Compare All AI Data Labeling Software 2026
Side-by-side comparison of 9 ai data labeling tools. Find the right fit for your team and budget.
Quick Answer
AI Data Labeling software pricing ranges from Free to $50K per user per month in 2026. The category average is $1.2K/user/month. 4 of 9 tools offer free tiers.
Quick Picks
Full Comparison Matrix
| Product | Starting Price | Popular Tier | Enterprise | Free Tier | Best For |
|---|---|---|---|---|---|
| Kili Technology | Free /month | Free /month | Free /month | Yes | - |
| AWS SageMaker Ground Truth | Custom | Custom | Custom | No | - |
| V7 Labs | Custom | Custom | Custom | No | - |
| Label Studio (HumanSignal) | Free /month | $99 /month | $638 /month | Yes | Technical teams self-hosting with no budget |
| Heartex (Label Studio) | $49 /month | $99 /month | $99 /month | No | - |
| 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
9
Products
$5
Avg Starting
$1.2K
Avg Popular
4
Free Tiers