Mercor Hits $2B Gross Run Rate, Doubling in Six Months

The Deal That Repriced an Asset Class

TeraWulf signed a 20-year, ~$19B lease with Anthropic for a 401MW Kentucky campus — roughly $950M/year of contracted revenue. The stock jumped 14% to $24.05. But the investable signal isn't TeraWulf alone — it's the coordinated 10-14% move across the entire bitcoin-miner cohort in a single session: IREN +13%, Hut 8 +12%, Cipher +11%, Keel +10%. The market re-rated an asset class before lunch.

The same day, TeraWulf sold its $450M Texas mining stake to Fluidstack — as clean a goodbye to crypto as a company can manage. Bloom Energy popped 9% on a separate 15-year Fortune 100 data-center PPA, confirming the thesis extends beyond mining pivots to any entity sitting on interconnected power.

Why This Matters Now

Anthropic is deploying capital at hyperscaler scale while remaining private: $19B Kentucky lease plus a $15B Australian tender. The frontier labs' infrastructure ambitions have outgrown what the cloud alone can supply. The scarce input was never models — it's grid-connected megawatts and shovel-ready sites near cheap power.

The contrast with GPU compute is instructive. Nvidia is now offering neoclouds guaranteed buybacks on unused capacity — setting a price floor for compute while simultaneously signaling demand may not fill supply. Meta's enterprise-cloud pivot, celebrated with a 10% stock pop, is explicitly framed as utilizing potential overbuild. When the monopolist guarantees to buy back its own product, stop paying for scarcity at that layer.

The Risk Framework

Counterparty concentration is the key vulnerability. The miner-pivot cohort's contracted revenue is only as good as Anthropic's balance sheet. McKinsey warns nuclear costs threaten US power ambitions, and interconnection timelines routinely slip. The 20-year duration carries genuine execution risk — construction delivery and sustained compute demand against relentless efficiency gains. Don't comp mechanically; structure for duration risk.

The AI trade's real scarcity isn't compute or models — it's grid-connected power, and the market just repriced every megawatt-holder in a single session.

The Category Is Forming

Mercor hit a $2B+ gross revenue run rate in June — double its pace earlier this year — while remaining free-cash-flow profitable. A three-year-old company that scaled $1M→$500M in 17 months is now compounding past $2B. Its nearest comp, Handshake, crossed $1B. Two independent players at nine-figure-plus scale, both profitable-ish, driven by Fortune 500s fine-tuning their own models rather than renting foundation models wholesale.

The projected TAM is staggering: labs are forecast to spend $100B/year on data by 2030 as high-quality public internet data goes scarce and private datasets become the strategic asset. This is the rare thing an investor gets paid for spotting — a TAM-forming inflection before the category has a consensus name or incumbent.

Why Data Wins Now

Multiple independent signals confirm the bottleneck has shifted:

• Architecture efficiency is squeezing more from less compute — Tencent's Hy3 (295B params, 21B active) matches models 2-5x its size, pushing the constraint onto data quality
• Enterprise adoption lifecycle follows a pattern: frontier closed models for exploration → fine-tuned open-source in production. Decagon already runs 90% on open-source
• Open-weight commoditization erodes model pricing everywhere except reliability — the durable differentiation lives in proprietary training data, not capability

The Mercor Comp

Mercor's $10B valuation set 9 months ago pencils to ~12-16x net revenue (after 60-70% contractor payouts on $2B gross). At 100%+ growth, that looks like a floor, not a ceiling — but the unit economics require scrutiny. This is an expert-marketplace business where the platform's moat is matching quality and network density, not the data itself. The alpha is in sourcing earlier-stage domain-data startups before the category-wide re-rate prices you out — but underwrite net revenue rigorously.

Compute value has been captured — the next Stargate is data, and it's the only whitespace in this cycle still trading below consensus.