Kili Technology vs Scale AI
A side-by-side comparison of Kili Technology and Scale AI, two Data Ops tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Kili Technology
Data OpsData labeling and quality platform for training and evaluating AI models.
View Kili TechnologyScale AI
Data OpsTraining data, evaluations, and enterprise GenAI from the data-labeling giant.
View Scale AIAt a glance
| Attribute | Kili Technology | Scale AI |
|---|---|---|
| Category | Data Ops | Data Ops |
| Pricing (differs) | FREEMIUM | PAID |
| License | Proprietary | Proprietary |
| Deployment (differs) | Hybrid | Cloud |
| Platforms | Web, API | Web, API |
| Model support | Model-agnostic | Model-agnostic |
| Vendor (differs) | Kili Technology | Scale AI |
The honest brief
Kili Technology
Combines human-in-the-loop annotation with LLM-as-a-judge evaluation in one workflow, instead of labeling-only or eval-only tooling.
- Multi-modal annotation
- Built-in QA and review workflows
- LLM evaluation and RLHF support
- On-prem and private-cloud options
- Enterprise-oriented complexity
- Smaller than Scale or Surge
- Managed labeling costs extra
Scale AI
Human-data operations at a scale smaller labeling platforms can't staff — expert annotator networks serving frontier-lab RLHF and eval pipelines.
- Frontier-scale human data ops
- Expert annotator network
- Evaluation leaderboards
- Public-sector offerings (Donovan)
- Enterprise sales, no public pricing
- Meta stake raised neutrality concerns
- Some labs cut engagements post-deal