Lambda vs Gemini Code Assist vs Code Wiki vs Modal

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

Your tool
Lambda
vs
Competitor 1
Gemini Code Assist
Competitor 2
Code Wiki
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Remove
Competitor Gemini Code Assist
codeassist.google
It provides a chat interface that is aware of the code in the open files, automatic completions as you type, and generation or transformation of whole functions and files on demand.
Make main Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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152.5Kvisits/mo
972.8Kvisits/mo
MoM change
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▼ 17.8%
▲ 5.7%
6-month growth
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-70.8%
+13.6%
Global rank web
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#251,881
#43,856
Avg. last 3 months
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225.3K
960K
Bounce rate lower is better
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41%
37%
Pages / visit
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3.0
6.6
Visit duration
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55s
5m 31s
Traffic sources
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● Direct 76% · ● Referral 24%
● Direct 94% · ● Referral 5%
LambdaGemini Code AssistCode WikiModal
0291.9K583.7K875.6K1.2MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Free
Freemium
Starting price
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$19per month · free tier available
Free
$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Individuals FreeStandard $19/moEnterprise $45/mo
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Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeText
Code
Code
Output
Apps
Code
ImagesText
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
7
6
Developer tools
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GPU infrastructure
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Code documentation
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Codebase q a
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Coding
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Architecture
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Code autocompletion
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Code explanations
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Code reviews
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Inference
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APIs
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Agents
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Code analysis
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Code summaries
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Development
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GitHub pull requests
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MCP
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Model training
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
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0
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0
Reviews
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Prompts
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0
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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.