Rumble’s AI infrastructure pivot: $13.7 billion GPU deal and the path to profitability

Rumble, originally a video platform, has shifted its focus to AI infrastructure. The company has signed a $13.7 billion GPU services deal with its Quake AI cloud unit, a six-year agreement spanning three tranches. RUM's stock surged 64% the following month, reaching a 52-week high of $10.54 before falling to $9.37 at the time of reporting. Despite the deal, the company continues to operate with negative gross margins and a market cap of $4 billion, raising questions about its ability to generate revenue.

RUM is investing heavily in data center infrastructure to lease GPU compute to AI workloads. The newly branded RUM Group and Quake AI cloud unit will build and lease the necessary facilities, with the company currently operating 22,000 Hopper-generation GPUs. Utilization has increased from below 20% to over 83%, suggesting that the infrastructure business is beginning to show economic viability.

Gross margins have improved from -80.5% to -6.7% over the past two years, indicating progress in making the infrastructure business financially sustainable.

However, there are significant risks to consider. Tether, a stablecoin giant, owns about 50% of RUM Group, introducing potential governance concerns for institutional investors. The company's current valuation is much lower than its peers in the AI compute space, such as Nebius, CoreWeave, and IREN, trading at around 1x enterprise value to revenue compared to 3.5x for competitors.

If the market re-rates RUM's valuation to reflect its AI infrastructure potential, the stock could see a threefold increase. A positive scenario includes the successful execution of the $13.7B deal, the availability of 250 MW of unmonetized grid-connected power, and the company's ability to achieve a $3 billion+ annual run rate.

However, the company's negative gross margins, the 50.8 million share warrant issued at $0.01, and Tether's significant 50% stake all introduce substantial risks and dilution.