Label Studio review
Built by HumanSignal, Label Studio is an open-source labeling tool you can self-host for free, with a paid cloud option and an Enterprise edition.
| Open source | Yes, Apache-2.0 |
|---|---|
| Runs on | Self-host or cloud |
| Kinds of files | Photos, Video, Text, Sound, Medical scans, Rating AI chatbot answers |
| Price | Free; Starter Cloud $99 a month |
| Free option | Open-source Community Edition |
| Audits and laws it names | SOC 2, HIPAA |
| Labeling workforce | Data services by domain experts |
Label Studio in two facts
- On GitHub, the project has earned about 28.5 thousand stars.
- You can purchase Enterprise through AWS Marketplace using committed AWS spend.
Sources for these facts:
Platforms like Label Studio
| Platform | Open source | Runs on | Price |
|---|---|---|---|
| Label Studio | Yes, Apache-2.0 | Self-host or cloud | Free; Starter Cloud $99 a month |
| Labelbox | No | Cloud | Not published |
| Encord | No | Cloud, VPC or on-premises (Enterprise) | Starter, Team and Enterprise plans on request |
| V7 Darwin | No | Cloud or your private cloud | Free tier; paid plans on request |
| SuperAnnotate | No | Cloud | Starter, Pro and Enterprise plans on request |
Questions for Label Studio before signing
- What data types and label tools does the plan we would buy include?
- If we leave, can we export all labels in our own format?
- Is model-assisted labeling part of the plan, or does that cost more?
- Do we bring our own labeling team, or can you also supply one?
Send one brief, hear from three vendors
Describe your data once and we pass it to three annotation vendors that label that kind of data, so you can compare quotes side by side.
- One short form instead of three sales calls
- Matched on data type, volume and security needs
- You choose who to talk to