Where does the data come from?

NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs. Official record: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2628148

University of California-Irvine: $1,315,321 NSF award, cloud, ai and research computing need

Q: How to monitor University of California-Irvine and peer cloud, ai and research computing records

GrantToVendorMatchPulse lists new GrantToVendorMatchPulse records from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs as they are published; a free weekly email digest and paid alerts follow California records like this one.

University of California-Irvine (Irvine, California): $1,315,321 NSF award, cloud, ai and research computing need. Its award of $1,315,321 is top-decile (91st percentile of 14,393 records). Dated 73 days ago, it serves as a historical benchmark. Score 62/100. As of 2026-11-04, from 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

award: $1,315,321 · 91th percentile of 14,393 GrantToVendorMatchPulse records · 3.3x the median

Free preview: all 8 published fields of this record are shown below. Locked: 499 related CA GrantToVendorMatchPulse records and the 5-column CSV export.

Field	Value
Organization	University of California-Irvine
Location	IRVINE, CA
Funder	NSF
Award	$1,315,321
Award date	2026-08-24
Project	Agentic Coding Studio: Learner-Directed AI in Informal STEM Environments
Vendor need	Cloud, AI and research computing
Original award record	/report/nsfawardpulse/nsf-2628148
award percentile	91th of 14,393 (median $400,000, 3.3x median)
Peer records CSV (500 CA records)	🔒 Click to unlock →
CRM-ready export with official source URLs	🔒 Click to unlock →

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CSV columns: Organization · Need · Funder · Award · State · official source URL

Source agency: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs
Record date: 2026-08-24
Data refreshed: 2026-11-04
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Top GrantToVendorMatchPulse records (CA first): University of California-San Diego · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · SCRIPPS RESEARCH INSTITUTE, THE · STANFORD UNIVERSITY · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · Browse all by state and category →

LIVE PUBLIC DATA Source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs · Last refreshed: Wed, 04 Nov 2026 09:17:22 GMT

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Peer benchmark and outreach value: University of California-Irvine and 1,745 California peers

Your role Typical deal size (USD) Assumed reply-to-deal rate (%)

California GrantToVendorMatchPulse records like this one: 1,745
University of California-Irvine's award: 91st percentile of 14,393 records
Timing: Low: older than 30 days
Estimated pipeline if you contact every California peer: $349,000 (peers × rate × deal size; an estimate from your assumptions, not a forecast)

62 / 100 Procurement Fit Score

Award of $1M+.
Awarded in the last 90 days.

What is the GrantToVendorMatchPulse record for University of California-Irvine in Irvine, California?

University of California-Irvine received a $1,315,321 NSF award (2026-08-24); likely procurement need: Cloud, AI and research computing.

How does University of California-Irvine compare to other California GrantToVendorMatchPulse records?

This is a top-decile record: its award of $1,315,321 is 3.3x the median of $400,000 across 14,393 records. It is 73 days old; check the official source for later updates before acting.

University of California-Irvine vs. top 3 peers

Organization	Location	Amount	Percentile	Record date
University of California-Irvine	IRVINE, CA	1,315,321	91st	2026-08-24
Stanford University	STANFORD, CA	810,286	82nd	2026-10-30
University of Southern California	LOS ANGELES, CA	450,000	56th	2026-10-16
STANFORD UNIVERSITY	STANFORD, CA	2,274,387	96th	2026-09-17

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Built from public award data (NIH RePORTER, NSF, OpenFEMA, USASpending.gov), which can lag by weeks. The vendor-need mapping is our classification, not a statement by the grantee; grantees must follow federal procurement rules (2 CFR 200). Not a consumer report and may not be used for FCRA purposes. Informational only; not legal, investment or procurement advice. Not affiliated with any agency or company listed.