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Side-by-side financial comparison of Lument Finance Trust, Inc. (LFT) and Semler Scientific, Inc. (SMLR). Click either name above to swap in a different company.

Semler Scientific, Inc. is the larger business by last-quarter revenue ($7.5M vs $5.4M, roughly 1.4× Lument Finance Trust, Inc.). Semler Scientific, Inc. runs the higher net margin — 225.6% vs -144.5%, a 370.2% gap on every dollar of revenue. On growth, Lument Finance Trust, Inc. posted the faster year-over-year revenue change (-42.6% vs -44.6%). Over the past eight quarters, Semler Scientific, Inc.'s revenue compounded faster (-29.5% CAGR vs -35.7%).

Lument Finance Trust, Inc. is a US-based real estate finance firm that primarily invests in, manages, and operates credit assets tied to multifamily residential and commercial real estate. Its core offerings include bridge loans, permanent financing solutions, and structured real estate debt products for property owners and operators across the United States.

Semler Scientific, Inc. develops, manufactures and distributes non-invasive medical diagnostic devices for chronic disease screening. Its flagship QuantaFlo system delivers fast, accurate peripheral arterial disease testing, serving hospitals, clinics, primary care practices and other healthcare providers primarily in the United States.

LFT vs SMLR — Head-to-Head

Bigger by revenue
SMLR
SMLR
1.4× larger
SMLR
$7.5M
$5.4M
LFT
Growing faster (revenue YoY)
LFT
LFT
+1.9% gap
LFT
-42.6%
-44.6%
SMLR
Higher net margin
SMLR
SMLR
370.2% more per $
SMLR
225.6%
-144.5%
LFT
Faster 2-yr revenue CAGR
SMLR
SMLR
Annualised
SMLR
-29.5%
-35.7%
LFT

Income Statement — Q4 FY2025 vs Q3 FY2025

Metric
LFT
LFT
SMLR
SMLR
Revenue
$5.4M
$7.5M
Net Profit
$-7.8M
$16.9M
Gross Margin
91.5%
Operating Margin
-72.0%
Net Margin
-144.5%
225.6%
Revenue YoY
-42.6%
-44.6%
Net Profit YoY
-262.0%
201.3%
EPS (diluted)
$-0.17
$1.07

Green = leading value per metric. Periods may differ when fiscal calendars don't align.

8-Quarter Revenue & Profit Trend

Side-by-side quarterly history. Quarters aligned by calendar period so offset fiscal years line up.

Revenue
LFT
LFT
SMLR
SMLR
Q4 25
$5.4M
Q3 25
$5.1M
$7.5M
Q2 25
$7.0M
$8.2M
Q1 25
$7.7M
$8.8M
Q4 24
$9.4M
$12.4M
Q3 24
$9.5M
$13.5M
Q2 24
$9.5M
$14.5M
Q1 24
$13.0M
$15.9M
Net Profit
LFT
LFT
SMLR
SMLR
Q4 25
$-7.8M
Q3 25
$1.8M
$16.9M
Q2 25
$3.7M
$66.9M
Q1 25
$-522.6K
$-64.7M
Q4 24
$4.8M
$29.2M
Q3 24
$6.3M
$5.6M
Q2 24
$4.6M
$11.0K
Q1 24
$7.0M
$6.1M
Gross Margin
LFT
LFT
SMLR
SMLR
Q4 25
Q3 25
91.5%
Q2 25
91.0%
Q1 25
89.4%
Q4 24
91.1%
Q3 24
91.4%
Q2 24
91.3%
Q1 24
92.2%
Operating Margin
LFT
LFT
SMLR
SMLR
Q4 25
Q3 25
-72.0%
Q2 25
-25.0%
Q1 25
-352.0%
Q4 24
28.5%
Q3 24
37.5%
Q2 24
37.0%
Q1 24
43.9%
Net Margin
LFT
LFT
SMLR
SMLR
Q4 25
-144.5%
Q3 25
36.5%
225.6%
Q2 25
53.0%
814.6%
Q1 25
-6.8%
-732.3%
Q4 24
51.2%
235.3%
Q3 24
66.2%
41.5%
Q2 24
48.3%
0.1%
Q1 24
53.7%
38.2%
EPS (diluted)
LFT
LFT
SMLR
SMLR
Q4 25
$-0.17
Q3 25
$0.01
$1.07
Q2 25
$0.05
$5.04
Q1 25
$-0.03
$-6.74
Q4 24
$0.06
$3.63
Q3 24
$0.10
$0.72
Q2 24
$0.07
$0.00
Q1 24
$0.11
$0.78

Balance Sheet & Financial Strength

Snapshot of each company's liquidity, leverage and book value from the latest quarter.

Metric
LFT
LFT
SMLR
SMLR
Cash + ST InvestmentsLiquidity on hand
$23.1M
$10.2M
Total DebtLower is stronger
Stockholders' EquityBook value
$219.0M
$459.7M
Total Assets
$1.2B
$596.7M
Debt / EquityLower = less leverage

8-quarter trend — quarters aligned by calendar period.

Cash + ST Investments
LFT
LFT
SMLR
SMLR
Q4 25
$23.1M
Q3 25
$56.0M
$10.2M
Q2 25
$59.4M
$13.5M
Q1 25
$63.5M
$9.7M
Q4 24
$69.2M
$8.8M
Q3 24
$45.6M
$6.6M
Q2 24
$65.1M
$7.3M
Q1 24
$64.6M
$62.8M
Stockholders' Equity
LFT
LFT
SMLR
SMLR
Q4 25
$219.0M
Q3 25
$230.0M
$459.7M
Q2 25
$231.4M
$383.4M
Q1 25
$231.9M
$161.7M
Q4 24
$237.8M
$230.8M
Q3 24
$243.0M
$85.4M
Q2 24
$242.1M
$78.4M
Q1 24
$242.8M
$77.9M
Total Assets
LFT
LFT
SMLR
SMLR
Q4 25
$1.2B
Q3 25
$955.7M
$596.7M
Q2 25
$998.4M
$522.6M
Q1 25
$1.1B
$293.4M
Q4 24
$1.1B
$239.8M
Q3 24
$1.3B
$92.2M
Q2 24
$1.3B
$84.8M
Q1 24
$1.4B
$83.9M

Cash Flow & Capital Efficiency

How much cash each business actually produces after reinvestment. Cash flow is harder to manipulate than net income.

Metric
LFT
LFT
SMLR
SMLR
Operating Cash FlowLast quarter
$10.1M
$-33.0M
Free Cash FlowOCF − Capex
FCF MarginFCF / Revenue
Capex IntensityCapex / Revenue
Cash ConversionOCF / Net Profit
-1.95×
TTM Free Cash FlowTrailing 4 quarters

8-quarter trend — quarters aligned by calendar period.

Operating Cash Flow
LFT
LFT
SMLR
SMLR
Q4 25
$10.1M
Q3 25
$1.1M
$-33.0M
Q2 25
$3.6M
$514.0K
Q1 25
$4.1M
$-1.9M
Q4 24
$27.1M
$7.4M
Q3 24
$6.2M
$6.4M
Q2 24
$5.5M
$4.9M
Q1 24
$9.1M
$5.6M
Free Cash Flow
LFT
LFT
SMLR
SMLR
Q4 25
Q3 25
Q2 25
Q1 25
Q4 24
$7.4M
Q3 24
Q2 24
$4.9M
Q1 24
$5.6M
FCF Margin
LFT
LFT
SMLR
SMLR
Q4 25
Q3 25
Q2 25
Q1 25
Q4 24
59.8%
Q3 24
Q2 24
33.8%
Q1 24
35.3%
Capex Intensity
LFT
LFT
SMLR
SMLR
Q4 25
Q3 25
Q2 25
Q1 25
Q4 24
0.0%
Q3 24
0.0%
Q2 24
0.3%
Q1 24
0.0%
Cash Conversion
LFT
LFT
SMLR
SMLR
Q4 25
Q3 25
0.62×
-1.95×
Q2 25
0.98×
0.01×
Q1 25
Q4 24
5.66×
0.25×
Q3 24
0.99×
1.15×
Q2 24
1.19×
448.55×
Q1 24
1.30×
0.93×

Financial Flow Comparison

Revenue → gross profit → operating profit → net profit for each company.

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