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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#2508
Positioning
Market Dominance
Transportation, Communications, Electric, Gas, And Sanitary Services
Utilities
$20.4B
Lloyd M. Yates
NiSource Inc. operates as a regulated natural gas and electric utility company in the United States. The company distributes natural gas to approximately 853,000 customers in northern Indiana, as well as approximately 2.4 million residential, commercial, and industrial customers in Ohio, Pennsylvania, Virginia, Kentucky, and Maryland. It owns and operates coal-fired electric generating stations with a capacity of 722 megawatts in Wheatfield and 455 MW in Michigan City.
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Dates updated upon official exchange announcement.
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| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$UGP ULTRAPAR HOLDINGS INC | 79 | 90 | 95 | 87 | - | - | 29.5% | 5.7% | 7.3% | 3.8% | 1.9% | -16.9% | 4.9% | 22.0x | $2.8B | VS | |
$TNK TEEKAY TANKERS LTD. | 78 | 94 | 97 | 82 | - | - | 24.4% | 20.6% | 67.0% | 30.9% | 32.8% | -16.6% | 7.6% | 0.0x | $1.3B | VS | |
$DHT DHT Holdings, Inc. | 75 | 84 | 88 | 78 | - | - | 17.5% | 12.2% | 54.8% | 36.8% | 31.7% | 2.0% | 10.9% | 40.0x | $1.5B | VS | |
$STNG Scorpio Tankers Inc. | 75 | 86 | 95 | 74 | - | - | 24.7% | 16.6% | 63.1% | 61.5% | 53.8% | -7.2% | 3.3% | 30.0x | $2.6B | VS | |
$NAT NORDIC AMERICAN TANKERS Ltd | 75 | 82 | 88 | 87 | - | - | 8.9% | 5.5% | 64.4% | 22.1% | 13.3% | -10.7% | 18.0% | 53.0x | $465M | VS | |
$AMX AMERICA MOVIL SAB DE CV/ | 74 | 86 | 81 | 68 | - | - | 5.8% | 1.5% | 61.1% | 20.7% | 3.2% | -13.7% | 3.5% | 202.0x | $44.7B | VS | |
$PAC Pacific Airport Group | 73 | 94 | 80 | 78 | - | - | 35.2% | 10.8% | 84.4% | 44.8% | 26.4% | -18.0% | 5.6% | 81.0x | $8.5B | VS | |
$GSL Global Ship Lease, Inc. | 73 | 82 | 94 | 81 | - | - | 26.7% | 15.6% | 100.0% | 53.7% | 50.1% | 5.8% | 7.7% | 47.0x | $753M | VS | |
$TRMD TORM plc | 73 | 86 | 94 | 65 | - | - | 32.7% | 19.3% | 58.8% | 40.9% | 38.0% | 2.5% | 30.1% | 59.0x | $1.7B | VS | |
$VIV TELEFONICA BRASIL S.A. | 73 | 82 | 90 | 78 | - | - | 7.0% | 4.0% | 43.9% | 15.5% | 10.0% | -15.9% | 5.6% | 0.0x | $12.5B | VS | |
$NI NISOURCE INC. | 47 | 23 | 25 | 51 | 26.4x | 11.8x | 7.1% | 2.3% | 53.3% | 25.0% | 12.5% | 17.4% | 2.5% | 208.0x | $20.4B | ||
| SECTOR BENCH | - | - | - | - | - | 16.9x | 6.1x | 11.9% | 3.5% | 55.1% | 17.6% | 10.4% | 4.0% | 1.5% | 1.0x | - | REF |
NISOURCE INC. (NI) receives a "Reduce" rating with a composite score of 46.9/100. It ranks #2508 out of 7,333 stocks in our coverage universe and carries a 2-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
Lloyd M. Yates
Chief Executive Officer
Labor Force
7,120
23
26
86
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for NI
In-line with peers — no strong momentum signal
Expensive relative to fundamentals — limited margin of safety
Weak fundamentals — higher risk of value trap
Low volatility — smoother ride and historically better risk-adjusted returns
Aggressive spending — empire-building risk, dilutive growth
Mid-range overall rating
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Relative valuation derived from Transportation, Communications, Electric, Gas, And Sanitary Services 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 NI.
View All RatingsMaterial decline in asset turnover efficiency detected
High margin volatility — erratic forensic earnings quality
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 23 | 9 | +14ALPHA |
| MOMENTUM | 51 | 53 | -2NEUTRAL |
| VALUATION | 25 | 16 | +9ALPHA |
| INVESTMENT | 26 | 14 | +12ALPHA |
| STABILITY | 86 | 88 | -2NEUTRAL |
| SHORT INT | 80 | 90 | -10DRAG |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROIC 10.3% vs WACC 6.1% (spread +4.2%)
GM 53% vs sector 55%, OM 25% vs sector 18%
Capital turnover 0.42x
Rev growth 17%, 10yr history
Interest coverage 10.2x, Net debt/EBITDA 8.5x
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.
NISOURCE INC. receives a Reduce rating from our analysis, with a composite score of 46.9/100 and 2 out of 5 stars, ranking #2508 out of 7,333 stocks. NI's factor profile shows weakness across multiple dimensions, suggesting the stock may underperform going forward. Existing holders may want to consider trimming positions or tightening stop-losses.
NISOURCE INC. registers a weak quality score of just 23/100, indicating significant profitability challenges. The company reports a return on equity of 7.1% (sector avg: 11.9%), gross margins of 53.3% (sector avg: 55.1%), net margins of 12.5% (sector avg: 10.4%). Low quality scores are often associated with businesses in turnaround mode, early-stage growth, or structurally challenged industries.
NI registers a value score of just 25/100, suggesting the stock trades at a significant premium to its fundamental metrics. Key valuation metrics include a P/E ratio of 26.40x, an EV/EBITDA of 11.83x, a P/B ratio of 1.88x. High-premium valuations like this require strong future execution to avoid multiple compression, and downside risk is elevated if growth disappoints.
NISOURCE INC.'s investment score of 26/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 17.4% vs. a sector average of 4.0% and a return on assets of 2.3% (sector: 3.5%). While this can be positive for mature, cash-generative businesses returning capital to shareholders, it may also signal a lack of growth opportunities or management conservatism.
NI demonstrates moderate momentum with a score of 51/100, suggesting a neutral price trend without strong directional conviction. Revenue growth stands at 17.4% year-over-year, while a beta of 0.38 reflects its sensitivity to broader market moves. Moderate momentum may indicate the stock is consolidating or transitioning between trends, warranting close monitoring of upcoming catalysts.
NISOURCE INC. earns an excellent stability score of 86/100, reflecting low price volatility and a conservatively managed balance sheet. Key stability metrics include a beta of 0.38 and a debt-to-equity ratio of 208.00x (sector avg: 1.0x). Stocks with this level of stability tend to act as portfolio anchors, providing downside protection during market corrections while still participating in broad market advances.
NI's short interest factor score of 80/100 indicates very low short selling activity relative to peers — a positive signal suggesting institutional investors see limited near-term downside. Specific risk factors include elevated leverage (D/E: 208.00x). As a large-cap company with a market capitalization of $20.4B, NISOURCE INC. benefits from the generally lower volatility and deeper liquidity associated with its size class.
NI pays a solid dividend yield of 2.5%, contributing an income component to total returns. This compares to a sector average dividend yield of 1.5%. This moderate yield suggests a balance between returning capital to shareholders and retaining earnings for reinvestment — a common profile among quality compounders.
NISOURCE INC. is a large-cap company in the Transportation, Communications, Electric, Gas, And Sanitary Services sector, ranked #0 of 50 in its sector (100th percentile) and #2508 of 7,333 overall (66th percentile). Key comparisons include ROE of 7.1% trailing the 11.9% sector median and operating margins of 25.0% above the 17.6% sector average. This top-quartile standing reflects exceptional competitive strength relative to Transportation, Communications, Electric, Gas, And Sanitary Services peers.
While NI currently exhibits a REDUCE profile, superior opportunities exist within the TRANSPORTATION, COMMUNICATIONS, ELECTRIC, GAS, AND SANITARY SERVICES sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
View Top Transportation, Communications, Electric, Gas, And Sanitary Services Alpha →Quant Factor Profile
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Improvement in Quality (23) would have the largest impact on the composite score.
EV/EBITDA 94% ABOVE SECTOR MEDIAN
ROE 40% BELOW SECTOR MEDIAN
Gross Margin IN LINE WITH SECTOR BENCHMARKS
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate NISOURCE INC. (NI) as a Reduce with a composite score of 46.9/100 at a current price of $46.42. The quantitative profile shows weakness across multiple dimensions, suggesting limited upside potential and elevated risk of underperformance relative to peers over the next 12 months.
The rating is primarily driven by strength in stability (86th percentile) and momentum (51th percentile), which together account for the majority of the composite score. Offsetting weakness in quality (23th percentile) and value (25th percentile) tempers our overall conviction. We assign a Narrow Moat rating (40/100), High uncertainty, and Poor capital allocation.
Key items to watch: balance sheet deleveraging progress; valuation compression risk if growth disappoints. 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.
NISOURCE INC. holds a top-quartile position (#0 of 50) within the Transportation, Communications, Electric, Gas, And Sanitary Services sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 46.9/100 places it at rank #2508 in our full 7,333-stock universe. With a $20.4B market capitalization, NISOURCE INC. operates at meaningful scale within the Transportation, Communications, Electric, Gas, And Sanitary Services sector, providing competitive advantages in distribution, procurement, and customer reach.
Revenue is growing at 17%, though momentum at the 51th 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 53% (-1.9pp vs sector) narrow to operating margins of 25% (+7.5pp vs sector) and net margins of 12.5%, yielding a gross-to-net conversion rate of 23%. This conversion rate is typical for the sector, suggesting a standard cost structure without notable efficiency advantages or disadvantages.
At a current price of $46.42, NISOURCE INC. is trading at a premium to fundamental value. Our value factor score of 25/100 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. The premium valuation implies the market is pricing in significant future growth or quality improvements that are not yet fully reflected in current fundamentals.
The stock currently trades at a P/E of 26.4x (a 56% premium to the sector median of 16.9x), EV/EBITDA of 11.8x (at a premium), P/B of 1.9x, P/S of 3.8x. 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.
Gross margins of 53% signal strong pricing power and brand/IP advantages — businesses with margins above 40% have historically demonstrated more resilient earnings through economic cycles.
Revenue growth of 17% confirms the business is expanding its addressable market — growth at this level typically supports multiple expansion and attracts institutional capital.
A 2.55% dividend yield provides income while you wait, and dividends historically account for a significant portion of total equity returns.
The Reduce rating (composite 46.9/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
Elevated leverage (208% D/E) amplifies downside risk and limits management's financial flexibility in adverse scenarios.
We assign a High uncertainty rating to NISOURCE INC.. Key risk factors include significant leverage (208% debt-to-equity), weak quality scores (23th percentile), low beta of 0.38 — while defensive, this may indicate limited upside participation in bull markets. The wide range of potential outcomes widens our fair value estimate and increases the possibility of permanent capital impairment. Investors considering this name should size positions accordingly and demand a meaningful margin of safety before initiating.
Specific risk factors that inform our assessment include: significant leverage (208% debt-to-equity); weak quality scores (23th percentile); low beta of 0.38 — while defensive, this may indicate limited upside participation in bull markets. 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 86th percentile and quality factor at the 23th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 53% provide a buffer against cost pressures; above-average stability (86th percentile) suggests predictable business dynamics; a 2.55% dividend yield anchors total return. These factors partially offset the identified risks and provide downside protection in adverse scenarios. On balance, the risk-reward profile warrants caution and disciplined position management.
We rate NISOURCE INC.'s capital allocation as Poor. Key concerns include elevated leverage (208% D/E). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — NISOURCE INC. 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, NISOURCE INC. receives a Reduce rating with a composite score of 46.9/100 (rank #2508 of 7,333). Our quantitative framework assigns a Narrow Moat (40/100, trend: stable), High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 42/100.
Our analysis does not support a constructive view on NISOURCE INC. at this time. The combination of the current quantitative profile, high 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 NISOURCE INC. a Narrow Moat rating with a composite moat score of 40/100. The ROIC-WACC spread of +4.2% is the primary signal of economic value creation. The company possesses identifiable competitive advantages, though they are less entrenched than those of wide-moat peers. Our analysis indicates that NISOURCE INC. can sustain above-average returns on invested capital for at least 10 years, with the strongest contributor being margin superiority at 12.6/20.
The strongest moat sources are margin superiority (12.6/20) and growth durability (11.6/20). GM 53% vs sector 55%, OM 25% vs sector 18%. Rev growth 17%, 10yr history. These pillars form the core of NISOURCE INC.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include reinvestment efficiency (0/20) and economic value creation (6.5/20). Capital turnover 0.42x. 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 NISOURCE INC.'s moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include gross margins of 53% providing a solid profitability foundation, operating margins of 25% reflecting effective cost management, robust top-line growth of 17% expanding the revenue base. The margin cascade from 53% gross to 25% operating to 12.5% 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 23th percentile.
The margin profile shows gross margins of 53%, operating margins of 25%, net margins of 12.5%. Return metrics include ROE of 7.1% and ROA of 2.3%. Relative to the Transportation, Communications, Electric, Gas, And Sanitary Services sector, gross margins are 1.9 percentage points below the sector median of 55%, and ROE of 7.1% compares to a sector median of 11.9%.
The balance sheet reflects high leverage with D/E of 208%, which may limit financial flexibility, a dividend yield of 2.55%, revenue growth of 17%. The sector median D/E is 1%, putting NISOURCE INC. 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.
Below-average quality (23th percentile) raises durability concerns about the fundamental profile and increases the risk of negative earnings surprises.
Elevated short interest (80th percentile) indicates that sophisticated market participants are betting against the stock.
Above 50MA
37.18%
Net New Highs
+51081

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