{"schema_version":"onlylabs.public_signal.v1","title":"CoreWeave Writing: NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","description":"CoreWeave writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9c26471f-3347-4364-806f-b07da71313f0","json_url":"https://onlylabs.fyi/signals/9c26471f-3347-4364-806f-b07da71313f0/signal.json","generated_at":"2026-07-26T18:52:19.175Z","evidence_latest_fetched_at":"2026-07-21T16:02:57.779424+00:00","signal_first_seen_at":"2026-07-21T16:01:51.000401+00:00","org":{"slug":"coreweave","name":"CoreWeave","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/coreweave","dossier_json_url":"https://onlylabs.fyi/labs/coreweave/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9c26471f-3347-4364-806f-b07da71313f0","signal_json":"https://onlylabs.fyi/signals/9c26471f-3347-4364-806f-b07da71313f0/signal.json","source":"https://wf.coreweave.com/blog/nvidia-vera-rubin-nvl72-on-coreweave-10x-more-tokens-per-megawatt-than-blackwell","lab_dossier":"https://onlylabs.fyi/labs/coreweave","lab_dossier_json":"https://onlylabs.fyi/labs/coreweave/dossier.json","analysis":"https://onlylabs.fyi/analysis/coreweave","analysis_json":"https://onlylabs.fyi/analysis/coreweave/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/coreweave/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"CoreWeave published NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell. 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High-signal details: First-Ever Measured Vera Rubin NVL72 Silicon Performance Stats | CoreWeave Blog Announcement Webinar Podcast GTC 2026 CoreWeave recognized as a Visionary in the Gartner®.... onlylabs links this event to 4 captured evidence pages and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://wf.coreweave.com/blog/nvidia-vera-rubin-nvl72-on-coreweave-10x-more-tokens-per-megawatt-than-blackwell","source_host":"wf.coreweave.com","occurred_at":"2026-07-23T14:34:42+00:00","first_seen_at":"2026-07-21T16:01:51.000401+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"CoreWeave","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"wf.coreweave.com","source":"source"},{"label":"PDF","value":"linked report","source":"source"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval 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has source host wf.coreweave.com."},{"subject":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","predicate":"has lab","object":"CoreWeave","text":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell has lab CoreWeave."},{"subject":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","predicate":"has signal desk","object":"talking","text":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell has signal desk talking."},{"subject":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","predicate":"has source host","object":"wf.coreweave.com","text":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell has source host wf.coreweave.com."},{"subject":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","predicate":"has pdf","object":"linked report","text":"NVIDIA Vera Rubin NVL72 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Blackwell","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"CoreWeave published NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: First-Ever Measured Vera Rubin NVL72 Silicon Performance Stats | CoreWeave Blog Announcement Webinar Podcast GTC 2026 CoreWeave recognized as a Visionary in the Gartner®.... onlylabs links this event to 4 captured evidence pages and 6 related writing signals.","semantic_triples":[{"subject":"CoreWeave","predicate":"published","object":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","text":"CoreWeave published NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell."},{"subject":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","predicate":"is classified as","object":"writing signal","text":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell is classified as writing signal."},{"subject":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","predicate":"belongs to","object":"talking desk","text":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell belongs to talking desk."},{"subject":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","predicate":"has evidence coverage","object":"4 captured evidence pages","text":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell has evidence coverage 4 captured evidence pages."}]},"signal":{"id":"9c26471f-3347-4364-806f-b07da71313f0","url":"https://onlylabs.fyi/signals/9c26471f-3347-4364-806f-b07da71313f0","json_url":"https://onlylabs.fyi/signals/9c26471f-3347-4364-806f-b07da71313f0/signal.json","source_url":"https://wf.coreweave.com/blog/nvidia-vera-rubin-nvl72-on-coreweave-10x-more-tokens-per-megawatt-than-blackwell","title":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","summary":"CoreWeave published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"coreweave","name":"CoreWeave","category":"neocloud"},"occurred_at":"2026-07-23T14:34:42+00:00","first_seen_at":"2026-07-21T16:01:51.000401+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":4,"captured_pages":4,"readable_pages":4,"capture_methods":["exa","firecrawl","plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://wf.coreweave.com/blog/nvidia-vera-rubin-nvl72-on-coreweave-10x-more-tokens-per-megawatt-than-blackwell","https://cdn.prod.website-files.com/62bc66d283fd9c34ffec780a/68f2ac6e70a9958b1fea8e70_COR_WP_00004_TheEssentialCloudForAI_WEB%20(1).pdf","https://cdn.prod.website-files.com/62bc66d283fd9c34ffec780a/68f2ac6e70a9958b1fea8e70_COR_WP_00004_TheEssentialCloudForAI_WEB%20(1).pdf?utm_source=coreweave.com&utm_medium=site","https://cdn.prod.website-files.com/62ba1fb86485b6d5029975c4/69371755a36799d85e299655_CoreWeave_Supplier_Code_of_Conduct.pdf"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://wf.coreweave.com/blog/nvidia-vera-rubin-nvl72-on-coreweave-10x-more-tokens-per-megawatt-than-blackwell","final_url":"https://wf.coreweave.com/blog/nvidia-vera-rubin-nvl72-on-coreweave-10x-more-tokens-per-megawatt-than-blackwell","title":"NVIDIA Vera Rubin NVL72 on CoreWeave: 10x More Tokens Per Megawatt Than Blackwell","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-07-21T16:02:57.779424+00:00","bytes":364078,"raw_path":"93d93d8179f1b5a49a3f090e7ddbb82f574ad48a13db6478a0794156746ffbc1.html","content_hash":"246d13e24d7cd4a7b3348fe935af910d77e82262c5871889e156443a6510ed25","excerpt_chars":1200,"truncated":true,"excerpt":"First-Ever Measured Vera Rubin NVL72 Silicon Performance Stats | CoreWeave Blog Announcement Webinar Podcast GTC 2026 CoreWeave recognized as a Visionary in the Gartner® Magic Quadrant™ for Cloud AI Infrastructure. Read the report Products Data and storage Infrastructure control Runtime acceleration Model and agent development Mission control Solutions Pricing Resources About us Contact us Login Contact us Login Clear In early June, CoreWeave completed the industry's first bring-up and validation of NVIDIA Vera Rubin NVL72 , standing up the rack-scale system end-to-end, with power, cooling, networking, and compute all verified and running. That milestone showed the platform running at production scale. The next question everyone has asked: How does it perform? Today, we’re happy to share the first-ever measured silicon performance on Vera Rubin NVL72. DeepSeek R1, one of the reasoning models driving the current surge in agentic AI, was run across both Vera Rubin NVL72 and NVIDIA Blackwell NVL72 . In this evaluation, token throughput per megawatt was measured against interactivity (as TPS/user), which indicates the responsiveness a user or agent experiences while a model..."},"evidence_pages":[{"is_primary":false,"source_match":false,"url":"https://cdn.prod.website-files.com/62bc66d283fd9c34ffec780a/68f2ac6e70a9958b1fea8e70_COR_WP_00004_TheEssentialCloudForAI_WEB%20(1).pdf?utm_source=coreweave.com&utm_medium=site","final_url":"https://cdn.prod.website-files.com/62bc66d283fd9c34ffec780a/68f2ac6e70a9958b1fea8e70_COR_WP_00004_TheEssentialCloudForAI_WEB%20(1).pdf?utm_source=coreweave.com&utm_medium=site","title":"Full-Stack Observability for Full-Speed AI","http_status":200,"content_type":"application/pdf","capture_method":"exa","fetched_at":"2026-06-11T01:53:21.865+00:00","bytes":1461816,"raw_path":"56d5589deed184da04d51b9820a80e8e1e8a3139bb5a8169a70a63c27834367a.pdf","content_hash":"4180df8d7be2774eaf517c03fd24042c325b782e71fefdd43b5fc41f0c43748b","excerpt_chars":1200,"truncated":true,"excerpt":"© Copyright CoreWeave 2025. All rights reserved. CoreWeave, its logo, and coreweave.com are trademarks of CoreWeave, registered worldwide.This information is provided “as is” without any warranty, express or implied. This document is current as of the initial date of publication and may be changed by CoreWeave at any time. Defining the Essential Cloud for AI WWW.COREWEAVE.COM The infrastructure moment in AI WHITEPAPER 01 01 A new foundation 02 Accelerating demand 03 Pioneer principles 04 Systemic constraints 05 Essential Cloud for AI 06 Engineered for scale 07 Performance without limits 08 The CoreWeave Effect 09 Next steps Introduction The flywheel of AI innovation is one of the most powerful creative forces of our time, and it’s spinning ever faster. After decades of incremental AI progress, the first transformer models in 2017 signaled a paradigm shift. Suddenly, machines could grasp context, nuance, and meaning in ways that hinted at the next era of intelligence even if the full impact had yet to be felt. The debut of GPT-3.5 in 2022 was the tipping point that catapulted AI into mainstream use and marked the start of frontier model competition. Today, the most advanced..."},{"is_primary":false,"source_match":false,"url":"https://cdn.prod.website-files.com/62ba1fb86485b6d5029975c4/69371755a36799d85e299655_CoreWeave_Supplier_Code_of_Conduct.pdf","final_url":"https://cdn.prod.website-files.com/62ba1fb86485b6d5029975c4/69371755a36799d85e299655_CoreWeave_Supplier_Code_of_Conduct.pdf","title":"Full-Stack Observability for Full-Speed AI","http_status":200,"content_type":"application/pdf","capture_method":"exa","fetched_at":"2026-06-11T01:53:19.573+00:00","bytes":392792,"raw_path":"2256b55680d829560976921d9b40ac7783e48f04fcbfe20271a8b851939228d2.pdf","content_hash":"8c818a57c9081a1a9410f1ab520453fe9774387ac670ca2edaa4da4248eeb040","excerpt_chars":1200,"truncated":true,"excerpt":"CV/ CoreWeave Supplier Code of Conduct Date of last review /update: November 2025 CoreWeave Supplier Spirit & Code of Conduct At CoreWeave, we have set the highest possible standards for the way we conduct business, and we expect that all of our Suppliers will lawfully conduct their business with the same standards of integrity and ethical behavior. This CoreWeave Supplier Code of Conduct (“SCOC”), while not exhaustive, establishes a guideline of expectations, including ethical business practices and regulatory compliance, that we expect our Suppliers to meet. Suppliers must take reasonable measures to ensure that they themselves, their suppliers and any sub-contractors act in accordance with this SCOC. It is expected that the appropriate personnel and teams are trained on these expectations annually. 1. COMPLIANCE WITH THE SUPPLIER CODE OF CONDUCT CoreWeave's suppliers, agents, and subcontractors (“Suppliers”) must follow the CoreWeave Supplier Code of Conduct (SCOC). This includes complying with all applicable laws and regulations and implementing the SCOC in their operations and supply chains. Suppliers must promptly report any violation of the SCOC to CoreWeave. CoreWeave may..."},{"is_primary":false,"source_match":false,"url":"https://cdn.prod.website-files.com/62bc66d283fd9c34ffec780a/68f2ac6e70a9958b1fea8e70_COR_WP_00004_TheEssentialCloudForAI_WEB%20(1).pdf","final_url":"https://cdn.prod.website-files.com/62bc66d283fd9c34ffec780a/68f2ac6e70a9958b1fea8e70_COR_WP_00004_TheEssentialCloudForAI_WEB%20(1).pdf","title":"The Data Center Questions Everyone Is Asking, Answered","http_status":200,"content_type":"application/pdf","capture_method":"firecrawl","fetched_at":"2026-06-08T15:43:49.43+00:00","bytes":1461816,"raw_path":"70709d734feeb3bfb79031ccc89090bc4181a1b4a34e5e12696d530d9d23bd7b.pdf","content_hash":"4180df8d7be2774eaf517c03fd24042c325b782e71fefdd43b5fc41f0c43748b","excerpt_chars":1200,"truncated":true,"excerpt":"**WHITEPAPER** The infrastructure moment in AI Defining the Essential Cloud for AI © Copyright CoreWeave 2025. All rights reserved. CoreWeave, its logo, and coreweave.com are trademarks of CoreWeave, **[WWW.COREWEAVE.COM](https://cdn.prod.website-files.com/62bc66d283fd9c34ffec780a/WWW.COREWEAVE.COM)** registered worldwide.This information is provided “as is” without any warranty, express or implied. This document is current as of the initial date of publication and may be changed by CoreWeave at any time. * * * 01 A new foundation 02 Accelerating demand 03 Pioneer principles 04 Systemic constraints 05 Essential Cloud for AI 06 Engineered for scale 07 Performance without limits 08 The CoreWeave Effect 09 Next steps \\[Image: Im0\\] * * * WHITEPAPER AI CLOUD: DEFINING THE FORCE MULTIPLIER FOR AI INNOVATION 01 A new foundation Introduction The flywheel of AI innovation is one of the most powerful creative forces of our time, and it’s spinning ever faster. After decades of incremental AI progress, the first transformer models in 2017 signaled a paradigm shift. 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