ModalCloud infrastructure for teams that develop, train, and serve AI applications at scale.
vs
PositThe enterprise data science platform for R and Python teams
Comparison · MLOps Platforms · weekly run Nov 2
Modal vs Posit
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Modal is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.3 versus 0.7 for Posit.
Choose Modal if…
- You want the brand AI engines rank higher (1.3 vs 0.7)
- You want a free plan to start
- You need SOC 2 Type II or HIPAA coverage
- Usage-based pricing suits your budget better than per seat
Choose Posit if…
- Per seat pricing suits your budget better than usage-based
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Modal | Posit |
|---|---|---|
| Visibility score | 1.3% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #36 | #41 |
| Share of voice | 0.5% | 0.2% |
| Mentions this run | 3 | 2 |
| Positive in AI answers | — | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Modal 0pp · Posit 0pp over 0 weekly runs.
Engine by engine
Modal leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
ModalPosit
Head to head in AI answers
0 engine answers name both brands
0Modal ranked higher
0Posit ranked higher
Features, pricing & fit
| Dimension | Modal | Posit |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Free; paid from $250 / mo | Contact sales |
| Free plan | Yes | No |
| Deployment | Serverless cloud capacity pooled from more than 20 cloud providers, with regions across the US, Europe, Asia Pacific and other areas. | Self-managed on the customer's own servers, Kubernetes or cloud environments, and natively within Snowflake, AWS and Databricks |
| Compliance | SOC 2 Type II, HIPAA | — |
| Support | Modal Community Slack on Starter and Team plans, Private Slack support and embedded ML engineering services on Enterprise | Support Agreement for commercial software, Documentation |
| Founded | 2021 | 2009 |
| Headquarters | New York City, NY, United States | Boston, Massachusetts, USA |
| Employees | 201–500 | 201–500 |
| Funding | Series D · $1200M raised | Series D |
| 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. | Enterprise data science teams that build in R and Python and need IT governance over data, compute and packages |
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
Posit
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Modal vs Posit”, https://slateindex.ai/compare/modal-vs-posit, data of Nov 2, 2026. Licence: CC BY 4.0.