Pieces vs Sourcegraph Cody vs Tabnine vs Zed

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

Your tool
Pieces
vs
Competitor 1
Sourcegraph Cody
Competitor 2
Tabnine
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 Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Competitor Tabnine
tabnine.com
AI coding with privacy built in
Make main Remove
Competitor Zed
zed.dev
Speed meets intelligence
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
169.6Kvisits/mo
185.6Kvisits/mo
131.2Kvisits/mo
1.2Mvisits/mo
MoM change
▼ 5.9%
▼ 10.6%
▼ 22.7%
▼ 18.1%
6-month growth
-16.0%
-40.6%
-53.5%
+26.6%
Global rank web
#248,413
#204,583
#283,229
#47,672
Avg. last 3 months
176.5K
209.7K
164.1K
1.5M
Bounce rate lower is better
44%
42%
46%
42%
Pages / visit
2.2
2.9
1.7
2.8
Visit duration
45s
1m 39s
28s
1m 56s
Traffic sources
● Direct 68% · ● Referral 30%
● Direct 91% · ● Referral 7%
● Direct 82% · ● Referral 17%
● Direct 80% · ● Referral 18%
PiecesSourcegraph CodyTabnineZed
0462K923.9K1.4M1.8MPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KZed · 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 · 169.6KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KZed · 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
$16,000per month
$39per month
Free tier
Free tier
–
–
–
Free trial
–
API access
–
–
–
–
Plans
Pro $18.99/moEnterprise $22.99/mo
Enterprise $16,000/yr
Code Assistant $39/moAgentic Platform $59/mo
Personal FreePro $10/moBusiness $30/mo
Capabilities input → output
Input
AudioCodeText
CodeText
CodeText
CodeText
Output
Text
Code
Code
Code
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
4
2
5
Coding
Code autocompletion
–
–
Debugging
–
–
Code snippets
–
–
–
Development
–
–
–
Digital information management
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Git commands
–
–
–
Knowledge exploration
–
–
–
Prompt management
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 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.