[Research](/research) / GrantToVendorMatchPulse

# New Grants by Vendor Procurement Need: 2026 statistics from 14,682 public records

**California leads with 1,745 of 14,682 records (11.9%), ahead of Massachusetts with 1,054 (7.2%) (as of 2026-11-04; source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs).**

Data as of 2026-11-04 · Compiled by Zalwin from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs Copy citation

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## Key findings

- Zalwin's GrantToVendorMatchPulse dataset holds 14,682 GrantToVendorMatchPulse records dated 2025-09-21 to 2026-11-02 (as of 2026-11-04; source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs). [#](#finding-1)
- California leads with 1,745 of 14,682 records (11.9%), ahead of Massachusetts with 1,054 (7.2%) (as of 2026-11-04; source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs). [#](#finding-2)
- The most common vendor need is Lab equipment and supplies: 12,799 of 14,682 records (87.2%) (as of 2026-11-04; source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs). [#](#finding-3)
- Across 14,393 records with a stated award, the total is $10,451,000,923 and the median is $400,000; the largest is $82,485,255 (Buncombe (County)) (as of 2026-11-04; source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs). [#](#finding-4)
- The top 10% of records by award (1,439 of 14,393) account for 50.2% of the total (as of 2026-11-04; source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs). [#](#finding-5)
- 159 of 14,682 records (1.1%) are dated within the 30 days before 2026-11-04 (source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs). [#](#finding-6)
- In California, the leading vendor need is Lab equipment and supplies with 1,569 of 1,745 records (89.9%) (as of 2026-11-04; source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs). [#](#finding-7)

## GrantToVendorMatchPulse records by state

| Group | Records | Share | Total award |
|---|---|---|---|
| California | 1,745 | 11.9% | $1,382,941,195 |
| Massachusetts | 1,054 | 7.2% | $772,645,173 |
| Texas | 1,033 | 7.0% | $699,001,261 |
| New York | 1,024 | 7.0% | $612,145,060 |
| Pennsylvania | 766 | 5.2% | $434,277,026 |
| Florida | 606 | 4.1% | $517,776,684 |
| North Carolina | 581 | 4.0% | $583,738,285 |
| Maryland | 533 | 3.6% | $382,858,929 |
| Illinois | 466 | 3.2% | $406,287,674 |
| Michigan | 404 | 2.8% | $320,613,105 |
| Ohio | 400 | 2.7% | $246,180,720 |
| Washington | 390 | 2.7% | $283,308,246 |
| Georgia | 377 | 2.6% | $228,009,959 |
| Missouri | 362 | 2.5% | $174,962,850 |
| Connecticut | 361 | 2.5% | $215,702,149 |

## GrantToVendorMatchPulse records by vendor need

| Group | Records | Share | Total award |
|---|---|---|---|
| Lab equipment and supplies | 12,799 | 87.2% | $8,509,592,567 |
| Cloud, AI and research computing | 1,192 | 8.1% | $1,106,535,673 |
| Civil engineering and construction | 681 | 4.6% | $829,872,683 |
| Telecom and fiber buildout | 10 | 0.1% | $5,000,000 |

## Methodology and data provenance

- Sample: 14,682 public records dated 2025-09-21 to 2026-11-02; illustrative samples excluded.

- Source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs. Refreshed automatically about every 12 hours; figures above are as of 2026-11-04.

- Shares are of all records in the dataset; totals and medians use only records with a stated award.

- Organization-level data only. Informational; verify individual records at the official source.

### Cite this study

Zalwin Research, "GrantToVendorMatchPulse statistics" (data as of 2026-11-04), https://zalwin.com/research/grantvendormatchpulse

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