Lambda vs Modal vs Codeaid

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

Your tool
Lambda
vs
Competitor 1
Modal
Competitor 2
Codeaid
Competitor 3
Suggested competitors for Lambda: Hyperbolic100% Beam99% Phala Cloud98% RunPod97% Vast.ai97% CoreWeave93% Medjed AI88% Google Colab87%
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3 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Codeaid
codeaid.io
Codeaid runs coding assessments and technical interviews through an AI system that generates questions, evaluates code, and scores candidates across multiple dimensions
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
972.8Kvisits/mo
3.3Kvisits/mo
MoM change
—
▲ 5.7%
▲ 23.7%
6-month growth
—
+13.6%
+3.4%
Global rank web
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#43,856
#6,050,844
Avg. last 3 months
—
960K
3.2K
Bounce rate lower is better
—
37%
36%
Pages / visit
—
6.6
2.0
Visit duration
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5m 31s
20s
Traffic sources
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● Direct 94% · ● Referral 5%
—
LambdaModalCodeaid
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3K1K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Starting price
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$250per month · free tier available
$129per month
Free tier
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–
Free trial
–
–
API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter FreeTeam $250/moEnterprise Custom
Team $129/moEnterprise Custom
Capabilities input → output
Input
CodeData
Code
Code
Output
Apps
Apps
Data
Skill level
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Business & MarketingAI Recruiting
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
6
7
GPU infrastructure
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Developer tools
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Coding assessments
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–
Recruiting
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Coding interviews
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–
Developer recruitment
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–
Engineering interviews
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–
Inference
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–
Technical recruitment
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–
APIs
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–
Code analysis
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–
Development
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–
Performance optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.