Scale AI vs Encord vs Codeaid 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
Encord
Competitor 2
Codeaid
Competitor 3
Hugging Face TRL
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.
Remove
Competitor Encord
encord.com
Model evaluation meets active learning in Encord, a system built to guide AI applications from initial data work through production deployment
Make main Remove
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
Make main Remove
Competitor Hugging Face TRL
huggingface.co
TRL, short for Transformers Reinforcement Learning, is a Hugging Face library for post-training transformer language models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
251.9Kvisits/mo
3.3Kvisits/mo
—
MoM change
—
—
▲ 23.7%
—
6-month growth
—
—
+3.4%
—
Global rank web
—
—
#6,050,844
—
Avg. last 3 months
—
251.9K
3.2K
—
Bounce rate lower is better
—
—
36%
—
Pages / visit
—
—
2.0
—
Visit duration
—
—
20s
—
Traffic sources
—
—
—
—
Scale AIEncordCodeaidHugging Face TRL
063K126K188.9K251.9KEncord · 251.9KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3K1K10K100K1MEncord · 251.9KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KJan '26FebMarAprMayJunJulAug
Pricing
Model
—
Freemium
Freemium
Freemium
Starting price
—
—
$129per month
$9per month · free tier available
Free tier
–
–
–
Free trial
–
–
–
API access
–
–
–
Plans
—
—
Team $129/moEnterprise Custom
Pro $9/moTeam $20/moFree FreeStorage $8/mo
Capabilities input → output
Input
Data
DataImagesVideo
Code
CodeData
Output
Data
Data
Data
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
5
9
5
Data labeling
–
–
Developer tools
–
–
LLM development
–
–
Model training
–
–
Coding assessments
–
–
–
Fine-Tuning
–
–
–
LLM training
–
–
–
Recruiting
–
–
–
Candidate screening
–
–
–
Coding interviews
–
–
–
Developer recruitment
–
–
–
Engineering interviews
–
–
–
Generative AI evaluation
–
–
–
Image annotation
–
–
–
Interviewing
–
–
–
Technical recruitment
–
–
–
Code analysis
–
–
–
Data management
–
–
–
Testing
–
–
–
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
–
–
–
–

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.