Side-by-side matrix of up to 4 real academic & research-institution records — the six deterministic scoring engines, research & commercialization metrics and capability, technology, core-facility and funding matrices, with the best value in each numeric row highlighted.
Scores deterministic, rules-based — not AI. Illustrative data. Institution names are real universities / research institutes; all research metrics, publications, patents, grant funding, PI rosters, core facilities and licensing assets are synthetic demonstration data — verify directly before any collaboration, licensing, or sponsored-research decision.
Research scorecard · deterministic 0–100 iCapability scores are a directional starting point, not a verdict. A lower score does not disqualify a company or consultant, and no decision should rest on the score alone — always contact the company directly to confirm the specifics for your project.
Research excellence iOverall research strength — scored from publication output, patent portfolio, citation impact and the breadth of the institution's 14 research capabilities.
24
13
14
Discovery capability iDepth in early drug discovery — drug, target and biomarker discovery, translational medicine, AI-driven discovery and gene editing, plus the breadth of research technologies.
96
48
46
Translational readiness iHow ready the institution is to move discoveries toward the clinic — translational medicine, clinical research, technology transfer and its core-facility footprint.
90
46
86
Commercialization iHow effectively research is turned into commercial value — patent portfolio, spin-outs, industry partnerships, technology transfer and licensable technologies.
29
10
24
Funding scale iThe scale and diversity of research funding — number of active grants, total grant funding and the range of funding sources.
22
12
8
Infrastructure iThe institution's research capacity — principal investigators, breadth of core-facility types, facility count and overall institutional scale.
55
35
35
Research & commercialization metrics (illustrative)