FeastThe Open Source Feature Store for Machine Learning
vs
ValohaiThe MLOps Platform for LLMs and Specialized Models
Comparison · MLOps Platforms · weekly run Nov 2
Feast vs Valohai
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Feast is the stronger AI pick in MLOps Platforms: it has a visibility score of 2 versus 1.9 for Valohai.
Choose Feast if…
- You want the brand AI engines rank higher (2 vs 1.9)
- AI answers describe it more positively (50% vs 20% positive)
- Connects with data lakes and warehouses for consistent data retrieval
- Open-source, portable foundation option
Choose Valohai if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
- 14-day free trial
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Feast | Valohai |
|---|---|---|
| Visibility score | 2% | 1.9% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #29 | #30 |
| Share of voice | 0.6% | 0.7% |
| Mentions this run | 4 | 5 |
| Positive in AI answers | 50% | 20% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Feast 0pp · Valohai 0pp over 0 weekly runs.
Engine by engine
Feast leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
FeastValohai
Head to head in AI answers
0 engine answers name both brands
0Feast ranked higher
0Valohai ranked higher
Features, pricing & fit
| Dimension | Feast | Valohai |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Contact sales |
| Free plan | — | No · 14-day trial |
| Deployment | Self-hosted; Kubernetes, and AWS Lambda (alpha) | Managed cloud, on-premises, private cloud or air-gapped environments, on the customer's own cloud infrastructure |
| Compliance | — | SOC 2 Type II |
| Support | Community Slack, Documentation | Technical support from the Customer Engineering team, Valohai Training academy, Training and onboarding resources |
| Founded | 2018 | 2016 |
| Headquarters | — | San Francisco, California, US |
| Employees | — | 11–50 |
| Funding | — | Seed · $2M raised |
| Best for | Machine learning and AI teams that need the same feature definitions for training and inference. | AI product and ML teams that combine LLMs with specialized models and need to run the work on their own cloud or on-premises infrastructure |
Plans side by side
Feast
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Feast
- Connects with data lakes and warehouses for consistent data retrieval
- Open-source, portable foundation option
Valohai
- 14-day free trial
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Feast vs Valohai”, https://slateindex.ai/compare/feast-vs-valohai, data of Nov 2, 2026. Licence: CC BY 4.0.