12 alternatives to HumanSignal (Label Studio) in Data Labeling, Annotation & Synthetic Data. 4 of them are tracked direct competitors.
| Company | Pricing | Open source | Funding |
|---|---|---|---|
| HumanSignal (Label Studio)this pageCompany behind the open-source Label Studio annotation tool. | Freemium | Yes | — |
| Labelboxdirect competitorData-labeling and training-data platform for AI teams. | Freemium | No | Series D+ |
| Scale AIdirect competitorLeading data-labeling and evaluation platform for training AI models. | Enterprise | No | Series D+ |
| Snorkel AIdirect competitorPlatform for programmatically labeling and generating training data. | Enterprise | No | Series C |
| SuperAnnotatedirect competitorPlatform for annotating and managing AI training datasets. | Freemium | No | Series A |
| AppenLong-standing global data-annotation and AI training-data company. | Enterprise | No | Public |
| ArgillaOpen-source data-annotation tool for NLP/LLM training data (part of Hugging Face). | Freemium | — | Seed |
| DatasaurData-labeling platform focused on NLP and LLM training data. | Paid | No | Seed |
| EncordData annotation and management platform for computer vision/multimodal AI. | Paid | No | Series B |
| Gretel AIPlatform for generating synthetic data for AI training and testing. | Freemium | Yes | Series B |
| Mostly AISynthetic data generation platform for privacy-safe AI training. | Freemium | No | Series A |
| SamaData-annotation company also known for AI ethics/RLHF work. | Enterprise | No | Series C |
| Surge AIData-labeling platform focused on high-quality human feedback (RLHF). | Paid | No | Unknown |
Direct competitors are curated relationships in the index. The remaining entries share the Data Labeling, Annotation & Synthetic Data category.