Andrew Davidson & Co. vs LiquidFi
Secondary & Capital Markets head-to-head · axis by axis, same rubric for both
Secondary & Capital Markets
Secondary & Capital Markets
| Axis | Andrew Davidson & Co. | LiquidFi |
|---|---|---|
| Production impact | 2.1 | 2.1 |
| Functionality & depth | 3.1 | 2.3 |
| Integrations & ecosystem | 1.7 | 1.6 |
| Adoption & support | 1.7 | 1.8 |
| Return on spend | 2.1 | 1.8 |
| Overall | 2.3 | 2.0 |
Andrew Davidson & Co. wins 3 of 5 axes. Same rubric, same weights, no sponsorships.
What the rubric says
Andrew Davidson & Co. and LiquidFi are both scored in Secondary & Capital Markets. Andrew Davidson & Co. carries an overall of 2.3, LiquidFi an overall of 2. The widest gap between them is Functionality and depth, at 0.8 of a point. That axis measures whether it handles the messy loans and not just the clean file. Andrew Davidson & Co. takes it, 3.1 to 2.3.
Where the five axes separate
On Functionality and depth the record favours Andrew Davidson & Co., 3.1 against 2.3. On Return on spend the record favours Andrew Davidson & Co., 2.1 against 1.8. On Adoption and support the record favours LiquidFi, 1.8 against 1.7.
Names, because the URL and the brand differ
LiquidFi was formerly Liquid Mortgage.
Pricing posture
Andrew Davidson & Co. does not publish pricing. Its listed model is quote only; licensed directly or embedded through third-party vendors. LiquidFi does not publish pricing. Its listed model is quote only, nothing published.
Deployment and who each one targets
Deployment for Andrew Davidson & Co.: Licensed models and applications, plus embedded distribution through third-party platforms. Deployment for LiquidFi: Cloud, blockchain-backed loan record with full API access. Segment focus for Andrew Davidson & Co.: Quantitative risk and valuation teams at banks, insurers, investors and broker-dealers. Segment focus for LiquidFi: Securitization sponsors and warehouse lenders rather than origination desks. The two entries name different buyers.
What each record credits
Andrew Davidson & Co.: Models cover prepayment, credit and term structure, plus a separate climate risk suite. LiquidFi: Reports $24.3 billion unpaid principal balance across 57,621 platform loans.
What each record holds against them
Andrew Davidson & Co.: No named distribution partners, so you cannot tell if your platform embeds the models. LiquidFi: No ownership, investor, funding or leadership information published anywhere.
Which one fits which shop
Best fit for Andrew Davidson & Co.: A balance sheet team that needs defensible prepayment and credit models rather. Best fit for LiquidFi: An issuer whose investors keep asking for loan-level data faster than servicing can produce it.
The short answer
Andrew Davidson & Co. finishes ahead on the published rubric, 2.3 to 2. The margin comes mostly from Functionality and depth. Same rubric, same weights, no sponsorships.
Both tools are scored on the same weighted rubric, production impact carries the most weight. Comparisons are never sponsored. Disclosure →