Zed vs CodingFleet vs Tabnine vs Windsurf

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

Your tool
Zed
vs
Competitor 1
CodingFleet
Competitor 2
Tabnine
Competitor 3
Windsurf
Compare
4 tools · best value per row highlighted
Your tool Zed
zed.dev
Speed meets intelligence
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Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
Make main Remove
Competitor Tabnine
tabnine.com
AI coding with privacy built in
Make main Remove
Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.2Mvisits/mo
138.8Kvisits/mo
131.2Kvisits/mo
29.6Kvisits/mo
MoM change
▼ 18.1%
▲ 37.7%
▼ 22.7%
▲ 7.8%
6-month growth
+26.6%
+130.9%
-53.5%
+122.1%
Global rank web
#47,672
#323,656
#283,229
#1,172,623
Avg. last 3 months
1.5M
101.4K
164.1K
26.9K
Bounce rate lower is better
42%
46%
46%
50%
Pages / visit
2.8
1.8
1.7
1.3
Visit duration
1m 56s
35s
28s
13s
Traffic sources
● Direct 80% · ● Referral 18%
● Direct 88% · ● Referral 10%
● Direct 82% · ● Referral 17%
—
ZedCodingFleetTabnineWindsurf
0462K923.9K1.4M1.8MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1M10MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$7per month · free tier available
$39per month
$20per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Personal FreePro $10/moBusiness $30/mo
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Code Assistant $39/moAgentic Platform $59/mo
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeText
CodeText
CodeText
CodeText
Output
Code
Code
Code
Code
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
5
2
8
Coding
Code autocompletion
–
Debugging
–
Agent management
–
–
–
Agents
–
–
–
Developer tools
–
–
–
Development
–
–
–
Python
–
–
–
Code explanations
–
–
–
Code reviews
–
–
–
Code testing
–
–
–
Git commands
–
–
–
GitHub pull requests
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 1
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.