Motorsport Knowledge Graph

The starting point is the manufacturer: it competes in racing series and fields various drivers — a driver races for several manufacturers, a manufacturer runs in several series. The more connections, the bigger the circle; color shows the type. Click a manufacturer to open its drivers, or search a name. (1665 nodes, 5485 connections.)

Data basis: winners lists, AI race analyses and articles of the ABXK motorsport archive — derived automatically from the Knowledge Graph. No estimated values. As of: Jun 20, 2026.

Connections in detail

Structured overview of all nodes of the knowledge graph: each entry with its direct connections to manufacturers, series, circuits and drivers — grouped by cluster and as links to the respective detail page.

Manufacturers

Each manufacturer with the series it competes in and the drivers it fields.

140 connections
117 connections
107 connections
69 connections
63 connections
48 connections
48 connections
48 connections
47 connections
42 connections
40 connections
40 connections
36 connections
32 connections
31 connections
29 connections
29 connections
27 connections
21 connections
19 connections
19 connections
19 connections
18 connections
18 connections
17 connections
15 connections
14 connections
14 connections
12 connections
12 connections
12 connections
12 connections
11 connections
10 connections
9 connections
9 connections
8 connections
8 connections
8 connections
8 connections
8 connections
7 connections
7 connections
6 connections
6 connections
6 connections
6 connections
5 connections
4 connections
4 connections
4 connections
4 connections
3 connections
3 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections
2 connections

Series

The racing series of the archive and which manufacturers, drivers and circuits connect to them.

194 connections
68 connections
55 connections
45 connections
38 connections

Circuits

The great circuits with their winning manufacturers and drivers.

513 connections
273 connections
126 connections
2 connections
2 connections
2 connections
2 connections
1 connections
1 connections

Frequently asked questions

What does the ABXK Motorsport Knowledge Graph show?
It connects the manufacturers, racing series, circuits, teams and drivers of endurance and motorsport racing. Every line is a documented connection — who drove for whom, who won where and in which series a manufacturer competes.
Where do the connections in the graph come from?
Exclusively from the data in this archive: the winners lists of the circuits and series, the AI race analyses, and the entities named together in the articles. Nothing is invented by hand.
How current is the graph?
The graph is regenerated automatically from the latest content with every site build. New articles, winners lists and analyses flow in without any manual upkeep.