Is ANRO or APM more undervalued in 2026?

CirclFi compares Alto Neuroscience, Inc. (ANRO) and Aptorum Group Limited (APM) using 13 institutional-grade valuation models. ANRO has a Quality of Company score of 4.7/10 while APM scores 2.2/10.

Which is a better buy — ANRO or APM?

Compare intrinsic values from 13 independent models against current market prices. CirclFi also calculates Value Trap scores. This is not financial advice — conduct your own analysis.

How do ANRO and APM valuations compare?

ANRO at $20.22 and APM at $0.84 are compared across Bayesian DCF, EPV, EROIC Spread, First Chicago, Markov DDM, and 8 additional models.

ANRO vs APM Valuation Comparison 2026 — Intrinsic Value Analysis

ANRO

Biotechnology

Alto Neuroscience, Inc.

Quality

4.7

out of 10

Value Trap

SAFE

Price

$20.22

Last close

Models

7/13

Active

APM

Biotechnology

Aptorum Group Limited

Quality

2.2

out of 10

Value Trap

—

Price

$0.84

Last close

Models

10/13

Active

Model-by-Model Comparison

Model	Type	ANRO Fair Value	ANRO Upside	APM Fair Value	APM Upside
Bayesian DCF	Intrinsic	$7.06	-65.1%	$0.22	-73.6%
Earnings Power Value	Intrinsic	—	—	$0.06	-92.8%
EROIC Spread	Intrinsic	$•••.••	••.•%	$•••.••	••.•%
First Chicago	Scenario	$•••.••	••.•%	$•••.••	••.•%
ML-RIV	Intrinsic	$1.90	-90.6%	$0.35	-58.1%
Dynamic NAV	Asset-Based	$•••.••	••.•%	$•••.••	••.•%
PWERM	Option-Based	$•••.••	••.•%	$•••.••	••.•%
Regime Cross-Sectional	Relative	$•••.••	••.•%	$•••.••	••.•%
Sentiment SOTP	Hybrid	$•••.••	••.•%	$•••.••	••.•%
CUCE Ensemble	Ensemble	$•••.••	••.•%	$•••.••	••.•%

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ANRO vs APM — Which Stock Is More Undervalued?

ANRO scores higher with a 4.7/10 quality rating vs APM's 2.2/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.

Comparing Alto Neuroscience, Inc. (ANRO) and Aptorum Group Limited (APM) across 13 institutional-grade valuation models reveals how each company's intrinsic value stacks up against its market price. CirclFi's engine processes SEC EDGAR 10-K and 10-Q filings, FRED macroeconomic data, and GDELT news sentiment to generate independent fair value estimates daily.

ANRO currently trades at $20.22 with a QOC of 4.7/10, while APM trades at $0.84 with a QOC of 2.2/10.

Both companies are analyzed with models spanning intrinsic (Bayesian DCF, EPV), scenario-based (First Chicago), regime-switching (Markov DDM, RCMH-DCF), machine learning (ML-RIV, FTNN Topology), and ensemble methods (CUCE).