MODEL VERDICT
51Talk Online Education Group (COE)
Relative Valuation•Peer multiples, Monte Carlo simulation & quality-adjusted fair value
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Composite score derived from valuation, quality, and risk factors
Quantitative model thresholds · For educational and research purposes only
Each row records the model's monthly assessment. High Conviction = the model detected notable undervaluation vs peers. Neutral = no notable divergence was found. The return column shows the actual price change over 90 days for reference. This is a quantitative observation log — not investment advice.
| Date | Assessment | Score | Price | Status | 90d Fwd Return |
|---|---|---|---|---|---|
| Feb 28, 2026 | NEUTRAL | 0.39 | $26.98 | CURRENT | +3.7% |
Historical model observations for research purposes only. Past quantitative patterns do not predict future results. Not a recommendation to buy, sell, or hold any security.
| Methodology | Fair Value | vs Current | Weight | Quality | Status |
|---|---|---|---|---|---|
| Forward P/E 113 analyst estimates | $1.15 | -95.7% | 20% | A- | Analyst Est. |
| Price / Free Cash Flow 105 industry peers | $18.65 | -30.9% | 15% | B+ | Peer Data |
| EV/FCF 107 industry peers | $21.84 | -19.1% | 7% | B | Model Driven |
| EV To Revenue 124 industry peers | $108.44 | +301.9% | 4% | B | Data |
| Price / Sales 125 industry peers | $100.19 | +271.3% | 3% | B | Model Driven |
| FCF Yield 107 industry peers | $18.67 | -30.8% | 1% | B | Data |
| Weighted Output Blended model output | $30.52 | +13.1% | 100% | 57 | SLIGHTLY UNDERVALUED |
Cross-sectional regression predicting expected multiples based on growth, margins, ROIC, and beta.
| Multiple | Avg | Median | Min | Max | Std |
|---|---|---|---|---|---|
| P/FCF | 65.04 | 21.47 | 5.84 | 167.82 | 89.35 |
| P/S Ratio | 7.55 | 0.34 | 0.24 | 34.80 | 15.25 |
Based on our peer multiples analysis with 15 valuation metrics, the model estimates COE's fair value at $30.52 vs the current price of $26.98, implying +13.1% upside potential. Model verdict: Slightly Undervalued. Confidence: 57/100. This is a quantitative estimate, not a recommendation.
The blended fair value of $30.52 is calculated using four lenses: industry median multiples (40%), historical multiples (30%), forward estimates (20%), and quality-adjusted multiples (10%). Monte Carlo simulation (10,000 iterations) gives a range of $57.61 (P10) to $221.62 (P90), with a median of $119.48.
COE's current P/E of -20.6x compares to the industry median of 26.2x (71 peers in the group). This represents a -178.6% discount to the industry. The historical average P/E is N/Ax over 0 years. Signal: Deep Discount.
2 analysts cover COE with a consensus rating of Buy. The consensus price target is N/A (range: N/A — N/A), implying N/A upside from the current price. Grade breakdown: Strong Buy (0), Buy (1), Hold (1), Sell (0), Strong Sell (0).
The model confidence score is 57/100, based on: data completeness (9), peer quality (25), historical depth (16), earnings stability (5), and model agreement (2). Cyclicality penalty: -0 points. The model shows moderate agreement across inputs.
The model flags several key risks: (1) Macro/regulatory risks are not captured in this model but remain material.
Peak earnings risk data is not available for COE.
No. This dashboard is a quantitative research tool for educational and informational purposes only. It is not investment advice, a solicitation, or a recommendation to buy, sell, or hold any security. The operator of this platform is not a registered investment advisor (RIA), broker-dealer, or financial planner. All model outputs, fair value estimates, signals, and scenarios are the result of automated quantitative computations and should not be construed as professional financial guidance. You should consult a qualified, licensed financial advisor before making any investment decisions. Past model performance is not indicative of future results.