{"title":"AI Drug Discovery: systems measured by Evidaxis, snapshot 2026-09-26","license":"CC0-1.0","license_url":"https://creativecommons.org/publicdomain/zero/1.0/","note":"Released to the public domain under CC0 1.0. Same rows and columns as the niche table on the hub page, all systems, alphabetical by name. Order is not a rank.","niche":{"key":"ai-drug-discovery","slug":"ai-drug-discovery","label":"AI Drug Discovery","assigned":true,"field":{"slug":"ai-for-science","label":"AI for Science"},"url":"https://evidaxis.org/ai/cohorts/ai-drug-discovery/"},"snapshot":{"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26","period":"2026-w39","methodology_version":"m3"},"n_systems":19,"niche_medians":{"commits":{"value":0,"n":19},"citations":{"value":433,"n":19},"dependents":{"value":5,"n":2}},"answer":"Evidaxis measures 19 systems in AI Drug Discovery every week. In snapshot 2026-w39 (2026-09-26) the niche median is 0 commits per week, 433 citations to date (on the 19 systems with a citation count) and 5 direct dependents (on the 2 systems with a dependents reading). Systems at 2× the niche median or more: 7. Medals here compare citations only: a medal needs at least 5 systems in the niche with that figure and a median of 3 or more. Rising: none.","columns":{"measured_line":"The measured line shown in the table, generated from the readings.","commits_per_week":"GitHub commits per week averaged over the trailing 12 weeks.","citations_to_date":"OpenAlex citing works indexed to date, all years including the current one.","citations_state":"scored, count_only (a count without a scored trend) or not_measured.","verified_direct_dependents":"deps.dev direct dependents, shown only when the package identity is verified.","verified_dependents_state":"scored, count_only or not_measured (not_measured when no verified package).","direct_dependents_reading":"The deps.dev direct dependents reading used for the niche median, whether or not the package identity is verified.","stars_recorded_not_scored":"GitHub stargazers; recorded, not scored.","medal_multiple":"Multiple of the niche median (2, 10 and 100 are the bronze, silver and gold thresholds); blank without a medal.","medal_measure":"citations or dependents.","rising":"true when at least two of the three measures are rising together in this niche on this snapshot; blank for systems without a niche."},"systems":[{"entity_id":"e_88YAM3PXK4S","name":"AlphaFold3","url":"https://evidaxis.org/e/e_88YAM3PXK4S/","niche":"AI Drug Discovery","measured_line":"3.4 commits/week, 16,030 citations to date, verified dependents not measured.","commits_per_week":3.4,"citations_to_date":16030,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":8590,"medal_multiple":37,"medal_measure":"citations","medal_tier":"silver","rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_JPV9HP2D5X4","name":"BioEmu","url":"https://evidaxis.org/e/e_JPV9HP2D5X4/","niche":"AI Drug Discovery","measured_line":"2.1 commits/week, 287 citations to date (count only), verified dependents not measured.","commits_per_week":2.1,"citations_to_date":287,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":883,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_9VD4D2XPK7H","name":"Boltz","url":"https://evidaxis.org/e/e_9VD4D2XPK7H/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 489 citations to date, verified dependents not measured.","commits_per_week":0,"citations_to_date":489,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":2,"stars_recorded_not_scored":4219,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_2XFTYTGJT3Z","name":"Chai-1","url":"https://evidaxis.org/e/e_2XFTYTGJT3Z/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 433 citations to date (count only), verified dependents not measured.","commits_per_week":0,"citations_to_date":433,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":2000,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_YTYXW2BB5AP","name":"DeepChem","url":"https://evidaxis.org/e/e_YTYXW2BB5AP/","niche":"AI Drug Discovery","measured_line":"0.8 commits/week, 3,224 citations to date, 8 verified direct dependents.","commits_per_week":0.8,"citations_to_date":3224,"citations_state":"scored","verified_direct_dependents":8,"verified_dependents_state":"scored","direct_dependents_reading":8,"stars_recorded_not_scored":7019,"medal_multiple":7.4,"medal_measure":"citations","medal_tier":"bronze","rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_SNWV2DC244A","name":"DiffDock","url":"https://evidaxis.org/e/e_SNWV2DC244A/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 361 citations to date, verified dependents not measured.","commits_per_week":0,"citations_to_date":361,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":1576,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_BQ6HA5A661Z","name":"DiffSBDD","url":"https://evidaxis.org/e/e_BQ6HA5A661Z/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 232 citations to date (count only), verified dependents not measured.","commits_per_week":0,"citations_to_date":232,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":531,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_W8KZKY27BTN","name":"ESM / ESMFold","url":"https://evidaxis.org/e/e_W8KZKY27BTN/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 6,142 citations to date, verified dependents not measured.","commits_per_week":0,"citations_to_date":6142,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":4170,"medal_multiple":14,"medal_measure":"citations","medal_tier":"silver","rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_R2TJDSZX29K","name":"Foldseek","url":"https://evidaxis.org/e/e_R2TJDSZX29K/","niche":"AI Drug Discovery","measured_line":"2.5 commits/week, 2,617 citations to date, verified dependents not measured.","commits_per_week":2.5,"citations_to_date":2617,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":1299,"medal_multiple":6,"medal_measure":"citations","medal_tier":"bronze","rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_XTW34V97F7V","name":"gnina","url":"https://evidaxis.org/e/e_XTW34V97F7V/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 907 citations to date, verified dependents not measured.","commits_per_week":0,"citations_to_date":907,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":982,"medal_multiple":2,"medal_measure":"citations","medal_tier":"bronze","rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_8HVZ2FE02WG","name":"Graphormer","url":"https://evidaxis.org/e/e_8HVZ2FE02WG/","niche":"AI Drug Discovery","measured_line":"0.3 commits/week, 132 citations to date, verified dependents not measured.","commits_per_week":0.3,"citations_to_date":132,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":2476,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_2WFB2V4PNQV","name":"LigandMPNN","url":"https://evidaxis.org/e/e_2WFB2V4PNQV/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 225 citations to date (count only), verified dependents not measured.","commits_per_week":0,"citations_to_date":225,"citations_state":"count_only","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":637,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_G2Q1BRT8GSR","name":"OpenFold","url":"https://evidaxis.org/e/e_G2Q1BRT8GSR/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 505 citations to date, verified dependents not measured.","commits_per_week":0,"citations_to_date":505,"citations_state":"scored","verified_direct_dependents":null,"verified_dependents_state":"not_measured","direct_dependents_reading":null,"stars_recorded_not_scored":3433,"medal_multiple":null,"medal_measure":null,"medal_tier":null,"rising":false,"snapshot_id":"9d2fe956adbc","snapshot_date":"2026-09-26"},{"entity_id":"e_GFGYNAKFRW2","name":"ProteinMPNN","url":"https://evidaxis.org/e/e_GFGYNAKFRW2/","niche":"AI Drug Discovery","measured_line":"0 commits/week, 2,108 citations to date, verified dependents not 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