SSM vs TM

Sono Group N.V. vs Toyota Motor Corporation — Valuation Comparison 2026

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

Quick Summary — SSM scores higher on quality with 6.2/10 vs TM's 1.7/10. SSM trades at $4.00 while TM trades at $180.49. Both analyzed daily using SEC EDGAR data across 13 institutional models.

SSM

Auto Manufacturers
Sono Group N.V.
Quality
6.2
out of 10
Value Trap
Price
$4.00
Last close
Models
9/13
Active
VS

TM

Auto Manufacturers
Toyota Motor Corporation
Quality
1.7
out of 10
Value Trap
Price
$180.49
Last close
Models
7/13
Active
SSM
Bayesian DCF sees +355.5% upside
Limited to 2/13 visible models
TM
2 models active
Quality 1.7/10 — below average

SSM vs TM — Fair Value Comparison

SSM
$0$7$14$22 Price$4.00 Bayesian …$18.22 (+355.5%) Dynamic N…$0.35 (-94.2%)
TM
$0$71$142$213 Price$180.49 Bayesian …$58.85 (-67.4%) Earnings …$87.69 (-54.4%)
Market Price Model 1 Model 2

Model-by-Model Comparison

ModelType SSM Fair ValueSSM Upside TM Fair ValueTM Upside
Bayesian DCF Intrinsic $18.22 +355.5% $58.85 -67.4%
Earnings Power Value Intrinsic $87.69 -54.4%
EROIC Spread Intrinsic $•••.•• ••.•% $•••.•• ••.•%
First Chicago Scenario $•••.•• ••.•% $•••.•• ••.•%
Markov DDM Intrinsic $•••.•• ••.•% $•••.•• ••.•%
ML-RIV Intrinsic $•••.•• ••.•% $•••.•• ••.•%
Dynamic NAV Asset-Based $0.35 -94.2% $5.87 -96.7%
PWERM Option-Based $•••.•• ••.•% $•••.•• ••.•%
Sentiment SOTP Hybrid $•••.•• ••.•% $•••.•• ••.•%
CUCE Ensemble Ensemble $•••.•• ••.•% $•••.•• ••.•%
FTNN Topology Relative $•••.•• ••.•% $•••.•• ••.•%

SSM vs TM — Which Stock Is More Undervalued in 2026?

SSM scores higher with a 6.2/10 quality rating vs TM's 1.7/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.

How Do SSM and TM Valuations Compare?

At $4.00, SSM trades +355.5% below its Bayesian DCF fair value of $18.22, while TM at $180.49 trades +67.4% above its estimate of $58.85. SSM shows a wider gap between price and intrinsic value.

Quality of Company: SSM vs TM

SSM earns a Quality of Company score of 6.2/10 compared to TM's 1.7/10. 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: SSM vs TM

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

Both in Auto Manufacturers

Both SSM and TM operate in Auto Manufacturers, which has 29 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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