Ellipsis vs Augment Code vs Lambda vs Hal

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

Your tool
Ellipsis
vs
Competitor 1
Augment Code
Competitor 2
Lambda
Competitor 3
Hal
Compare
4 tools · best value per row highlighted
Your tool Ellipsis
ellipsis.dev
Ellipsis is a managed cloud platform for running coding agents.
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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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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Traffic estimated monthly website traffic
Monthly visits
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3.4Kvisits/mo
MoM change
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▼ 10.9%
6-month growth
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+60.6%
Global rank web
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#6,156,551
Avg. last 3 months
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3.9K
Bounce rate lower is better
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39%
Pages / visit
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1.1
Visit duration
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Traffic sources
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EllipsisAugment CodeLambdaHal
01.7K3.5K5.2K6.9KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
Paid
Paid
Freemium
Starting price
$5,000per month
$20per month
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$2,000per month
Free tier
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Free trial
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API access
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Plans
Managed SaaS Usage-basedYour AWS Account Usage-based
Standard $20/moBusiness $100/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Startups $2,000/mo
Capabilities input → output
Input
CodeText
CodeText
CodeData
CodeText
Output
Code
Code
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
3
4
Agents
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Code reviews
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Coding
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Agent creation
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Developer tools
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Chatbot building
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Chatbots
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GPU infrastructure
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APIs
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Dependency updates
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Document chat
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GitHub pull requests
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Testing
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Agent management
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Code testing
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Debugging
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Model training
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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.