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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#3729
Positioning
Market Dominance
Finance, Insurance, And Real Estate
Banking
$4.2B
David R. Harlow
BancFirst Corporation provides a range of commercial banking services to retail customers and small to medium-sized businesses. The company operates through 108 banking locations in Oklahoma and 3 in Dallas, Texas. It is involved in real estate investment and insurance agency services.
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Dates updated upon official exchange announcement.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = BANF ANALYSIS TARGET
| Stock | Rating | Score▼ | Quality | Value | Momentum | P/E | EV/EBITDA | ROE | ROA | Gross Mgn | Op Mgn | Net Mgn | Rev Growth | Div Yield | D/E | Mkt Cap | AUDIT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$SII SPROTT INC. | 75 | 91 | 87 | 98 | - | - | 15.7% | 12.8% | 48.9% | 37.0% | 28.8% | 14.9% | 2.5% | 0.0x | $1.1B | VS | |
$PUK PRUDENTIAL PLC | 73 | 88 | 97 | 80 | - | - | 13.2% | 1.4% | 100.0% | 97.0% | 23.8% | 11.8% | 2.7% | 5.0x | $21.5B | VS | |
$NMR NOMURA HOLDINGS INC | 72 | 81 | 92 | 87 | - | - | 9.9% | 0.6% | 84.5% | 70.0% | 7.3% | 14.9% | 0.0% | 923.0x | $18.3B | VS | |
$PSLV Sprott Physical Silver Trust | 69 | 82 | 80 | 98 | - | - | 17.3% | 17.7% | 100.0% | 100.0% | 100.0% | 1643.8% | 0.0% | 0.0x | $5.0B | VS | |
$UFCS UNITED FIRE GROUP INC | 68 | 81 | 93 | 76 | 5.0x | 3.5x | 13.2% | 4.1% | 99.9% | 14.7% | 11.1% | 9.2% | 2.1% | 16.0x | $775M | VS | |
$SLF SUN LIFE FINANCIAL INC | 68 | 83 | 95 | 63 | - | - | 12.6% | 0.9% | 32.0% | 31.3% | 7.9% | -12.9% | 4.3% | 24.0x | $37.8B | VS | |
$CBOE Cboe Global Markets, Inc. | 68 | 75 | 63 | 77 | 21.3x | 15.7x | 24.0% | 13.7% | 41.7% | 32.4% | 26.4% | 8.2% | 1.1% | 30.0x | $25.7B | VS | |
$PHYS Sprott Physical Gold Trust | 67 | 64 | 82 | 91 | - | - | 22.5% | 22.8% | 101.8% | 100.0% | 100.0% | 138.9% | 0.0% | 0.0x | $8.4B | VS | |
$VTMX Vesta Real Estate Corporation, S.A.B. de C.V. | 67 | 69 | 77 | 80 | - | - | 8.8% | 5.8% | 98.7% | 75.7% | 88.5% | 17.6% | 4.3% | 34.0x | $2.2B | VS | |
$GLDM World Gold Trust | 66 | 54 | 85 | 92 | 11.3x | 11.3x | - | 27.1% | 100.0% | 98.9% | 459.9% | 333.4% | 0.0% | 0.0x | $43.7B | VS | |
$BANF BANCFIRST CORP /OK/ | 39 | 32 | 41 | 35 | 16.3x | 12.9x | 13.5% | 1.7% | 0.0% | 40.3% | 31.9% | 8.9% | 1.5% | 696.0x | $4.2B | ||
| SECTOR BENCH | - | - | - | - | - | 11.9x | 7.8x | 8.9% | 1.2% | 76.5% | 17.0% | 21.5% | 10.8% | 1.9% | 0.5x | - | REF |
BANCFIRST CORP /OK/ (BANF) receives a "Avoid" rating with a composite score of 38.5/100. It ranks #3729 out of 7,333 stocks in our coverage universe and carries a 1-star rating. Ratings are driven by a 6-factor quantitative model measuring quality, value, momentum, investment, stability, and short interest.
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YOY expansion rate
Core pricing power
Operating efficiency
Bottom-line conversion
Equity capital efficiency
Asset base utilization
Financial leverage load
Direct cash return
David R. Harlow
Chief Executive Officer
Labor Force
2,050
32
43
51
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for BANF
Lagging peers — losers tend to keep underperforming
Fair valuation relative to peers
Weak fundamentals — higher risk of value trap
Average volatility — neutral timing signal
Moderate investment profile
Below-average composite — caution warranted
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Relative valuation derived from Finance, Insurance, And Real Estate sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
Projection based on user-defined inputs. Re-calculated daily against current market data.
Reverse DCF Framework — Mauboussin Methodology
Institutional-grade Reverse DCF analysis. This model identifies the growth hurdles embedded in current market prices. When implied growth is significantly lower than historical or projected rates, a margin of safety may exist. Re-audited daily.
No analyst ratings for BANF.
View All RatingsMaterial decline in asset turnover efficiency detected
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 32 | 50 | -18DRAG |
| MOMENTUM | 35 | 31 | +4NEUTRAL |
| VALUATION | 41 | 44 | -3NEUTRAL |
| INVESTMENT | 43 | 81 | -38DRAG |
| STABILITY | 51 | 52 | -1NEUTRAL |
| SHORT INT | 32 | 22 | +10ALPHA |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROE proxy 13.5% (sector 8.9%)
GM 0% vs sector 77%, OM 40% vs sector 17%
Capital turnover N/A
Rev growth 9%, 10yr history
Interest coverage 1.1x, Net debt/EBITDA -1.4x
Composite assessment of profitability, capital efficiency, and financial strength. Top-tier entities demonstrate sustainable cash flow generation and elite competitive moats.
Profit generated per dollar of shareholder equity
Efficiency of asset utilization
Pricing power and cost efficiency
Core business profitability
Bottom-line profitability
The Quality factor evaluates the persistence and magnitude of realized cash flows. Companies with scores >70 exhibit superior pricing power and structural financial resilience through diverse economic regimes.
Our uncertainty rating tracks the predictability of future cash flows and potential for permanent capital loss. Moderate visibility with standard industry cyclicality.
Our quantitative model flags BANCFIRST CORP /OK/ with an Avoid rating, assigning a composite score of 38.5/100 and 1 out of 5 stars. Ranked #3729 of 7,333 stocks, BANF falls in the bottom tier across key factors. Historically, stocks with this profile have faced elevated risk of underperformance and capital loss.
BANF's quality score of 32/100 is below average, suggesting challenges with profitability or capital efficiency. The company reports a return on equity of 13.5% (sector avg: 8.9%), gross margins of 0.0% (sector avg: 76.5%), net margins of 31.9% (sector avg: 21.5%). Investors should examine whether management is actively addressing these weaknesses or if they reflect structural industry headwinds.
With a value score of 41/100, BANF appears somewhat expensive relative to its fundamentals. Key valuation metrics include a P/E ratio of 16.32x, an EV/EBITDA of 12.90x, a P/B ratio of 2.20x. Investors paying a premium here are likely betting on above-average growth or margin expansion to justify current prices.
With an investment score of 43/100, BANF exhibits moderate growth-oriented spending. Key growth metrics include revenue growth of 8.9% vs. a sector average of 10.8% and a return on assets of 1.7% (sector: 1.2%). The company appears to be balancing growth investments with capital returns, though the pace of investment may not be enough to accelerate top-line growth meaningfully.
BANF is currently showing below-average momentum at 35/100, which may indicate weakening institutional interest or negative sentiment shifts. Revenue growth stands at 8.9% year-over-year, while a beta of 0.77 reflects its sensitivity to broader market moves. Investors should note that declining momentum can precede further price weakness, though contrarian opportunities sometimes emerge at these levels.
With a stability score of 51/100, BANF exhibits average financial resilience. Key stability metrics include a beta of 0.77 and a debt-to-equity ratio of 696.00x (sector avg: 0.5x). While the balance sheet is not a major concern, the stock is subject to typical market volatility and may experience sharper drawdowns during risk-off episodes.
BANCFIRST CORP /OK/'s short interest score of 32/100 reveals significant bearish positioning, suggesting institutional investors are actively betting against the stock. Specific risk factors include elevated leverage (D/E: 696.00x). At $4.2B (mid-cap), BANF carries meaningful risk and is best suited for investors with high risk tolerance who have thoroughly evaluated the bear thesis.
BANF offers a modest dividend yield of 1.5%. This compares to a sector average dividend yield of 1.9%. While the income contribution is relatively small, even a small dividend signals management's commitment to shareholder returns and can serve as a signal of financial discipline.
BANCFIRST CORP /OK/ is a mid-cap company in the Finance, Insurance, And Real Estate sector, ranked #0 of 50 in its sector (100th percentile) and #3729 of 7,333 overall (49th percentile). Key comparisons include ROE of 13.5% exceeding the 8.9% sector median and operating margins of 40.3% above the 17.0% sector average. This top-quartile standing reflects exceptional competitive strength relative to Finance, Insurance, And Real Estate peers.
While BANF currently exhibits a AVOID profile, superior opportunities exist within the FINANCE, INSURANCE, AND REAL ESTATE sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
View Top Finance, Insurance, And Real Estate Alpha →Quant Factor Profile
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Improvement in Quality (32) would have the largest impact on the composite score.
EV/EBITDA 66% ABOVE SECTOR MEDIAN
ROE 51% ABOVE SECTOR MEDIAN (FAVORABLE)
Gross Margin 100% BELOW SECTOR MEDIAN
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate BANCFIRST CORP /OK/ (BANF) as Avoid with a composite score of 38.5/100 at a current price of $111.63. The stock falls in the bottom quintile of our universe across key quantitative factors, and the multi-factor weakness suggests a high probability of continued underperformance.
The rating is primarily driven by strength in stability (51th percentile) and investment (43th percentile), which together account for the majority of the composite score. Offsetting weakness in quality (32th percentile) and momentum (35th percentile) tempers our overall conviction. We assign a Narrow Moat rating (43/100), Medium uncertainty, and Poor capital allocation.
Key items to watch: momentum to confirm whether the current price trend has legs; balance sheet deleveraging progress. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.
BANCFIRST CORP /OK/ holds a top-quartile position (#0 of 50) within the Finance, Insurance, And Real Estate sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 38.5/100 places it at rank #3729 in our full 7,333-stock universe. At $4.2B in market capitalization, BANCFIRST CORP /OK/ is a mid-cap player in the Finance, Insurance, And Real Estate space, which limits certain scale advantages but may allow for more agile strategic execution.
Revenue is growing at 9%, though momentum at the 35th percentile suggests the market has not yet fully recognized this trajectory. This potential disconnect between fundamental improvement and market recognition could represent an opportunity for patient investors if the growth trend persists.
The margin cascade tells an important story: gross margins of 0% (-76.5pp vs sector) narrow to operating margins of 40% (+23.3pp vs sector) and net margins of 31.9%, yielding a gross-to-net conversion rate of N/A%. The significant margin erosion from gross to net suggests elevated operating expenses, high interest costs, or other structural drags that warrant monitoring.
At a current price of $111.63, BANCFIRST CORP /OK/ is trading near fair value based on current fundamentals. Our value factor score of 41/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. Valuation metrics are mixed, with no strong signal of mispricing in either direction.
The stock currently trades at a P/E of 16.3x (a 37% premium to the sector median of 11.9x), EV/EBITDA of 12.9x (at a premium), P/B of 2.2x, P/S of 5.2x. The above-sector P/E multiple suggests the market is pricing in superior growth or quality, which our analysis finds only partially justified by current fundamentals.
The stock may offer contrarian value if near-term headwinds prove transitory — the current weakness in factor scores may reverse if business fundamentals stabilize.
The Avoid rating (composite 38.5/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
Elevated leverage (696% D/E) amplifies downside risk and limits management's financial flexibility in adverse scenarios.
Weak momentum (35th percentile) suggests institutional selling pressure and unfavorable technical dynamics that may persist.
Below-average quality (32th percentile) raises durability concerns about the fundamental profile and increases the risk of negative earnings surprises.
We assign a Medium uncertainty rating to BANCFIRST CORP /OK/. The stock presents a balanced risk profile: significant leverage (696% debt-to-equity) and weak quality scores (32th percentile). While not risk-free, the core business fundamentals are adequate to withstand moderate economic stress, and the range of potential outcomes around our fair value estimate is manageable.
Specific risk factors that inform our assessment include: significant leverage (696% debt-to-equity); weak quality scores (32th percentile). Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 51th percentile and quality factor at the 32th percentile provide a quantitative summary of the overall risk landscape.
We identify limited risk mitigants at this time, which contributes to our medium uncertainty assessment. Investors should monitor for improvement in balance sheet metrics, margin stability, and business predictability that could warrant a downgrade in our risk assessment over time.
We rate BANCFIRST CORP /OK/'s capital allocation as Poor. Key concerns include elevated leverage (696% D/E), weak asset returns (ROA 1.7%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — BANCFIRST CORP /OK/ significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.
Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.
In summary, BANCFIRST CORP /OK/ receives a Avoid rating with a composite score of 38.5/100 (rank #3729 of 7,333). Our quantitative framework assigns a Narrow Moat (43/100, trend: stable), Medium uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 40/100.
Our analysis does not support a constructive view on BANCFIRST CORP /OK/ at this time. The combination of the current quantitative profile, medium uncertainty, and poor capital allocation suggests unfavorable risk-reward at current levels. We recommend investors avoid new positions and existing holders consider reducing exposure.
Analysis derived from Blank Capital Research quantitative terminal. For informational purposes only. No trade solicitation. Past performance not indicative of future results. Consult a qualified advisor.
We assign BANCFIRST CORP /OK/ a Narrow Moat rating with a composite moat score of 43/100. The company possesses identifiable competitive advantages, though they are less entrenched than those of wide-moat peers. Our analysis indicates that BANCFIRST CORP /OK/ can sustain above-average returns on invested capital for at least 10 years, with the strongest contributor being financial resilience at 12.1/20.
The strongest moat sources are financial resilience (12.1/20) and growth durability (12/20). Interest coverage 1.1x, Net debt/EBITDA -1.4x. Rev growth 9%, 10yr history. These pillars form the core of BANCFIRST CORP /OK/'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include reinvestment efficiency (0/20) and margin superiority (9.2/20). Capital turnover N/A. Improvement in these areas could meaningfully widen the moat over time, while deterioration would be an early warning of competitive erosion.
Our moat trend assessment is Stable. Multi-year ROIC and operating margin trajectories show neither meaningful improvement nor deterioration, suggesting the competitive position is steady. We expect BANCFIRST CORP /OK/'s moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include operating margins of 40% reflecting effective cost management, moderate revenue growth of 9%. The margin cascade from 0% gross to 40% operating to 31.9% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that profit quality raises some durability concerns, with the quality factor at the 32th percentile.
The margin profile shows gross margins of 0%, operating margins of 40%, net margins of 31.9%. Return metrics include ROE of 13.5% and ROA of 1.7%. Relative to the Finance, Insurance, And Real Estate sector, gross margins are 76.5 percentage points below the sector median of 77%, and ROE of 13.5% compares to a sector median of 8.9%.
The balance sheet reflects high leverage with D/E of 696%, which may limit financial flexibility, a dividend yield of 1.48%, revenue growth of 9%. The sector median D/E is 0%, putting BANCFIRST CORP /OK/ at higher leverage than the typical peer. Elevated leverage in combination with the current margin profile warrants close monitoring for any deterioration in debt-servicing capacity.
Above 50MA
37.18%
Net New Highs
+51081
The end of the earnings season is always a good time to take a step back and see who shined (and who not so much). Let’s take a look at how regional banks stocks fared in Q4, starting with BancFirst (NASDAQ:BANF).

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Invest in stocks of MakeMyTrip Limited (MMYT), Allison Transmission Holdings (ALSN), Hess (HES) and BancFirst (BANF) to tap their high-efficiency levels.

While the top- and bottom-line numbers for BancFirst (BANF) give a sense of how the business performed in the quarter ended March 2024, it could be worth looking at how some of its key metrics compare to Wall Street estimates and year-ago values.