SCIENCE
Synthetic data, robotics, material discovery, long-horizon research
7 cards on 3 tables, each drawn live from the table. Tables built 1 November 2026.
How much of the work says it used AI
Mathematics preprints that acknowledge AI, by month
Source: Epoch AI, AI acknowledgment trends in mathematics preprints. Licence: CC BY 4.0.
Source and method
Source: Epoch AI, AI acknowledgment trends in mathematics preprints (https://epoch.ai/data/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Whose figures: Epoch AI (CC BY 4.0), AI acknowledgment trends in mathematics; figures are Epoch's, named as theirs.
Unit: share, 0 to 1
The rows
Read from the same data file as the chart when this is opened.
Source: Epoch AI, AI acknowledgment trends in mathematics preprints (https://epoch.ai/data/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Ten subfields of mathematics in September 2026
Source: Epoch AI, AI acknowledgment trends in mathematics preprints. Licence: CC BY 4.0.
Source and method
Source: Epoch AI, AI acknowledgment trends in mathematics preprints (https://epoch.ai/data/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Whose figures: Epoch AI (CC BY 4.0), AI acknowledgment trends in mathematics; figures are Epoch's, named as theirs.
Unit: share, 0 to 1
OPEN ARTICLEThe rows
Read from the same data file as the chart when this is opened.
How capable the models are
Capability on Epoch AI's index
Source: Epoch AI, Epoch Capabilities Index. Licence: CC BY 4.0.
Source and method
Source: Epoch AI, Epoch Capabilities Index (https://epoch.ai/data/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Whose figures: Epoch AI (CC BY 4.0), Epoch Capabilities Index; figures are Epoch's, named as theirs.
Unit: ECI score
The rows
Read from the same data file as the chart when this is opened.
Open against closed weights
Source: Epoch AI, Epoch Capabilities Index. Licence: CC BY 4.0.
Source and method
Source: Epoch AI, Epoch Capabilities Index (https://epoch.ai/data/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Whose figures: Epoch AI (CC BY 4.0), Epoch Capabilities Index; figures are Epoch's, named as theirs.
Unit: ECI score
The rows
Read from the same data file as the chart when this is opened.
The board: capability by model, 2026
Source: Epoch AI, Epoch Capabilities Index. Licence: CC BY 4.0.
Source and method
Source: Epoch AI, Epoch Capabilities Index (https://epoch.ai/data/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Whose figures: Epoch AI (CC BY 4.0), Epoch Capabilities Index; figures are Epoch's, named as theirs.
Unit: ECI score
The rows
Read from the same data file as the chart when this is opened.
Arena score by developer, as Stanford HAI's AI Index publishes it
Data: Stanford HAI, AI Index 2026, figure 2.1.4. Values as published. Licensed CC BY-ND 4.0. The table and its date
Source and method
Whose figures: Stanford HAI, the AI Index public data. CC BY-ND 4.0, values copied exactly
Unit: Elo-like points
The rows
Read from the same data file as the chart when this is opened.
The data behind it: the 3 tables this dashboard reads, their sources and their dates
AI acknowledged in mathematics preprints
The share of mathematics preprints acknowledging AI, by month, for 19 fields over 45 months, 2023-01 to 2026-09 (855 rows). In 2026-09 for all mathematics: 3012 of 7899 preprints. No period in this series is marked partial; it runs to 2026-09 (the file marks 2026-10 partial, on other metrics only).
Source: Epoch AI, AI acknowledgment trends in mathematics preprints (https://epoch.ai/data/). Licence and standing: Epoch AI (CC BY 4.0), AI acknowledgment trends in mathematics; figures are Epoch's, named as theirs. The licence: Creative Commons Attribution 4.0
One row is one row per field and month; 855 rows; unit: share, 0 to 1. Built from: epoch/math-acknowledgment-trends-monthly, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
Model capability (Epoch Capabilities Index)
Epoch's capability index for 277 models, 2023-02-24 to 2026-10-07 (Open weights 127, Closed weights 126, Other 24). 111 carry a training compute figure by exact name; 17 have no organisation and 2 no interval in the file, left blank.
Source: Epoch AI, Epoch Capabilities Index (https://epoch.ai/data/). Licence and standing: Epoch AI (CC BY 4.0), Epoch Capabilities Index; figures are Epoch's, named as theirs. The licence: Creative Commons Attribution 4.0
One row is one row per model; 277 rows; unit: ECI score. Built from: epoch/eci-scores, collected 19 October 2026; epoch/model-metadata, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
Arena scores by developer
Arena (Elo-like) scores for 8 developers, 2023-05-01 to 2026-03-01, 237 rows copied as published; 0 blank. Licence CC BY-ND 4.0: no value is changed and nothing is calculated.
Source: Stanford HAI, AI Index 2026, fig 2.1.4. Licence and standing: Stanford HAI, the AI Index public data. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0
One row is one row per developer and month; 237 rows; unit: Elo-like points. Built from: stanford-hai/arena-scores-by-developer, collected 9 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.
Interlinked pieces that use these tables
