Scale AI 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
Codeaid
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%
Compare
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.
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
—
3.3Kvisits/mo
—
MoM change
—
▲ 23.7%
—
6-month growth
—
+3.4%
—
Global rank web
—
#6,050,844
—
Avg. last 3 months
—
3.2K
—
Bounce rate lower is better
—
36%
—
Pages / visit
—
2.0
—
Visit duration
—
20s
—
Traffic sources
—
—
—
Scale AICodeaidHugging Face TRL
02K4K6.1K8.1KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3K1K10KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KJan '26FebMarAprMayJunJulAug
Pricing
Model
—
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
Code
CodeData
Output
Data
Data
Data
Skill level
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
9
5
LLM development
–
Model training
–
Coding assessments
–
–
Data labeling
–
–
Fine-Tuning
–
–
LLM training
–
–
Recruiting
–
–
Candidate screening
–
–
Coding interviews
–
–
Developer recruitment
–
–
Developer tools
–
–
Engineering interviews
–
–
Generative AI evaluation
–
–
Interviewing
–
–
Technical recruitment
–
–
Code analysis
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.