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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#993
Positioning
Market Dominance
Services
Computer Software
$167M
Marshall Chesrown
RumbleON, Inc. operates a technology-based omnichannel platform to aggregate and distribute pre-owned vehicles in North America. It operates through three segments: Powersports, Automotive, and Vehicle Logistics. RumbleON was incorporated in 2013 and is based in Irving, Texas.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = RDNW 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$YALA Yalla Group Ltd | 75 | 89 | 99 | 80 | - | - | 21.3% | 18.6% | 64.5% | 35.7% | 39.5% | 6.5% | 0.0% | 0.0x | $644M | VS | |
$GRVY GRAVITY Co., Ltd. | 75 | 82 | 96 | 71 | - | - | 15.4% | 12.6% | 38.7% | 17.1% | 17.0% | -39.7% | 0.0% | 0.0x | $439M | VS | |
$ISSC INNOVATIVE SOLUTIONS & SUPPORT INC | 73 | 81 | 88 | 94 | 25.0x | 14.1x | 28.1% | 16.8% | 48.1% | 23.8% | 18.5% | 78.6% | 0.0% | 37.0x | $220M | VS | |
$AER AerCap Holdings N.V. | 72 | 60 | 87 | 84 | - | - | 12.4% | 2.9% | 100.0% | 28.2% | 26.2% | 5.5% | 0.8% | 264.0x | $19.4B | VS | |
$HCSG HEALTHCARE SERVICES GROUP INC | 72 | 74 | 88 | 88 | 7.1x | 6.1x | 28.9% | 20.8% | 20.8% | 9.9% | 9.3% | 8.5% | 0.0% | 1.0x | $1.2B | VS | |
$LQDT LIQUIDITY SERVICES INC | 72 | 90 | 88 | 68 | 24.9x | 14.3x | 14.6% | 7.8% | 43.8% | 7.4% | 5.9% | 31.2% | 0.0% | 0.0x | $857M | VS | |
$TRTNpA Triton International Ltd | 71 | 70 | 89 | 70 | - | 1.7x | 18.0% | 4.6% | 97.3% | 52.2% | 32.7% | -3.4% | 0.0% | 271.0x | $8.0B | VS | |
$EDU New Oriental Education & Technology Group Inc. | 71 | 83 | 52 | 77 | - | - | 9.4% | 4.9% | 55.5% | 8.7% | 7.7% | 13.6% | 1.3% | 7.0x | $78.0B | VS | |
$NTES NetEase, Inc. | 71 | 88 | 93 | 68 | - | - | 22.1% | 15.6% | 62.5% | 28.1% | 28.7% | -1.0% | 2.8% | 9.0x | $56.6B | VS | |
$UTI UNIVERSAL TECHNICAL INSTITUTE INC | 70 | 86 | 86 | 72 | 43.2x | 16.0x | 21.4% | 8.0% | 100.0% | 10.0% | 7.5% | 14.1% | 0.0% | 27.0x | $1.8B | VS | |
$RDNW RumbleOn, Inc. | 57 | 45 | 70 | 88 | - | 27.3x | 39.2% | -8.2% | 26.9% | 0.1% | -5.0% | -16.6% | 0.0% | - | $167M | ||
| SECTOR BENCH | - | - | - | - | - | 23.7x | 11.7x | 5.3% | 1.9% | 59.6% | 3.5% | 2.3% | 7.8% | 0.0% | 0.3x | - | REF |
RumbleOn, Inc. (RDNW) receives a "Hold" rating with a composite score of 57.3/100. It ranks #993 out of 7,333 stocks in our coverage universe and carries a 3-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
Direct cash return
Marshall Chesrown
Chief Executive Officer
Labor Force
2,020
45
33
24
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for RDNW
Outperforming peers — winners tend to keep winning over 3-12 months
Trading at a discount to fundamentals — favorable entry valuation
Average quality profile
High volatility — wider range of outcomes increases timing risk
Aggressive spending — empire-building risk, dilutive growth
Mid-range overall rating
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Relative valuation derived from Services sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
No analyst ratings for RDNW.
View All RatingsHigh margin volatility — erratic forensic earnings quality
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 45 | 44 | +1NEUTRAL |
| MOMENTUM | 88 | 95 | -7DRAG |
| VALUATION | 70 | 80 | -10DRAG |
| INVESTMENT | 33 | 47 | -14DRAG |
| STABILITY | 24 | 14 | +10ALPHA |
| SHORT INT | 26 | 12 | +14ALPHA |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROIC 4.3% vs WACC 7.7% (spread -3.4%)
GM 27% vs sector 60%, OM 0% vs sector 4%
Capital turnover 1.63x
Rev growth -17%, 10yr history
Interest coverage 0.7x, Net debt/EBITDA 14.8x
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 model assigns RumbleOn, Inc. a Hold rating, with a composite score of 57.3/100 and 3 out of 5 stars. Ranked #993 of 7,333 stocks, RDNW presents a mixed quantitative picture — neither compelling enough to initiate new positions nor weak enough to warrant selling. Investors already holding may consider maintaining their position while monitoring for changes in the factor profile.
With a quality score of 45/100, RDNW shows adequate but unremarkable business quality. The company reports a return on equity of 39.2% (sector avg: 5.3%), gross margins of 26.9% (sector avg: 59.6%), net margins of -5.0% (sector avg: 2.3%). This suggests the company generates acceptable returns but may lack the competitive positioning or operational efficiency to stand out from peers.
RDNW carries a solid value score of 70/100, pointing to an attractively priced stock relative to peers. Key valuation metrics include an EV/EBITDA of 27.31x. This score suggests reasonable compensation for the risks involved, with potential upside if the market recognizes the stock's underlying worth.
RumbleOn, Inc.'s investment score of 33/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of -16.6% vs. a sector average of 7.8% and a return on assets of -8.2% (sector: 1.9%). 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.
RDNW shows strong momentum characteristics with a score of 88/100. The stock has been trending above key moving averages, indicating solid demand from institutional buyers. Revenue growth stands at -16.6% year-over-year, while a beta of 2.01 reflects its sensitivity to broader market moves. This level of momentum typically signals sustained investor confidence and favorable near-term price action.
RumbleOn, Inc. registers a low stability score of 24/100, indicating high volatility and potentially stressed financial conditions. Key stability metrics include a beta of 2.01. Stocks at this level carry elevated capital loss risk and may be unsuitable for conservative portfolios without careful risk management.
RumbleOn, Inc.'s short interest score of 26/100 reveals significant bearish positioning, suggesting institutional investors are actively betting against the stock. Specific risk factors include high market sensitivity (beta: 2.01), micro-cap liquidity risk. At $167M (micro-cap), RDNW carries meaningful risk and is best suited for investors with high risk tolerance who have thoroughly evaluated the bear thesis.
RumbleOn, Inc. is a micro-cap company in the Services sector, ranked #0 of 50 in its sector (100th percentile) and #993 of 7,333 overall (86th percentile). Key comparisons include ROE of 39.2% exceeding the 5.3% sector median and operating margins of 0.1% below the 3.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Services peers.
While RDNW currently exhibits a HOLD profile, superior opportunities exist within the SERVICES sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
View Top Services Alpha →Quant Factor Profile
Key factor gap
Momentum (88) vs Stability (24) — closing this gap could shift the rating.
EV/EBITDA 133% ABOVE SECTOR MEDIAN
ROE 638% ABOVE SECTOR MEDIAN (FAVORABLE)
Gross Margin 55% BELOW SECTOR MEDIAN
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate RumbleOn, Inc. (RDNW) as a Hold with a composite score of 57.3/100 at a current price of $6.36. The stock presents a mixed quantitative picture — neither compelling enough to warrant new accumulation nor weak enough to justify selling for existing holders. Our factors are split, and the overall profile suggests patience is warranted.
The rating is primarily driven by strength in momentum (88th percentile) and value (70th percentile), which together account for the majority of the composite score. Offsetting weakness in stability (24th percentile) and investment (33th percentile) tempers our overall conviction. We assign a No Moat rating (16/100), Very High uncertainty, and Poor capital allocation.
Key items to watch: whether strong momentum is fundamentally supported by revenue trends; the path to profitability. 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.
RumbleOn, Inc. holds a top-quartile position (#0 of 50) within the Services sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 57.3/100 places it at rank #993 in our full 7,333-stock universe. At $167M in market capitalization, RumbleOn, Inc. is a small-cap player in the Services space, which limits certain scale advantages but may allow for more agile strategic execution.
Despite positive momentum (88th percentile), revenue contraction of -17% creates a divergence between price action and fundamental trajectory. This divergence suggests either that the market is looking through near-term weakness or that technical factors are temporarily inflating the stock. Investors should assess whether the revenue decline reflects cyclical weakness or structural challenges.
The margin cascade tells an important story: gross margins of 27% (-32.7pp vs sector) narrow to operating margins of 0% (-3.4pp vs sector) and net margins of -5.0%, yielding a gross-to-net conversion rate of -19%. 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 $6.36, RumbleOn, Inc. is trading near fair value based on current fundamentals. Our value factor score of 70/100 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 EV/EBITDA of 27.3x (at a premium), P/S of 0.2x. We evaluate these multiples in the context of both absolute levels and sector-relative positioning to form our valuation view.
Returns on equity of 39.2% exceed the cost of equity for most companies, indicating genuine shareholder value creation and a reinvestment engine that compounds wealth over time.
A value factor score of 70/100 suggests the market is underpricing these fundamentals, creating a potential margin of safety for new investors.
Positive momentum (88th percentile) indicates institutional accumulation and favorable technical dynamics that tend to persist in the intermediate term.
Revenue decline of -17% signals business deterioration — declining revenues make it difficult to grow into the current valuation and often precede further negative revisions.
Thin net margins of -5.0% provide limited cushion against cost pressures, competitive pricing, or macroeconomic headwinds — even small changes in costs could swing the company to a loss.
We assign a Very High uncertainty rating to RumbleOn, Inc.. The stock exhibits multiple compounding risk factors: elevated market sensitivity (beta of 2.01), current negative profitability (net margin -5.0%), below-average price stability (24th percentile). The extreme uncertainty around future cash flows makes precise valuation difficult, and the range of outcomes is exceptionally wide. Only investors with high risk tolerance and extended time horizons should consider this name.
Specific risk factors that inform our assessment include: elevated market sensitivity (beta of 2.01); current negative profitability (net margin -5.0%); below-average price stability (24th 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 24th percentile and quality factor at the 45th percentile provide a quantitative summary of the overall risk landscape.
We identify limited risk mitigants at this time, which contributes to our very high 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 RumbleOn, Inc.'s capital allocation as Poor. Key concerns include negative profitability, weak asset returns (ROA -8.2%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — RumbleOn, 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, RumbleOn, Inc. receives a Hold rating with a composite score of 57.3/100 (rank #993 of 7,333). Our quantitative framework assigns a No Moat (16/100, trend: stable), Very High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 52/100.
Our analysis supports a neutral stance on RumbleOn, Inc.. While the quantitative profile is not weak enough to warrant selling, it lacks the multi-factor strength required for a buy recommendation. Existing holders should maintain positions and monitor for catalysts — either fundamental improvement or valuation compression — that would shift the risk-reward balance.
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 do not assign RumbleOn, Inc. a meaningful economic moat, scoring 16/100 on our composite assessment. The ROIC-WACC spread of -3.4% is the primary signal of economic value creation. Current fundamentals do not demonstrate the kind of durable competitive advantages — such as superior returns on invested capital, margin superiority, or reinvestment efficiency — that would protect the company from competitive erosion over the long term. The highest-scoring pillar, reinvestment efficiency, reached only 4.5/20.
The strongest moat sources are reinvestment efficiency (4.5/20) and growth durability (3.5/20). Capital turnover 1.63x. Rev growth -17%, 10yr history. These pillars form the core of RumbleOn, Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include economic value creation (2.3/20) and financial resilience (2.3/20). ROIC 4.3% vs WACC 7.7% (spread -3.4%). 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 RumbleOn, Inc.'s moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include declining revenues (-17%) that pressure the earnings outlook, returns on equity of 39.2% driving shareholder value creation. The margin cascade from 27% gross to 0% operating to -5.0% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that profit quality is adequate though not exceptional, with the quality factor at the 45th percentile.
The margin profile shows gross margins of 27%, operating margins of 0%, net margins of -5.0%. Return metrics include ROE of 39.2% and ROA of -8.2%. Relative to the Services sector, gross margins are 32.7 percentage points below the sector median of 60%, and ROE of 39.2% compares to a sector median of 5.3%.
The balance sheet reflects revenue growth of -17%. Overall balance sheet health is adequate for the current business environment.
High beta of 2.01 means amplified losses in market selloffs — in a broad market correction, this stock would likely decline more than the index.
Above 50MA
37.18%
Net New Highs
+51081
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