Best AI Data Labeling Software 2026: 5 Tools Compared
Quick Answer

AI Data Labeling software pricing ranges from Free to $50K per user per month in 2026. The category average is $2.2K/user/month. 3 of 5 tools offer free tiers.

Quick Picks

Best Value

Label Studio (HumanSignal)

From Free/month

Best Free Tier

Label Studio (HumanSignal)

Free plan available

Most Feature-Rich

Surge AI

Up to $50K/project

Full Comparison Matrix

Product Starting Price Popular Tier Enterprise Free Tier Best For
Label Studio (HumanSignal) Free /month $50 /month $3K /month Yes Technical teams self-hosting
Labelbox Free /month $500 /month $3.5K /month Yes Eval + small projects
SuperAnnotate Free /month $500 /month $2.5K /month Yes Eval + small teams
Scale AI Free /project $5K /project $100K /project No Small batches, prototyping
Surge AI Free /project $5K /project $50K /project No LLM-training data

Category Summary

5

Products

Free

Avg Starting

$2.2K

Avg Popular

3

Free Tiers