Lambda vs Aider vs Claude Code vs Modal

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

Your tool
Lambda
vs
Competitor 1
Aider
Competitor 2
Claude Code
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 Aider
aider.chat
AI pair programming in your terminal
Make main Remove
Competitor Claude Code
claude.com
Every plan tier hits usage limits
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
317.9Kvisits/mo
123.5Mvisits/mo
972.8Kvisits/mo
MoM change
—
▼ 15.9%
▼ 6.8%
▲ 5.7%
6-month growth
—
-12.7%
+106.6%
+13.6%
Global rank web
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#140,509
#434
#43,856
Avg. last 3 months
—
378.5K
125.2M
960K
Bounce rate lower is better
—
48%
64%
37%
Pages / visit
—
2.0
2.2
6.6
Visit duration
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55s
2m 36s
5m 31s
Traffic sources
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● Direct 83% · ● Referral 16%
● Direct 82% · ● Referral 15%
● Direct 94% · ● Referral 5%
LambdaAiderClaude CodeModal
035M69.9M104.9M139.9MAider · 293.8KAider · 277.7KAider · 314.6KAider · 289.1KAider · 364.1KAider · 402KAider · 478.7KAider · 439.5KAider · 378KAider · 317.9KClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10M100M1BAider · 293.8KAider · 277.7KAider · 314.6KAider · 289.1KAider · 364.1KAider · 402KAider · 478.7KAider · 439.5KAider · 378KAider · 317.9KClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Free
Freemium
Freemium
Starting price
—
Free
$17per month · free tier available
$250per month · free tier available
Free tier
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Free trial
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–
–
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API access
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–
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
AudioCodeImagesTextWeb pages
CodeText
Code
Output
Apps
Code
Code
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
9
6
Development
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Coding
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GPU infrastructure
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Terminal
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Debugging
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Developer tools
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Refactoring
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Agents
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–
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Code analysis
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–
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Code explanations
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–
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Code reviews
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–
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Code testing
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–
–
Git commands
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–
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Inference
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–
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APIs
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–
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Model training
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–
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Performance optimization
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–
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Terminal commands management
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–
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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
2
0
Verified listing
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–
–
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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.