Beam vs Lambda vs Mintlify vs Codeaid

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

Your tool
Beam
vs
Competitor 1
Lambda
Competitor 2
Mintlify
Competitor 3
Codeaid
Compare
4 tools · best value per row highlighted
Your tool Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Competitor Mintlify
mintlify.com
Documentation that writes itself from your code
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
Traffic estimated monthly website traffic
Monthly visits
—
—
387.9Kvisits/mo
3.3Kvisits/mo
MoM change
—
—
▲ 4.0%
▲ 23.7%
6-month growth
—
—
-37.3%
+3.4%
Global rank web
—
—
#114,864
#6,050,844
Avg. last 3 months
—
—
367.8K
3.2K
Bounce rate lower is better
—
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47%
36%
Pages / visit
—
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3.5
2.0
Visit duration
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—
1m 51s
20s
Traffic sources
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● Direct 74% · ● Referral 25%
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BeamLambdaMintlifyCodeaid
0348.9K697.7K1M1.4MMintlify · 373.1KMintlify · 331.3KMintlify · 338.6KMintlify · 353.9KMintlify · 618.3KMintlify · 1.4MMintlify · 718.1KMintlify · 342.3KMintlify · 373.1KMintlify · 387.9KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3K1K10K100K1M10MMintlify · 373.1KMintlify · 331.3KMintlify · 338.6KMintlify · 353.9KMintlify · 618.3KMintlify · 1.4MMintlify · 718.1KMintlify · 342.3KMintlify · 373.1KMintlify · 387.9KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$89per month · free tier available
—
$450per month · free tier available
$129per month
Free tier
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Free trial
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API access
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Plans
Developer FreeTeam $89/moGrowth Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter FreePro $450/moEnterprise Custom
Team $129/moEnterprise Custom
Capabilities input → output
Input
Code
CodeData
CodeText
Code
Output
Apps
Apps
Documents
Data
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
2
5
7
Developer tools
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GPU infrastructure
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Cloud infrastructure
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Code documentation
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Coding assessments
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Recruiting
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Writing documentation
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Coding interviews
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Developer recruitment
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Engineering interviews
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Technical recruitment
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Code analysis
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Development
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Documents
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Virtual computing
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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
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.