JF vs KLAR

J and Friends Holdings Limited vs Klarna Group plc — Valuation Comparison 2026

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

Quick Summary — KLAR scores higher on quality with 4.5/10 vs JF's 2.9/10. JF trades at $0.98 while KLAR trades at $17.52. Both analyzed daily using SEC EDGAR data across 13 institutional models.

JF

Credit Services
J and Friends Holdings Limited
Quality
2.9
out of 10
Value Trap
30
LOW
Price
$0.98
Last close
Models
8/13
Active
VS

KLAR

Credit Services
Klarna Group plc
Quality
4.5
out of 10
Value Trap
Price
$17.52
Last close
Models
11/13
Active
JF
2 models active
Quality 2.9/10 — below average
KLAR
Earnings Power Value sees +13.0% upside
Quality 4.5/10 — below average

JF vs KLAR — Fair Value Comparison

JF
$0$0$1$1 Price$0.98 Bayesian …$0.19 (-80.6%) Earnings …$0.31 (-69.7%)
KLAR
$0$7$14$21 Price$17.52 Bayesian …$6.95 (-60.3%) Earnings …$15.89 (+13.0%)
Market Price Model 1 Model 2

Model-by-Model Comparison

ModelType JF Fair ValueJF Upside KLAR Fair ValueKLAR Upside
Bayesian DCF Intrinsic $0.19 -80.6% $6.95 -60.3%
Earnings Power Value Intrinsic $0.31 -69.7% $15.89 +13.0%
EROIC Spread Intrinsic $•••.•• ••.•% $•••.•• ••.•%
First Chicago Scenario $•••.•• ••.•% $•••.•• ••.•%
Markov DDM Intrinsic $•••.•• ••.•% $•••.•• ••.•%
ML-RIV Intrinsic $•••.•• ••.•% $•••.•• ••.•%
PWERM Option-Based $•••.•• ••.•% $•••.•• ••.•%
Regime Cross-Sectional Relative $•••.•• ••.•% $•••.•• ••.•%
Sentiment SOTP Hybrid $•••.•• ••.•% $•••.•• ••.•%
CUCE Ensemble Ensemble $•••.•• ••.•% $•••.•• ••.•%
FTNN Topology Relative $•••.•• ••.•% $•••.•• ••.•%

JF vs KLAR — Which Stock Is More Undervalued in 2026?

KLAR scores higher with a 4.5/10 quality rating vs JF's 2.9/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.

How Do JF and KLAR Valuations Compare?

At $0.98, JF trades +80.6% above its Bayesian DCF fair value of $0.19, while KLAR at $17.52 trades +60.3% above its estimate of $6.95. JF shows a wider gap between price and intrinsic value.

Quality of Company: JF vs KLAR

JF earns a Quality of Company score of 2.9/10 compared to KLAR's 4.5/10. This moderate difference suggests one company has an edge in fundamental quality, though both may offer investment merit depending on valuation. The QOC score synthesizes 32 signals spanning profitability margins, revenue growth, free cash flow, capital allocation, and leverage.

Value Trap Risk: JF vs KLAR

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

Both in Credit Services

Both JF and KLAR operate in Credit Services, which has 52 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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