# Other analytical engines · compute · 2024

Revision 1 (11 October 2026) · Modeled snapshot · through 8 October 2026.

All figures are research-informed estimates of analytical activity. Significant errors may remain; decimal places do not imply measurement precision.

1.95% of the full compute layer.

[Other analytical engines](https://history.columnar.tech/technologies/compute/other-analytics.md): historical names and annual shares.

A pool of smaller analytical engines, including any remaining ParAccel/Actian Matrix use. Individual product shares within this pool are not estimated.

Connections below describe the whole Other analytical engines engine. Access and storage mixes are estimated separately; they are not a joint interface-to-storage distribution.

## Access use within this engine

| Option | Share of engine activity | Share of full access layer |
| --- | --- | --- |
| [JDBC](https://history.columnar.tech/technologies/access/jdbc.md) | 28.3% | 0.6% |
| [ODBC](https://history.columnar.tech/technologies/access/odbc.md) | 22.7% | 0.4% |
| [Python DB-API (other drivers)](https://history.columnar.tech/technologies/access/python.md) | 22.3% | 0.4% |
| [Other analytical engines vendor-specific interface](https://history.columnar.tech/technologies/access/vendor-other-analytics.md) | 15.6% | 0.3% |
| [Other language/portable APIs](https://history.columnar.tech/technologies/access/other-api.md) | 11% | 0.2% |

## Storage use within this engine

| Option | Share of engine activity | Share of full storage layer |
| --- | --- | --- |
| [Other analytical engines native storage](https://history.columnar.tech/technologies/storage/native-other-analytics.md) | 100% | 2% |

[All percentages for 2024](https://history.columnar.tech/years/2024.md)

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[Markdown overview](https://history.columnar.tech/index.md) · [Interactive visualization](https://history.columnar.tech/?2024) · [Methodology](https://history.columnar.tech/methodology.md) · [Terms of use](https://history.columnar.tech/terms.md)

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