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NBIS vs RUM
Which Stock Would AI Choose? Nebius Group (NBIS) vs. Rumble (RUM) Stock Comparison
Key Takeaways
- NBIS is an AI-infrastructure (neocloud) operator with sharply accelerating revenue and a multi-billion-dollar anchor contract with Microsoft.
- RUM is a video-platform company pivoting into AI data centers, highlighted by a reported $13.7 billion, six-year computing agreement with Anthropic.
- Both names have been highly volatile in recent weeks, reacting to data-center regulation concerns, customer scrutiny, and shifting AI-sector sentiment.
- Tickeron AI Verdict: NBIS is the favored ticker of the two, reflecting a more established revenue base and comparatively more consistent trend structure.
- Explore deeper coverage on NBIS Major News and NBIS Today's Price Move, as well as RUM Major News and RUM Today's Price Move.
- Discover curated AI trading strategies on the Trending AI Robots page.
Introduction
Investors comparing NBIS and RUM are weighing two very different routes into the same broad theme: artificial-intelligence computing infrastructure. Nebius Group operates full-stack AI infrastructure, while Rumble is best known as a video platform that has aggressively pivoted toward AI data centers. Both stocks have drawn attention for rapid revenue growth and equally rapid price swings. This stock comparison is most relevant to growth-oriented traders and investors evaluating relative performance, market positioning, and risk across an emerging AI-infrastructure sector that remains sensitive to headlines about regulation, financing, and customer concentration.
NBIS Overview and Recent Performance
Nebius Group N.V. (NBIS) builds full-stack infrastructure for the AI industry, including large-scale GPU (graphics processing unit) clusters, cloud platforms, and developer tools. The company was carved out from the former Yandex and now operates data centers across the United States and Europe. In recent quarters, revenue has expanded at a triple-digit pace, supported by a multiyear computing agreement with Microsoft reported to be worth roughly $17 billion to $19 billion.
Despite that growth, the stock has been volatile in recent weeks. Shares pulled back sharply amid U.S. midterm-election-driven concerns about data-center regulation and reports that Microsoft is tightening oversight of certain neocloud (AI-cloud) projects. NBIS remains well below its 52-week high, and its valuation multiple has compressed relative to its longer-term average, reflecting investor caution about the heavy capital spending required to build capacity before revenue is realized.
RUM Overview and Recent Performance
Rumble Inc., now operating as RUM Group (RUM), is a video and media platform known for hosting independent and politically conservative content, including Truth Social. In recent months the company has undergone a major strategic shift, acquiring German AI-cloud provider Northern Data and launching Quake AI, its AI-infrastructure unit.
The centerpiece of this pivot is a reported $13.7 billion, six-year computing-services agreement with Anthropic tied to a data center under construction in Maysville, Georgia. The announcement triggered sharp short-term gains, but the shares have since pulled back as investors weighed execution risk, high short interest, and potential dilution from warrants granted as part of the deal. RUM remains a loss-making, comparatively small-cap name whose price moves have been frequent and large, reflecting genuine uncertainty about the transformation's financing and timeline.
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Head-to-Head Comparison
The two companies differ sharply in business model, scale, and risk profile. NBIS is a dedicated AI-infrastructure operator with an established customer base, a far larger market capitalization, and revenue that is already scaling rapidly. Its primary risks include heavy capital expenditure, financing needs, and sensitivity to data-center regulation and client concentration. RUM is a media platform transitioning into infrastructure, with a much smaller revenue base, persistent losses, and high short interest, though its Anthropic agreement offers a large potential catalyst. In terms of sector exposure, both sit within communication services but carry distinct momentum profiles: NBIS trades on sustained AI-cloud demand, while RUM trades more on the credibility of a single transformative contract.
Tickeron AI Verdict
Based on observable factors including trend consistency, revenue trajectory, and relative positioning, Tickeron's AI would currently favor NBIS over RUM. Nebius Group offers a more established, diversified AI-infrastructure business with demonstrated triple-digit revenue growth and a larger, more liquid market footprint, which tends to produce a more stable trend structure. RUM carries meaningful upside potential from its Anthropic contract but also greater execution, financing, and dilution risk that can translate into choppier price behavior. This reflects a probabilistic assessment rather than a definitive prediction.
Disclaimer
The information on this webpage is provided for general informational and educational purposes only and is not intended as investment advice, a recommendation to purchase or sell any security, or an offer or solicitation related to investments. It does not consider your personal financial situation, goals, or risk profile, and all investing carries inherent risks, including the possibility of losing your entire investment. For more details, please review our full disclaimer.
To compare these two companies we present long-term analysis, their fundamental ratings and make comparative short-term technical analysis which are presented below. The conclusion is NBIS is a Hold and RUM is a Hold.
NBIS's RSI Indicator recovers from oversold territory
The RSI Indicator for NBIS moved out of oversold territory on November 06, 2026. This could be a sign that the stock is shifting from a downward trend to an upward trend. Traders may want to buy the stock or call options. The A.I.dvisor looked at 9 similar instances when the indicator left oversold territory. In 9 of the 9 cases the stock moved higher. This puts the odds of a move higher at 90%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The Stochastic Oscillator suggests the stock price trend may be in a reversal from a downward trend to an upward trend. 25 of 25 cases where NBIS's Stochastic Oscillator exited the oversold zone resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 90%.
Following a +17.51% 3-day Advance, the price is estimated to grow further. Considering data from situations where NBIS advanced for three days, in 122 of 134 cases, the price rose further within the following month. The odds of a continued upward trend are 90%.
NBIS may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
Bearish Trend Analysis
The Momentum Indicator moved below the 0 level on October 08, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on NBIS as a result. In 30 of 36 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 83%.
The Moving Average Convergence Divergence Histogram (MACD) for NBIS turned negative on November 13, 2026. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 25 similar instances when the indicator turned negative. In 21 of the 25 cases the stock turned lower in the days that followed. This puts the odds of success at 84%.
NBIS moved below its 50-day moving average on October 08, 2026 date and that indicates a change from an upward trend to a downward trend.
The 10-day moving average for NBIS crossed bearishly below the 50-day moving average on October 14, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 7 of 7 past instances when the 10-day crossed below the 50-day, the stock continued to move higher over the following month. The odds of a continued downward trend are 90%.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where NBIS declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 82%.
The Aroon Indicator for NBIS entered a downward trend on November 13, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.
Fundamental Analysis (Ratings)
The Tickeron Valuation Rating of 2 (best 1 - 100 worst) indicates that the company is seriously undervalued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (3.405) is normal, around the industry mean (0.974). NBIS's P/E Ratio (-3237.250) is considerably lower than the industry average of (-39.046). Projected Growth (PEG Ratio) (0.543) is also within normal values, averaging (17.274). Dividend Yield (0.000) settles around the average of (0.979) among similar stocks. P/S Ratio (42.735) is also within normal values, averaging (71.888).
The Tickeron Price Growth Rating for this company is 65 (best 1 - 100 worst), indicating fairly steady price growth. NBIS’s price grows at a lower rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron Profit vs. Risk Rating rating for this company is 77 (best 1 - 100 worst), indicating that the returns do not compensate for the risks. NBIS’s unstable profits reported over time resulted in significant Drawdowns within these last five years. A stable profit reduces stock drawdown and volatility. The average Profit vs. Risk Rating rating for the industry is 94, placing this stock better than average.
The Tickeron SMR rating for this company is 90 (best 1 - 100 worst), indicating weak sales and an unprofitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron PE Growth Rating for this company is 100 (best 1 - 100 worst), pointing to worse than average earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
Momentum Indicator for RUM turns positive, indicating new upward trend
RUM saw its Momentum Indicator move above the 0 level on November 11, 2026. This is an indication that the stock could be shifting in to a new upward move. Traders may want to consider buying the stock or buying call options. Tickeron's A.I.dvisor looked at 91 similar instances where the indicator turned positive. In 78 of the 91 cases, the stock moved higher in the following days. The odds of a move higher are at 86%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The RSI Indicator points to a transition from a downward trend to an upward trend -- in cases where RUM's RSI Indicator exited the oversold zone, 24 of 30 resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 80%.
The Moving Average Convergence Divergence (MACD) for RUM just turned positive on November 09, 2026. Looking at past instances where RUM's MACD turned positive, the stock continued to rise in 29 of 39 cases over the following month. The odds of a continued upward trend are 74%.
Following a +17.32% 3-day Advance, the price is estimated to grow further. Considering data from situations where RUM advanced for three days, in 164 of 228 cases, the price rose further within the following month. The odds of a continued upward trend are 72%.
RUM may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
Bearish Trend Analysis
The Stochastic Oscillator has been in the overbought zone for 1 day. Expect a price pull-back in the near future.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where RUM declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 81%.
The Aroon Indicator for RUM entered a downward trend on November 13, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.
Fundamental Analysis (Ratings)
The Tickeron PE Growth Rating for this company is 24 (best 1 - 100 worst), pointing to outstanding earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron Valuation Rating of 27 (best 1 - 100 worst) indicates that the company is slightly undervalued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (1.823) is normal, around the industry mean (0.974). P/E Ratio (-8.331) is within average values for comparable stocks, (-39.046). Projected Growth (PEG Ratio) (0.000) is also within normal values, averaging (17.274). Dividend Yield (0.000) settles around the average of (0.979) among similar stocks. P/S Ratio (15.244) is also within normal values, averaging (71.888).
The Tickeron Price Growth Rating for this company is 74 (best 1 - 100 worst), indicating slightly worse than average price growth. RUM’s price grows at a lower rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron SMR rating for this company is 95 (best 1 - 100 worst), indicating weak sales and an unprofitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron Profit vs. Risk Rating rating for this company is 100 (best 1 - 100 worst), indicating that the returns do not compensate for the risks. RUM’s unstable profits reported over time resulted in significant Drawdowns within these last five years. A stable profit reduces stock drawdown and volatility. The average Profit vs. Risk Rating rating for the industry is 94, placing this stock worse than average.
NBIS | ||
|---|---|---|
OUTLOOK RATING 1..100 | 73 | |
VALUATION overvalued / fair valued / undervalued 1..100 | 2 Undervalued | |
PROFIT vs RISK RATING 1..100 | 77 | |
SMR RATING 1..100 | 90 | |
PRICE GROWTH RATING 1..100 | 65 | |
P/E GROWTH RATING 1..100 | 100 | |
SEASONALITY SCORE 1..100 | 50 |
Tickeron ratings are formulated such that a rating of 1 designates the most successful stocks in a given industry, while a rating of 100 points to the least successful stocks for that industry.
| NBIS | RUM | |
|---|---|---|
| RSI ODDS (%) | 1 day ago 90% | 1 day ago 80% |
| Stochastic ODDS (%) | 1 day ago 90% | 1 day ago 86% |
| Momentum ODDS (%) | 6 days ago 83% | 1 day ago 86% |
| MACD ODDS (%) | 1 day ago 84% | 1 day ago 74% |
| TrendWeek ODDS (%) | 1 day ago 82% | 1 day ago 78% |
| TrendMonth ODDS (%) | 1 day ago 86% | 1 day ago 81% |
| Advances ODDS (%) | 6 days ago 90% | 4 days ago 72% |
| Declines ODDS (%) | 1 day ago 82% | 10 days ago 81% |
| BollingerBands ODDS (%) | 1 day ago 88% | 1 day ago 76% |
| Aroon ODDS (%) | 1 day ago 90% | 1 day ago 75% |
Long-Term Analysis
It is best to consider a long-term outlook for a ticker by using Fundamental Analysis (FA) ratings. The rating of 1 to 100, where 1 is best and 100 is worst, is divided into thirds. The first third (a green rating of 1-33) indicates that the ticker is undervalued; the second third (a grey number between 34 and 66) means that the ticker is valued fairly; and the last third (red number of 67 to 100) reflects that the ticker is overvalued. We use an FA Score to show how many ratings show the ticker to be undervalued (green) or overvalued (red).
NBIS’s FA Score shows that 1 FA rating(s) are green while RUM’s FA Score has 2 green FA rating(s).
- NBIS’s FA Score: 1 green, 4 red.
- RUM’s FA Score: 2 green, 3 red.
Short-Term Analysis
It is best to consider a short-term outlook for a ticker by using Technical Analysis (TA) indicators. We use Odds of Success as the percentage of outcomes which confirm successful trade signals in the past.
If the Odds of Success (the likelihood of the continuation of a trend) for each indicator are greater than 50%, then the generated signal is confirmed. A green percentage from 90% to 51% indicates that the ticker is in a bullish trend. A red percentage from 90% - 51% indicates that the ticker is in a bearish trend. All grey percentages are below 50% and are considered not to confirm the trend signal.
NBIS’s TA Score shows that 4 TA indicator(s) are bullish while RUM’s TA Score has 5 bullish TA indicator(s).
- NBIS’s TA Score: 4 bullish, 6 bearish.
- RUM’s TA Score: 5 bullish, 3 bearish.
Price Growth
NBIS (@Internet Software/Services) experienced а -10.51% price change this week, while RUM (@Internet Software/Services) price change was +17.40% for the same time period.
The average weekly price growth across all stocks in the @Internet Software/Services industry was +2.08%. For the same industry, the average monthly price growth was -2.77%, and the average quarterly price growth was -13.39%.
Reported Earning Dates
NBIS is expected to report earnings on Feb 16, 2027.
RUM is expected to report earnings on Mar 31, 2027.
Industries' Descriptions
@Internet Software/Services (+2.08% weekly)Companies in this industry typically license software on a subscription basis and it is centrally hosted. Such products usually go by the names web-based software, on-demand software and hosted software. Cloud computing has emerged as a major force in this space, making it possible to save files to a remote database (without requiring them to be saved on local storage device); as long as a device has access to the web, it can access the data and the software programs to run it. This has in many cases facilitated cost efficiency, speed and security of data for businesses and consumers. Alphabet Inc., Facebook, Inc. and Yahoo! Inc. are some well-known names in the internet software/services industry.
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NBIS and
Correlation & Price change
A.I.dvisor indicates that over the last year, NBIS has been loosely correlated with RUM. These tickers have moved in lockstep 43% of the time. This A.I.-generated data suggests there is some statistical probability that if NBIS jumps, then RUM could also see price increases.
| Ticker / NAME | Correlation To NBIS | 1D Price Change % | ||
|---|---|---|---|---|
| NBIS | 100% | -9.92% | ||
| RUM - NBIS | 43% Loosely correlated | +1.05% | ||
| UPXI - NBIS | 34% Loosely correlated | +0.66% | ||
| SEAT - NBIS | 29% Poorly correlated | +11.20% | ||
| BIDU - NBIS | 28% Poorly correlated | +0.66% | ||
| OPRA - NBIS | 28% Poorly correlated | +1.09% | ||
More | ||||
RUM and
Correlation & Price change
A.I.dvisor indicates that over the last year, RUM has been loosely correlated with NBIS. These tickers have moved in lockstep 44% of the time. This A.I.-generated data suggests there is some statistical probability that if RUM jumps, then NBIS could also see price increases.
| Ticker / NAME | Correlation To RUM | 1D Price Change % | ||
|---|---|---|---|---|
| RUM | 100% | +1.05% | ||
| NBIS - RUM | 44% Loosely correlated | -9.92% | ||
| UPXI - RUM | 44% Loosely correlated | +0.66% | ||
| DJT - RUM | 41% Loosely correlated | -6.64% | ||
| BTDR - RUM | 40% Loosely correlated | -8.65% | ||
| SNAP - RUM | 38% Loosely correlated | +0.77% | ||
More | ||||
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