{
  "title": "Federal research and infrastructure grants by vendor need, 2026",
  "as_of": "2026-11-04",
  "total": 14682,
  "summary": "As of 2026-11-04, Zalwin tracks 14,682 grant awards. The largest group is Lab equipment and supplies with 12,799 (87% of the total); the groups shown sum to $10,451,000,923 in award amount. Figures are computed from public records and refresh automatically.",
  "rows": [
    {
      "group": "Lab equipment and supplies",
      "records": 12799,
      "total": 8509592567,
      "median": 404389.5
    },
    {
      "group": "Cloud, AI and research computing",
      "records": 1192,
      "total": 1106535673,
      "median": 382584.5
    },
    {
      "group": "Civil engineering and construction",
      "records": 681,
      "total": 829872683,
      "median": 282319
    },
    {
      "group": "Telecom and fiber buildout",
      "records": 10,
      "total": 5000000,
      "median": 500000
    }
  ]
}