Scale AI vs Lambda vs Hal vs Unsloth AI

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

Your tool
Scale AI
vs
Competitor 1
Lambda
Competitor 2
Hal
Competitor 3
Unsloth AI
Compare
4 tools · best value per row highlighted
Your tool Scale AI
scale.com
Scale AI supplies the data and evaluation services behind many of the world's leading AI models, and it also builds applied AI systems for enterprises and governments.
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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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Competitor Unsloth AI
unsloth.ai
A machine learning engineer needs to fine-tune Llama 3 on a single NVIDIA T4 GPU but keeps hitting out-of-memory errors
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Traffic estimated monthly website traffic
Monthly visits
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3.4Kvisits/mo
1.5Mvisits/mo
MoM change
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▼ 10.9%
▲ 47.7%
6-month growth
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+60.6%
+22.2%
Global rank web
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#6,156,551
#57,929
Avg. last 3 months
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3.9K
1.3M
Bounce rate lower is better
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39%
48%
Pages / visit
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1.1
2.4
Visit duration
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1m 53s
Traffic sources
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● Direct 62% · ● Referral 38%
Scale AILambdaHalUnsloth AI
0392.3K784.5K1.2M1.6MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5M1001K10K100K1M10MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Paid
Freemium
Free
Starting price
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$2,000per month
Free
Free tier
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Free trial
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API access
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Plans
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Startups $2,000/mo
Free FreePro Contact for pricingEnterprise Contact for pricing
Capabilities input → output
Input
Data
CodeData
CodeText
DataImagesText
Output
Data
Apps
Apps
ImagesTextVideo
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
3
4
3
LLM development
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Developer tools
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Model training
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Chatbot building
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Chatbots
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Data labeling
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Fine-Tuning
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GPU infrastructure
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APIs
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Document chat
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Generative AI evaluation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
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Reviews
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Prompts
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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.