PositThe enterprise data science platform for R and Python teams
vs
ValohaiThe MLOps Platform for LLMs and Specialized Models
Comparison · MLOps Platforms · weekly run Nov 2
Posit vs Valohai
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Valohai is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.9 versus 0.7 for Posit.
Choose Posit if…
- You prefer a larger, established vendor (201–500 employees)
Choose Valohai if…
- You want the brand AI engines rank higher (1.9 vs 0.7)
- AI answers describe it more positively (20% vs 0% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Posit | Valohai |
|---|---|---|
| Visibility score | 0.7% | 1.9% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #41 | #30 |
| Share of voice | 0.2% | 0.7% |
| Mentions this run | 2 | 5 |
| Positive in AI answers | 0% | 20% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Posit 0pp · Valohai 0pp over 0 weekly runs.
Engine by engine
Valohai leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
PositValohai
Head to head in AI answers
0 engine answers name both brands
0Posit ranked higher
0Valohai ranked higher
Features, pricing & fit
| Dimension | Posit | Valohai |
|---|---|---|
| Pricing model | Per seat | Per seat |
| Entry price | Contact sales | Contact sales |
| Free plan | No | No · 14-day trial |
| Deployment | Self-managed on the customer's own servers, Kubernetes or cloud environments, and natively within Snowflake, AWS and Databricks | Managed cloud, on-premises, private cloud or air-gapped environments, on the customer's own cloud infrastructure |
| Compliance | — | SOC 2 Type II |
| Support | Support Agreement for commercial software, Documentation | Technical support from the Customer Engineering team, Valohai Training academy, Training and onboarding resources |
| Founded | 2009 | 2016 |
| Headquarters | Boston, Massachusetts, USA | San Francisco, California, US |
| Employees | 201–500 | 11–50 |
| Funding | Series D | Seed · $2M raised |
| Best for | Enterprise data science teams that build in R and Python and need IT governance over data, compute and packages | 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
Pros and cons
Themes from the AI answers that mention each brand
Posit
Profile in progress.
Valohai
- 14-day free trial
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Posit vs Valohai”, https://slateindex.ai/compare/posit-vs-valohai, data of Nov 2, 2026. Licence: CC BY 4.0.