Polars vs ScyllaDB
Polars vs ScyllaDB, compared side by side on 20 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Polars is on 47/100 and ScyllaDB on 67/100.
Where each one leads
Polars
- positive user sentiment: 17% positive against 0% positive
ScyllaDB
- our overall score: 67/100 against 47/100
- agent readiness: 46/100 against 29/100
- headcount: 225 against 26
- funding raised: $101M against $21.0M
At a glance
| Measure | Polars | ScyllaDB |
|---|---|---|
| What it is | An open-source, high-performance DataFrame library for Rust and Python, designed for efficient data manipulation and analysis. | ScyllaDB is a high-performance, low-latency NoSQL database for data-intensive applications, designed to scale with modern infrastructure. |
| Category | Data Manipulation, Data Analysis, DataFrame Library, Open Source | Database, Enterprise, NoSQL, NoSQL Database |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | Not published | 2012 |
| Headquarters | Not published | Palo Alto, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Polars | ScyllaDB |
|---|---|---|
| Employees | 26 | 225 |
| Headcount growthLast 12 months | Not published | +13.6% |
| Total funding | $21.0M | $101M |
| Latest round | Series A | Debt |
| LinkedIn followers | 25,824 | 28,743 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Polars | ScyllaDB |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 47/100 | 67/100 |
| Traction | 51/100 | 60/100 |
| Team | Not published | 60/100 |
| Search visibility | 36/100 | 25/100 |
| Quality | 58/100 | 78/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (29/100) | D (46/100) |
| Domain ratingLink authority, 0-100 | 74/100 | 73/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Polars | ScyllaDB |
|---|---|---|
| Hosting | Netlify | Self Managed |
| CDN | Netlify | Not detected |
| CMS | Not detected | WordPress |
| Frameworks | Not detected | Jquery |
| Analytics | Plausible | Google Tag Manager |
| Support stack | Not detected | HubSpot, Discourse |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
What users say
| Measure | Polars | ScyllaDB |
|---|---|---|
| Reddit sentimentThreads we track | 1 positive, 1 negative across 6 threads | 0 positive, 1 negative across 3 threads |
“I'm still early on in my journey of learning python and one thing I'm seeing is that people don't really like pandas at all as its unintuitive as a library and I'm seeing a lot of praise for Polars. personally I also don't really like panda”r/learnpython
“My custom RDBMS is 588,235x faster than ScyllaDB on my laptop with fsync on executing a complex HTAP query.”r/Database
Polars vs ScyllaDB: common questions
Which is better, Polars or ScyllaDB?
On our 0-100 score ScyllaDB rates higher (67/100 against 47/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 20 data points above: read the rows that match what you are buying for.
How do Polars and ScyllaDB compare on the numbers?
Polars leads on positive user sentiment (17% positive against 0% positive). ScyllaDB leads on our overall score (67/100 against 47/100), agent readiness (46/100 against 29/100), headcount (225 against 26), funding raised ($101M against $21.0M).
What do real users say about Polars and ScyllaDB?
Polars: 1 positive and 1 negative mentions across 6 Reddit threads we track, mostly in r/learnpython. ScyllaDB: 0 positive and 1 negative mentions across 3 Reddit threads we track, mostly in r/Database.
Read the full Polars review and pricing or the ScyllaDB review and pricing. You can also browse other Polars alternatives we track.