HCAI vs HY

Huachen AI Parking Management T vs Hyster-Yale, Inc. — Valuation Comparison 2026

By CirclFi Research Team · Updated 2026-06-03 · Data from SEC EDGAR, FRED & GDELT

Quick Summary — HY scores higher on quality with 6.3/10 vs HCAI's 2.1/10. HCAI trades at $7.85 while HY trades at $36.33. Both analyzed daily using SEC EDGAR data across 13 institutional models.

HCAI

Farm & Heavy Construction Machinery
Huachen AI Parking Management T
Quality
2.1
out of 10
Value Trap
Price
$7.85
Last close
Models
12/13
Active
VS

HY

Farm & Heavy Construction Machinery
Hyster-Yale, Inc.
Quality
6.3
out of 10
Value Trap
12
SAFE
Price
$36.33
Last close
Models
11/13
Active
HCAI
2 models active
Quality 2.1/10 — below average
HY
First Chicago sees +33.4% upside
Limited to 2/13 visible models

HCAI vs HY — Fair Value Comparison

HCAI
$0$3$6$9 Price$7.85 Bayesian …$2.04 (-74.0%) Earnings …$0.30 (-98.1%)
HY
$0$19$38$57 Price$36.33 Earnings …$6.72 (-83.1%) First Chi…$48.46 (+33.4%)
Market Price Model 1 Model 2

Model-by-Model Comparison

ModelType HCAI Fair ValueHCAI Upside HY Fair ValueHY Upside
Bayesian DCF Intrinsic $2.04 -74.0%
Earnings Power Value Intrinsic $0.30 -98.1% $6.72 -83.1%
EROIC Spread Intrinsic $•••.•• ••.•% $•••.•• ••.•%
First Chicago Scenario $2.92 -68.3% $48.46 +33.4%
Markov DDM Intrinsic $•••.•• ••.•% $•••.•• ••.•%
ML-RIV Intrinsic $•••.•• ••.•% $•••.•• ••.•%
Dynamic NAV Asset-Based $•••.•• ••.•% $•••.•• ••.•%
PWERM Option-Based $•••.•• ••.•% $•••.•• ••.•%
Regime Cross-Sectional Relative $•••.•• ••.•% $•••.•• ••.•%
Sentiment SOTP Hybrid $•••.•• ••.•% $•••.•• ••.•%
CUCE Ensemble Ensemble $•••.•• ••.•% $•••.•• ••.•%
FTNN Topology Relative $•••.•• ••.•% $•••.•• ••.•%
RCMH-DCF Intrinsic $•••.•• ••.•% $•••.•• ••.•%

HCAI vs HY — Which Stock Is More Undervalued in 2026?

HY scores higher with a 6.3/10 quality rating vs HCAI's 2.1/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.

How Do HCAI and HY Valuations Compare?

HCAI currently trades at $7.85 while HY trades at $36.33. 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 for both companies.

Quality of Company: HCAI vs HY

HCAI earns a Quality of Company score of 2.1/10 compared to HY's 6.3/10. This is a significant quality gap — the higher-scoring company demonstrates materially stronger fundamentals across profitability, growth consistency, and balance sheet health. The QOC score synthesizes 32 signals spanning profitability margins, revenue growth, free cash flow, capital allocation, and leverage.

Value Trap Risk: HCAI vs HY

Review the value trap analysis for both HCAI and HY to assess whether apparent undervaluation reflects genuine opportunity or hidden fundamental risk.

Both in Farm & Heavy Construction Machinery

Both HCAI and HY operate in Farm & Heavy Construction Machinery, which has 24 stocks tracked by CirclFi. Same-industry comparisons provide the most direct insight into relative valuation since both companies face similar regulatory environments, market dynamics, and competitive pressures. 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), and ensemble methods (CUCE).

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