Beam vs Hal vs GitHub Copilot vs Lambda

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

Your tool
Beam
vs
Competitor 1
Hal
Competitor 2
GitHub Copilot
Competitor 3
Lambda
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.
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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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
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3.4Kvisits/mo
637.9Mvisits/mo
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MoM change
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▼ 10.9%
▲ 3.7%
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6-month growth
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+60.6%
+19.3%
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Global rank web
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#6,156,551
#49
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Avg. last 3 months
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3.9K
629.7M
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Bounce rate lower is better
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39%
36%
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Pages / visit
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1.1
5.9
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Visit duration
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6m 26s
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Traffic sources
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● Direct 83% · ● Referral 15%
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BeamHalGitHub CopilotLambda
0159.5M318.9M478.4M637.9MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M1001K10K100K1M10M100M1BHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$89per month · free tier available
$2,000per month
$4per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Developer FreeTeam $89/moGrowth Custom
Startups $2,000/mo
Free FreeTeam $4/moEnterprise $21/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
Code
CodeText
CodeText
CodeData
Output
Apps
Apps
Code
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
9
3
GPU infrastructure
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APIs
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Developer tools
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Chatbot building
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Chatbots
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Cloud infrastructure
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Code autocompletion
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Coding
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Agents
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Cloud computing
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Code reviews
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Coding in VS Code
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Document chat
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Vs code
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Agent management
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Debugging
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Model training
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Terminal
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Virtual computing
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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
0
0
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Reviews
0
0
0
0
Prompts
0
0
2
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.