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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 score2%1.9%
Change vs last weekNewNew
Rank in MLOps Platforms#29#30
Share of voice0.6%0.7%
Mentions this run45
Positive in AI answers50%20%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 2Feast 2%

Feast 0pp · Valohai 0pp over 0 weekly runs.

Engine by engine

Feast leads on 1 of 3 engines

ChatGPT
1.9%
2.2%
AI Mode
3.1%
0%
Perplexity
0.9%
3.5%
FeastValohai

Head to head in AI answers

0 engine answers name both brands

0Feast ranked higher
0Valohai ranked higher

Features, pricing & fit

DimensionFeastValohai
Pricing model—Per seat
Entry price—Contact sales
Free plan—No · 14-day trial
DeploymentSelf-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
SupportCommunity Slack, DocumentationTechnical support from the Customer Engineering team, Valohai Training academy, Training and onboarding resources
Founded20182016
Headquarters—San Francisco, California, US
Employees—11–50
Funding—Seed · $2M raised
Best forMachine 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.

Valohai

ProCustomuser / month
EnterpriseCustomuser / month
Valohai pricing

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.