{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Writing: NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","description":"NVIDIA writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d","json_url":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d/signal.json","generated_at":"2026-07-26T18:43:40.586Z","evidence_latest_fetched_at":"2026-07-21T16:02:58.125879+00:00","signal_first_seen_at":"2026-07-21T16:01:49.881227+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d","signal_json":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d/signal.json","source":"https://blogs.nvidia.com/blog/vera-rubin/","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: NVIDIA Vera Rubin Driving Performance Per Watt, Lower Token Costs for Partners Worldwide | NVIDIA Blog Skip to content NVIDIA Vera Rubin is here, and it’s going.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure, Product and customer in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://blogs.nvidia.com/blog/vera-rubin/","source_host":"blogs.nvidia.com","occurred_at":"2026-07-21T15:36:43+00:00","first_seen_at":"2026-07-21T16:01:49.881227+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"blogs.nvidia.com","source":"source"},{"label":"Author","value":"NVIDIA Writers","source":"source"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"infra","source":"radar"},{"label":"Matched term","value":"infrastructure","source":"radar"},{"label":"Matched term","value":"product","source":"radar"},{"label":"Matched term","value":"customer","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://blogs.nvidia.com/blog/vera-rubin/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-21T16:02:58.125879+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["infra","infrastructure","product","customer"],"score":29,"reason":"NVIDIA has a writing signal matching infrastructure, product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which data-business lane explains this signal: Infrastructure, Product and customer?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d/signal.json","required":true},{"label":"source","url":"https://blogs.nvidia.com/blog/vera-rubin/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze NVIDIA's writing signal \"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published","object":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","text":"NVIDIA published NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"is classified as","object":"writing signal","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide is classified as writing signal."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"belongs to","object":"talking desk","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide belongs to talking desk."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"matches data-business lanes","object":"Infrastructure, Product and customer","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide matches data-business lanes Infrastructure, Product and customer."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has captured page count","object":"1","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has captured page count 1."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has readable page count","object":"1","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has readable page count 1."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has related signal count","object":"6","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has related signal count 6."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has source host","object":"blogs.nvidia.com","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has source host blogs.nvidia.com."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has lab","object":"NVIDIA","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has lab NVIDIA."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has signal desk","object":"talking","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has signal desk talking."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has source host","object":"blogs.nvidia.com","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has source host blogs.nvidia.com."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has author","object":"NVIDIA Writers","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has author NVIDIA Writers."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has radar lane","object":"Infrastructure","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has radar lane Infrastructure."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has radar lane","object":"Product and customer","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has radar lane Product and customer."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has matched term","object":"infra","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has matched term infra."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has matched term","object":"infrastructure","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has matched term infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"NVIDIA published NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: NVIDIA Vera Rubin Driving Performance Per Watt, Lower Token Costs for Partners Worldwide | NVIDIA Blog Skip to content NVIDIA Vera Rubin is here, and it’s going.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure, Product and customer in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published","object":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","text":"NVIDIA published NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"is classified as","object":"writing signal","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide is classified as writing signal."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"belongs to","object":"talking desk","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide belongs to talking desk."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","predicate":"matches data-business lanes","object":"Infrastructure, Product and customer","text":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide matches data-business lanes Infrastructure, Product and customer."}]},"signal":{"id":"94bc216c-d2b6-4e80-aa21-eade5551951d","url":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d","json_url":"https://onlylabs.fyi/signals/94bc216c-d2b6-4e80-aa21-eade5551951d/signal.json","source_url":"https://blogs.nvidia.com/blog/vera-rubin/","title":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","summary":"NVIDIA 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":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-21T15:36:43+00:00","first_seen_at":"2026-07-21T16:01:49.881227+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://blogs.nvidia.com/blog/vera-rubin/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":29,"matched_terms":["infra","infrastructure","product","customer"],"reason":"NVIDIA has a writing signal matching infrastructure, product and customer."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://blogs.nvidia.com/blog/vera-rubin/","final_url":"https://blogs.nvidia.com/blog/vera-rubin/","title":"NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-07-21T16:02:58.125879+00:00","bytes":124405,"raw_path":"e16a6a31aff5e708f3359ad7c6f6015d816e2d76ff1810a5f1ae2c08c011f5df.html","content_hash":"322f26a3aebb67d1992f63899d96af15fd17bee39d542262f6b823eaca2b929e","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA Vera Rubin Driving Performance Per Watt, Lower Token Costs for Partners Worldwide | NVIDIA Blog Skip to content NVIDIA Vera Rubin is here, and it’s going gigascale. Vera Rubin NVL72 production is ramping up with racks running at partners CoreWeave, Google Cloud, Microsoft Azure and Oracle Cloud Infrastructure. Spanning 350-plus factory sites in 30 countries, Vera Rubin has the largest, most mature rack-scale supply chain ever assembled to meet customer compute demand. The Vera Rubin platform is built from chip to grid to deliver the highest performance per watt and the lowest token cost. CoreWeave’s first benchmark on DeepSeek-R1 says it all: 10x more throughput per megawatt than Grace Blackwell NVL72 — landing directly on the metric that matters most for power-constrained AI factories. Advancing Performance With Extreme Co-Design What makes this possible is extreme co-design across seven chips and five rack trays — Vera Rubin NVL72, Vera CPU rack, Groq 3 LPX, Spectrum-6 SPX and Vera BlueField-4 STX — all engineered as a single system rather than assembled from separate off-the-shelf products. The NVIDIA Vera CPU is at its center. It redefines what an AI factory..."},"evidence_pages":[],"related_signals":[{"id":"00a0eaf9-a4cd-4e7a-b51d-c2725b671276","url":"https://onlylabs.fyi/signals/00a0eaf9-a4cd-4e7a-b51d-c2725b671276","source_url":"https://blogs.nvidia.com/blog/geforce-now-thursday-path-of-exile-allflame/","title":"GeForce NOW Sets Sail With ‘Path of Exile: Curse of the Allflame’ Joining the Cloud","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-23T13:00:16+00:00","first_seen_at":"2026-07-23T16:00:50.455955+00:00","date_source":"rss.item_date"},{"id":"9c431477-a7c2-478b-baf9-597127c186e4","url":"https://onlylabs.fyi/signals/9c431477-a7c2-478b-baf9-597127c186e4","source_url":"https://blogs.nvidia.com/blog/naval-postgraduate-school-dgx-ai-supercomputer/","title":"NVIDIA AI Supercomputer Comes Online at Naval Postgraduate School","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-23T02:00:46+00:00","first_seen_at":"2026-07-23T04:01:43.953352+00:00","date_source":"rss.item_date"},{"id":"6467e0c7-b6ad-47d1-bf6c-5530457a456d","url":"https://onlylabs.fyi/signals/6467e0c7-b6ad-47d1-bf6c-5530457a456d","source_url":"https://blogs.nvidia.com/blog/ai-summit-korea-partners-and-nvidia/","title":"At AI Summit, South Korea Outlines Its AI Future With NVIDIA and Partners","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-23T00:00:00.000Z","first_seen_at":"2026-07-24T08:00:49.378302+00:00","date_source":"page.visible_date"},{"id":"37b10211-46cc-48d6-88f3-3e82665f6958","url":"https://onlylabs.fyi/signals/37b10211-46cc-48d6-88f3-3e82665f6958","source_url":"https://blogs.nvidia.com/blog/medical-physics-simulation-open-source/","title":"NVIDIA Open Sources First GPU-Accelerated Medical Physics Simulation Framework","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-22T13:00:11+00:00","first_seen_at":"2026-07-22T16:01:38.289626+00:00","date_source":"rss.item_date"},{"id":"3361f564-4cb0-461e-a873-7703ee3f9a6a","url":"https://onlylabs.fyi/signals/3361f564-4cb0-461e-a873-7703ee3f9a6a","source_url":"https://blogs.nvidia.com/blog/wistron-manufacturing-texas/","title":"Built in Fort Worth: Wistron Opens Advanced Manufacturing Plant to Produce NVIDIA AI Systems","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-21T22:35:45+00:00","first_seen_at":"2026-07-22T00:01:38.752872+00:00","date_source":"rss.item_date"},{"id":"0c2dee29-1f00-4b18-81ad-96a999419e25","url":"https://onlylabs.fyi/signals/0c2dee29-1f00-4b18-81ad-96a999419e25","source_url":"https://blogs.nvidia.com/blog/nvidia-spectrum-six-arrives-in-gigascale-ai-factories/","title":"Built for Vera Rubin, NVIDIA Spectrum-6 Arrives in Gigascale AI Factories","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-21T15:00:20+00:00","first_seen_at":"2026-07-21T16:01:49.881227+00:00","date_source":"rss.item_date"}]}