
Make main Remove
Competitor Withpoly
withpoly.com
Poly, offered by Withpoly, is an AI-powered cloud file browser, available on the web and as a desktop app, that understands the content of your files.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
173.7Kvisits/mo
171.5Kvisits/mo
6.1Kvisits/mo
—
MoM change
▼ 3.2%
▲ 13.2%
▲ 396.9%
—
6-month growth
-31.7%
+22.7%
+948.5%
—
Global rank web
#212,025
#305,152
#12,572,623
—
Avg. last 3 months
183.1K
158.9K
2.7K
—
Bounce rate lower is better
40%
44%
37%
—
Pages / visit
3.3
1.8
1.0
—
Visit duration
1m 07s
48s
—
—
Traffic sources
● Direct 87% · ● Referral 10%
● Direct 68% · ● Referral 32%
—
—
FabricremioCerebroWithpoly
069.4K138.7K208.1K277.4KFabric · 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 · 171.5KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1K1001K10K100K1MFabric · 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 · 171.5KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
—
Starting price
$8per month
$13.9per month · free tier available
$4.99per month · free tier available
—
Free tier
–
–
Free trial
–
–
–
API access
–
–
–
–
Plans
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Free FreePro $13.90/moPlus $42/moMax $139/mo
—
—
Capabilities input → output
Input
Web pagesTextDocumentsAudio
AudioVideoWeb pagesTextDocuments
Web pagesDocuments
VideoTextImagesDocuments
Output
Text
TextSlidesData
Text
TextImages
Skill level
Intermediate
Beginner-friendly
Intermediate
Beginner-friendly
Categories
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeAI AssistantAI Files+3 more
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
9
7
8
Knowledge bases
–
Files
–
Note taking
–
–
Meeting transcription
–
–
–
AI search
–
–
–
Digital information management
–
–
–
Document chat
–
–
–
File organization
–
–
–
Image search
–
–
–
Knowledge
–
–
–
Knowledge exploration
–
–
–
Knowledge maps
–
–
–
Research
–
–
–
Searching
–
–
–
Call transcriptions
–
–
–
File sharing
–
–
–
Idea management
–
–
–
Image generation
–
–
–
Knowledge consultation
–
–
–
Knowledge graphs
–
–
–
PDF analysis
–
–
–
Reverse image search
–
–
–
Summarizing
–
–
–
Video summaries
–
–
–
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.