Pieces vs Fathom vs Otter.ai vs Zed

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

Your tool
Pieces
vs
Competitor 1
Fathom
Competitor 2
Otter.ai
Competitor 3
Zed
Compare
4 tools · best value per row highlighted
Your tool Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Remove
Competitor Fathom
fathom.video
Meeting notes land in your inbox before you've left the call
Make main Remove
Competitor Otter.ai
otter.ai
Meetings that take notes for themselves
Make main Remove
Competitor Zed
zed.dev
Speed meets intelligence
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
5.3Mvisits/mo
6.3Mvisits/mo
1.2Mvisits/mo
MoM change
▼ 5.9%
▼ 2.3%
▼ 1.4%
▼ 18.1%
6-month growth
-16.0%
+6.1%
-24.1%
+26.6%
Global rank web
#248,413
#12,522
#8,187
#47,672
Avg. last 3 months
176.5K
5.3M
6.4M
1.5M
Bounce rate lower is better
44%
42%
27%
42%
Pages / visit
2.2
3.2
5.2
2.8
Visit duration
45s
3m 01s
4m 42s
1m 56s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 80% · ● Referral 13%
● Direct 86% · ● Mail 11%
● Direct 80% · ● Referral 18%
PiecesFathomOtter.aiZed
02.1M4.2M6.3M8.3MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KFathom · 3.8MFathom · 3.9MFathom · 4.4MFathom · 4.6MFathom · 4.9MFathom · 5MFathom · 4.8MFathom · 5.2MFathom · 5.4MFathom · 5.3MOtter.ai · 6.7MOtter.ai · 6.2MOtter.ai · 7.2MOtter.ai · 7.5MOtter.ai · 8.3MOtter.ai · 7.7MOtter.ai · 7MOtter.ai · 6.6MOtter.ai · 6.4MOtter.ai · 6.3MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2M100K1M10MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KFathom · 3.8MFathom · 3.9MFathom · 4.4MFathom · 4.6MFathom · 4.9MFathom · 5MFathom · 4.8MFathom · 5.2MFathom · 5.4MFathom · 5.3MOtter.ai · 6.7MOtter.ai · 6.2MOtter.ai · 7.2MOtter.ai · 7.5MOtter.ai · 8.3MOtter.ai · 7.7MOtter.ai · 7MOtter.ai · 6.6MOtter.ai · 6.4MOtter.ai · 6.3MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$18.99per month
Free tier
$8.49per month · free tier available
Free tier
Free tier
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Free trial
–
–
API access
–
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
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Basic FreePro $8.49/moBusiness $19.99/moEnterprise Custom
Personal FreePro $10/moBusiness $30/mo
Capabilities input → output
Input
AudioCodeText
Audio
Audio
CodeText
Output
Text
Text
Text
Code
Skill level
Intermediate
Beginner-friendly
Beginner-friendly
Advanced
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Productivity & OfficeAI Meeting AssistantAI Note Taker
Productivity & OfficeVoice & SpeechAI Meeting AssistantAI Note Taker+1 more
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
9
6
5
Coding
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Meeting transcription
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Note taking
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Transcription
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Code autocompletion
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Code snippets
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Meeting notes
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Meeting summaries
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Summarizing
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Debugging
–
–
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Development
–
–
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Digital information management
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–
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Meetings
–
–
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Call summaries
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Call transcriptions
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Code documentation
–
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Git commands
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Knowledge exploration
–
–
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Meeting analysis
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Meeting minutes
–
–
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Productivity
–
–
–
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.