Ready to Rumble: Anthropic Rings the AI Bell

Jeffrey Neal Johnson, MarketBeat

Tue, September 15, 2026 at 6:40 PM GMT+3 6 min read

Key Points

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Rumble signed a six-year, $13.7 billion hosting and compute deal with Anthropic, shifting its business toward enterprise AI infrastructure.
Shares of Rumble rose 11.6% on heavy volume while competitors CoreWeave and Nebius fell, as investors rotated capital toward the new contract.
Execution risks remain, including unfinanced construction costs for a 250MW Georgia facility and potential dilution from warrants tied to Anthropic's expansion.

When investors assess artificial intelligence infrastructure, established hyperscalers like Amazon.com Inc. (NASDAQ: AMZN) or specialized operators like CoreWeave (NASDAQ: CRWV) usually dominate the discussion. However, one of the most intriguing transformations across the technology sector is actually emerging from an unexpected corner of digital media.

Rumble Inc. (NASDAQ: RUM) is executing a structural transition, shifting from an alternative video-sharing network into an enterprise compute supplier. Confirmation of a six-year, $13.7 billion hosting and compute agreement with AI research lab Anthropic has shifted Rumble's operational trajectory.

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This commercial agreement secures multi-year revenue visibility, decoupling Rumble's cash flows from cyclical digital advertising budgets and anchoring them to high-performance computing (HPC). For a business with trailing 12-month sales of about $100.62 million, a multi-billion-dollar backlog recalibrates valuation expectations. Physical infrastructure delivery creates real operational demands, but the arrangement shows how power-ready facilities can help bridge the current data center capacity shortage.

The $13.7B Heavyweight Deal

Under the contract, Rumble will supply Anthropic with dedicated AI hosting and computing infrastructure over six years. The agreement represents approximately $2.28 billion in contracted annual revenue. To put that figure in context, the total contract value stands at more than triple Rumble's market capitalization of about $3.8 billion in mid-September 2026.

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The announcement prompted immediate movement across the rented-compute ecosystem. Shares of competitors CoreWeave and Nebius Group (NASDAQ: NBIS) each dropped by roughly 5%-7% on Sept. 14 as details of the arrangement surfaced. Capital rotated toward Rumble, which closed up 11.6% at $8.58 per share, with trading volume topping 25 million shares, well above its 30-day average of about 3.93 million shares.

Compute customers face tight capacity limits among legacy cloud operators. By locking in dedicated access to electrical power and server racks, Anthropic secures an independent deployment corridor to train advanced models. For Rumble, the transaction serves as third-party validation that its compute division can compete for top-tier institutional workloads.

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Heavy Lifting: 22,000 GPUs Build a New Compute Grid

Rumble's entry into infrastructure hardware mirrors steps taken across other power-heavy sectors. In recent quarters, operators ranging from cryptocurrency miners to regional industrial sites have repurposed electrical substations and cooling infrastructure to capture rising demand for AI server clusters. Rumble sped up its transition by planning to acquire German computing operator Northern Data AG in late 2025.

In September 2026, Rumble expanded its ownership of Northern Data to approximately 98% through a share exchange with strategic backer Tether (USDT), initiating squeeze-out proceedings to take 100% control. This integration brought in an active fleet of roughly 22,000 GPUs from NVIDIA (NASDAQ: NVDA), including H100 and H200 systems across nine operational data centers.

Rumble organized its structure into two operating units: the consumer video-sharing application and Quake AI, its cloud infrastructure arm. Quake AI delivered early financial traction, generating $10.1 million in revenue during its first 13 days of operation in the second quarter of 2026. Management has targeted an annual run rate of $3 billion for the unit over the long term, positioning Quake AI as a dedicated compute provider.

Anthropic's workloads will center on a 250-megawatt (MW) campus currently under construction in Maysville, Georgia. The facility plans to open an initial phase delivering between 120MW and 180MW of capacity supported by liquid-cooled infrastructure.

A Squeeze in the Ring: 19.7% Short Float Meets New Math

Sell-side analyst models have historically evaluated Rumble through the lens of a small-cap social media platform. Consensus coverage on Wall Street has tilted toward a Sell rating, weighed down by operating losses and an advertising market sensitive to wider economic cycles. Rumble recorded a net loss of $81.83 million over the trailing 12 months, with a quarterly net loss of 28 cents per share in the second quarter of 2026.

Measured against trailing annual sales of $100.62 million, Rumble traded at a trailing price-to-sales multiple of around 33.7x. Incorporating the Anthropic backlog changes that mathematical baseline. The agreement introduces approximately $2.28 billion in annualized contracted revenue, reducing the forward price-to-contracted-sales multiple to under 1.8x.

This shift in valuation fundamentals arrives alongside high levels of pessimistic market positioning. Short interest has decreased substantially in the past few days but remains at about 21.7 million shares, representing about 8% of the publicly traded float. The days-to-cover ratio sits at around 5 days, leaving short sellers with limited exit liquidity. As institutional investors digest the pivot from speculative video streaming to contracted data center capacity, short covering could add steady upward momentum to trading volume.

Going the Distance: Key Checkpoints for Patient Investors

The contract's overall scope is substantial, but investors need to balance commercial potential against execution requirements. Building and outfitting a 250MW high-density facility requires considerable capital. Industry estimates indicate a project of this scale could require between $6.4 billion and $10.25 billion in total capital expenditures. In public filings, Rumble stated that it does not have fully committed financing for the entire buildout, pointing to potential reliance on debt facilities, customer prepayments, or partner-assisted financing arrangements.

Dilution is another detail to consider. The agreement provides Anthropic with a 10-year warrant package covering up to 50.8 million shares at an exercise price of 1 cent per share. The warrants vest in two equal tranches: the first 25.4 million shares align with server installations at the Maysville site, while the remaining 25.4 million shares unlock only if Anthropic contracts an additional 400MW to 500MW across a second location. This framework ties equity dilution directly to operational expansion, though it implies an eventual share count increase of roughly 10.3%.

Site construction schedules represent another key variable. The Maysville location is still under development and has not yet energized commercial hardware. Securing power hookups, transformer deliveries, and cooling hardware on schedule remains necessary to avoid operational bottlenecks.

Investors watching Rumble Inc. may find it helpful to evaluate the business through the lens of an emerging utility supplier rather than an ad-dependent media network. Tracking upcoming quarterly earnings releases for updates on site construction progress, capital expenditure funding terms, and institutional accumulation can help investors gauge how effectively management converts this $13.7 billion agreement into recurring operating cash flow.

The article "Ready to Rumble: Anthropic Rings the AI Bell" was originally published by MarketBeat.

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