--- title: New SemiAnalysis InferenceX Data Shows NVIDIA Blackwell... description: NVIDIA's Blackwell Ultra platform (GB300 NVL72) delivers up to 50x higher throughput per megawatt and 35x lower cost per token compared to the Hopper platform... canonical: https://daily.dev/posts/new-semianalysis-inferencex-data-shows-nvidia-blackwell-ultra-delivers-up-to-50x-better-performance--xlkxksrjj twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: New SemiAnalysis InferenceX Data Shows NVIDIA Blackwell Ultra Delivers up to 50x Better Performance and 35x Lower Costs for Agentic AI | daily.dev og:description: NVIDIA's Blackwell Ultra platform (GB300 NVL72) delivers up to 50x higher throughput per megawatt and 35x lower cost per token compared to the Hopper platform... og:url: https://daily.dev/posts/new-semianalysis-inferencex-data-shows-nvidia-blackwell-ultra-delivers-up-to-50x-better-performance--xlkxksrjj og:image: https://api.daily.dev/og/posts/XLkxKsrjj.png og:image:alt: New SemiAnalysis InferenceX Data Shows NVIDIA Blackwell Ultra Delivers up to 50x Better Performance and 35x Lower Costs for Agentic AI og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # New SemiAnalysis InferenceX Data Shows NVIDIA Blackwell Ultra Delivers up to 50x Better Performance and 35x Lower Costs for Agentic AI **[NVIDIA](https://daily.dev/sources/nvidia)** · 5 min read · 0 upvotes · 0 comments ## Summary NVIDIA's Blackwell Ultra platform (GB300 NVL72) delivers up to 50x higher throughput per megawatt and 35x lower cost per token compared to the Hopper platform for agentic AI workloads. The performance gains come from hardware improvements (1.5x higher compute, 2x faster attention processing) combined with continuous software optimizations in TensorRT-LLM, Dynamo, and other frameworks. Major cloud providers including Microsoft, CoreWeave, and Oracle are deploying GB300 NVL72 systems for low-latency and long-context use cases like AI coding assistants. The upcoming Rubin platform promises another 10x improvement in throughput per megawatt for mixture-of-experts inference. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [NVIDIA Blackwell Enables 3x Faster Training and Nearly 2x Training Performance Per Dollar than Previous-Gen Architecture](https://daily.dev/posts/nvidia-blackwell-enables-3x-faster-training-and-nearly-2x-training-performance-per-dollar-than-previ-ejvqzn9zx) · NVIDIA Developer · 1 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#cloud](https://daily.dev/tags/cloud), [#nvidia](https://daily.dev/tags/nvidia), [#gpu](https://daily.dev/tags/gpu) [View this post on daily.dev](https://daily.dev/posts/new-semianalysis-inferencex-data-shows-nvidia-blackwell-ultra-delivers-up-to-50x-better-performance--xlkxksrjj) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"New SemiAnalysis InferenceX Data Shows NVIDIA Blackwell Ultra Delivers up to 50x Better Performance and 35x Lower Costs for Agentic AI","url":"https://daily.dev/posts/new-semianalysis-inferencex-data-shows-nvidia-blackwell-ultra-delivers-up-to-50x-better-performance--xlkxksrjj","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/new-semianalysis-inferencex-data-shows-nvidia-blackwell-ultra-delivers-up-to-50x-better-performance--xlkxksrjj"},"datePublished":"2026-02-16T18:03:44.167Z","dateModified":"2026-02-16T20:53:42.989Z","description":"NVIDIA's Blackwell Ultra platform (GB300 NVL72) delivers up to 50x higher throughput per megawatt and 35x lower cost per token compared to the Hopper platform...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/908a6b50ee7912ff8d2391f78ae33440?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/908a6b50ee7912ff8d2391f78ae33440?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"NVIDIA","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"NVIDIA","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/236a5c1f410e450b8d696cf3a4bbe374","url":"https://daily.dev/sources/nvidia"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/new-semianalysis-inferencex-data-shows-nvidia-blackwell-ultra-delivers-up-to-50x-better-performance--xlkxksrjj","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,machine-learning,cloud,nvidia,gpu","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"NVIDIA","item":"https://daily.dev/sources/nvidia"},{"@type":"ListItem","position":3,"name":"New SemiAnalysis InferenceX Data Shows NVIDIA Blackwell Ultra Delivers up to 50x Better Performance and 35x Lower Costs for Agentic AI"}]} ```