Tabnine vs Code Wiki vs Lambda vs Zed

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

Your tool
Tabnine
vs
Competitor 1
Code Wiki
Competitor 2
Lambda
Competitor 3
Zed
Compare
4 tools · best value per row highlighted
Your tool Tabnine
tabnine.com
AI coding with privacy built in
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Zed
zed.dev
Speed meets intelligence
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
131.2Kvisits/mo
152.5Kvisits/mo
—
1.2Mvisits/mo
MoM change
▼ 22.7%
▼ 17.8%
—
▼ 18.1%
6-month growth
-53.5%
-70.8%
—
+26.6%
Global rank web
#283,229
#251,881
—
#47,672
Avg. last 3 months
164.1K
225.3K
—
1.5M
Bounce rate lower is better
46%
41%
—
42%
Pages / visit
1.7
3.0
—
2.8
Visit duration
28s
55s
—
1m 56s
Traffic sources
● Direct 82% · ● Referral 17%
● Direct 76% · ● Referral 24%
—
● Direct 80% · ● Referral 18%
TabnineCode WikiLambdaZed
0462K923.9K1.4M1.8MTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2M100K1M10MTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$39per month
Free
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Free tier
Free tier
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Free trial
–
–
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API access
–
–
–
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Plans
Code Assistant $39/moAgentic Platform $59/mo
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Personal FreePro $10/moBusiness $30/mo
Capabilities input → output
Input
CodeText
Code
CodeData
CodeText
Output
Code
ImagesText
Apps
Code
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Coding Assistant
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
7
3
5
Code autocompletion
–
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Coding
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Code documentation
–
–
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Codebase q a
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–
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GPU infrastructure
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–
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Architecture
–
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Code explanations
–
–
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Debugging
–
–
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Development
–
–
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Code analysis
–
–
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Code summaries
–
–
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Developer tools
–
–
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Git commands
–
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GitHub pull requests
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Model training
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 2
▲ 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.