Scale AI vs Cloudgeni vs Hugging Face TRL

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

Your tool
Scale AI
vs
Competitor 1
Cloudgeni
Competitor 2
Hugging Face TRL
Competitor 3
Suggested competitors for Scale AI: Surge AI90% Mercor83% Weights & Biases83% V7 Darwin82% Axolotl80% Amazon SageMaker80% LLaMA-Factory80% Encord80%
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3 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 Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
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Competitor Hugging Face TRL
huggingface.co
TRL, short for Transformers Reinforcement Learning, is a Hugging Face library for post-training transformer language models.
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Traffic estimated monthly website traffic
Monthly visits
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933visits/mo
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MoM change
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▼ 23.2%
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6-month growth
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—
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Global rank web
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#13,519,090
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Avg. last 3 months
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843
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Bounce rate lower is better
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33%
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Pages / visit
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1.7
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Visit duration
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27s
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Traffic sources
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Scale AICloudgeniHugging Face TRL
03326649961.3KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 9331001K10KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Nov '25Jan '26FebMarApr
Pricing
Model
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Paid
Freemium
Starting price
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$449per month
$9per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Pro $9/moTeam $20/moFree FreeStorage $8/mo
Capabilities input → output
Input
Data
CodeDataText
CodeData
Output
Data
Code
Data
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
7
5
LLM development
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Developer tools
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Model training
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Agents
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Cloud infrastructure
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Data labeling
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DevOps
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Fine-Tuning
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LLM training
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Generative AI evaluation
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GitHub pull requests
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Infrastructure monitoring
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Sre
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
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0
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Reviews
0
0
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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.