ModalCloud infrastructure for teams that develop, train, and serve AI applications at scale.
vs
ValohaiThe MLOps Platform for LLMs and Specialized Models
Comparison · MLOps Platforms · weekly run Nov 2
Modal 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 1.3 for Modal.
Choose Modal if…
- You want a free plan to start
- You need HIPAA coverage
- You prefer a larger, established vendor (201–500 employees)
- Usage-based pricing suits your budget better than per seat
Choose Valohai if…
- You want the brand AI engines rank higher (1.9 vs 1.3)
- You need a self-hosted or on-premises option
- Per seat pricing suits your budget better than usage-based
- 14-day free trial
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Modal | Valohai |
|---|---|---|
| Visibility score | 1.3% | 1.9% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #36 | #30 |
| Share of voice | 0.5% | 0.7% |
| Mentions this run | 3 | 5 |
| Positive in AI answers | — | 20% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Modal 0pp · Valohai 0pp over 0 weekly runs.
Engine by engine
Valohai leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
ModalValohai
Head to head in AI answers
0 engine answers name both brands
0Modal ranked higher
0Valohai ranked higher
Features, pricing & fit
| Dimension | Modal | Valohai |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Free; paid from $250 / mo | Contact sales |
| Free plan | Yes | No · 14-day trial |
| Deployment | Serverless cloud capacity pooled from more than 20 cloud providers, with regions across the US, Europe, Asia Pacific and other areas. | Managed cloud, on-premises, private cloud or air-gapped environments, on the customer's own cloud infrastructure |
| Compliance | SOC 2 Type II, HIPAA | SOC 2 Type II |
| Support | Modal Community Slack on Starter and Team plans, Private Slack support and embedded ML engineering services on Enterprise | Technical support from the Customer Engineering team, Valohai Training academy, Training and onboarding resources |
| Founded | 2021 | 2016 |
| Headquarters | New York City, NY, United States | San Francisco, California, US |
| Employees | 201–500 | 11–50 |
| Funding | Series D · $1200M raised | Seed · $2M raised |
| Best for | Startups, independent developers and larger teams that run GPU inference, fine-tuning or agent sandboxes and want to pay only for compute used. | 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
Modal
- Strong for scaling cutting-edge generative AI and multi-modal models
Valohai
- 14-day free trial
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Modal vs Valohai”, https://slateindex.ai/compare/modal-vs-valohai, data of Nov 2, 2026. Licence: CC BY 4.0.