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Source document· June 30, 2026

DeepSeek's DSpark Just Made Nvidia's Most Important New Bet Harder to Close

View original at nasdaq.com
DeepSeek's DSpark Just Made Nvidia's Most Important New Bet Harder to Close Key Points Nvidia's GPU business is not in question. What is in question is the incremental hardware layer Nvidia is now trying to sell on top of it…
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  • Consensus Data Center gross margin for fiscal 2027 is projected at 76.3%, slightly below fiscal 2024 and 2025 levels.

    60% confidence
  • The Groq 3 LPX and Vera Rubin NVL72 combination delivers up to 35 times higher inference throughput per megawatt for trillion-parameter models.

    60% confidence
  • The AWS-Cerebras disaggregated inference solution delivers inference an order of magnitude faster than existing GPU-only solutions.

    60% confidence
  • MLA compression reduced KV cache requirements by over 90% across DeepSeek's model generations.

    60% confidence
  • Per-user generation speed improved 60% to 85% on DeepSeek-V4-Flash and 57% to 78% on V4-Pro over the prior baseline.

    60% confidence
  • Confirmed more than $1 trillion in combined Blackwell and Rubin purchase orders through 2027.

    60% confidence
  • DeepSeek-V4-Pro needs roughly 10% of the memory that V3.2 required for million-token conversations.

    60% confidence
  • Stock Advisor's total average return is 902%, a market-crushing outperformance compared to 207% for the S&P 500.

    60% confidence
  • Throughput at a fixed service level improved 51%.

    60% confidence
  • Full-year fiscal 2027 Data Center revenue consensus sits near $343 billion.

    60% confidence

Data points we hold from this source

Stock Advisor · market share902 percent_total_average_return
What we know · the intelligence behind this page
Live from the substrate
What we're seeing
AI Capital Surge Meets Investor Caution: Record Funding Rounds and Government Contracts Amid Valuation Skepticism
A single-week cluster of large AI/fintech funding rounds (Socure, Stability AI, Emerald AI, Generalist AI, Instinct, Gatik, Regent Craft) shows venture capital still pouring into AI infrastructure, identity, and autonomy plays, while Palantir's Army TITAN contract win coincided with a 6% stock drop — signaling that even flagship AI-defense revenue isn't immune to market reassessment of AI valuations. Efficiency-focused innovations like Multiverse Computing's model compression suggest the sector is also pivoting toward cost/inference economics as capital intensity draws scrutiny.
Our read on the data ›
Signals we're tracking
EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
Patterns we're watching ›
Where sources disagree
Morgan Stanley & Co. LLC
The same metric (eps) for the same entity (Morgan Stanley & Co. LLC) reported for the identical fiscal period (Q1 2026) and observation date (2026-03-31) has two conflicting values: 3.43 USD_per_share vs 3.08 USD. This is not a temporal change — both observations claim to measure the same point in time. The ~10% discrepancy (0.35 USD difference) is material for a financial metric.
We flag conflicts openly ›
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