Modal vs Codeaid vs Lambda

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

Your tool
Modal
vs
Competitor 1
Codeaid
Competitor 2
Lambda
Competitor 3
Suggested competitors for Modal: Baseten86% RunPod85% Beam82% Replicate80% Cerebrium80% Anyscale78% Together AI76% Fireworks AI74%
Compare
3 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
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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
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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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
#43,856
#6,050,844
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Avg. last 3 months
960K
3.2K
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Bounce rate lower is better
37%
36%
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Pages / visit
6.6
2.0
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Visit duration
5m 31s
20s
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Traffic sources
● Direct 94% · ● Referral 5%
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—
ModalCodeaidLambda
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
Freemium
Freemium
Paid
Starting price
$250per month · free tier available
$129per month
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Free tier
–
–
Free trial
–
–
API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Team $129/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
Code
Code
CodeData
Output
Apps
Data
Apps
Skill level
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
2
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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–
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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.