{"slug": "orbit-217-ns-token-cpu-memory-query-236-9-vs-317-1-ppl-on-wikitext-2-pdf", "title": "Orbit: 217 Ns/token CPU memory query, 236.9 vs. 317.1 ppl on WikiText-2 [pdf]", "summary": "Torafirma Systems published a public benchmark report for its Orbit system dated 2026-09-11, claiming a CPU memory query latency of 217 ns/token and a perplexity of 236.9 on WikiText-2 versus 317.1 for a comparison baseline. The report was posted as a 119 KB PDF in the torafirma-systems/orbit repository on GitHub.", "body_md": "Skip to content\nNavigation Menu\nSign in\nAppearance settings\nPlatform\nAI CODE CREATION\nGitHub Copilot\nWrite better code with AI\nGitHub Copilot app\nDirect agents from issue to merge\nMCP Registry\nIntegrate external tools\nDEVELOPER WORKFLOWS\nActions\nAutomate any workflow\nCodespaces\nInstant dev environments\nIssues\nPlan and track work\nCode Review\nManage code changes\nCode Quality\nEnforce quality at merge\nAPPLICATION SECURITY\nGitHub Advanced Security\nFind and fix vulnerabilities\nCode security\nSecure your code as you build\nSecret protection\nStop leaks before they start\nEXPLORE\nWhy GitHub\nDocumentation\nBlog\nChangelog\nMarketplace\nView all features\nSolutions\nBY COMPANY SIZE\nEnterprises\nSmall and medium teams\nStartups\nNonprofits\nBY USE CASE\nApp Modernization\nDevSecOps\nDevOps\nCI/CD\nView all use cases\nBY INDUSTRY\nHealthcare\nFinancial services\nManufacturing\nGovernment\nView all industries\nView all solutions\nResources\nEXPLORE BY TOPIC\nAI\nSoftware Development\nDevOps\nSecurity\nView all topics\nEXPLORE BY TYPE\nCustomer stories\nEvents & webinars\nEbooks & reports\nBusiness insights\nGitHub Skills\nSUPPORT & SERVICES\nDocumentation\nCustomer support\nCommunity forum\nTrust center\nPartners\nView all resources\nOpen Source\nCOMMUNITY\nGitHub Sponsors\nFund open source developers\nPROGRAMS\nSecurity Lab\nMaintainer Community\nGitHub Stars\nArchive Program\nREPOSITORIES\nTopics\nTrending\nCollections\nEnterprise\nENTERPRISE SOLUTIONS\nEnterprise platform\nAI-powered developer platform\nAVAILABLE ADD-ONS\nGitHub Advanced Security\nEnterprise-grade security features\nCopilot for Business\nEnterprise-grade AI features\nPremium Support\nEnterprise-grade 24/7 support\nPricing\nSearch\n/\nSign in\nSign up\nAppearance settings\nYou signed in with another tab or window.\nReload\nto refresh your session.\nYou signed out in another tab or window.\nReload\nto refresh your session.\nYou switched accounts on another tab or window.\nReload\nto refresh your session.\nDismiss alert\ntorakagemusha-sudo\n/\ntorafirma-systems\nPublic\nNotifications\nYou must be signed in to change notification settings\nFork\n0\nStar\n0\nCode\nIssues\n0\nPull requests\n0\nActions\nProjects\nSecurity and quality\n0\nInsights\nAdditional navigation options\nCode\nIssues\nPull requests\nActions\nProjects\nSecurity and quality\nInsights\nFiles\nExpand file tree\nmain\nBreadcrumbs\ntorafirma-systems\n/\norbit\n/\nORBIT_Public_Benchmark_Report_2026-09-11.pdf\nCopy path\nMore file actions\nMore file actions\nLatest commit\nHistory\nHistory\nHistory\n119 KB\nmain\nBreadcrumbs\ntorafirma-systems\n/\norbit\n/\nORBIT_Public_Benchmark_Report_2026-09-11.pdf\nCopy path\nTop\nFile metadata and controls\n119 KB\nDownload raw file\nEdit and raw actions\nLoading\nViewer requires iframe.\nYou can’t perform that action at this time.", "url": "https://wpnews.pro/news/orbit-217-ns-token-cpu-memory-query-236-9-vs-317-1-ppl-on-wikitext-2-pdf", "canonical_source": "https://github.com/torakagemusha-sudo/torafirma-systems/blob/main/orbit/ORBIT_Public_Benchmark_Report_2026-09-11.pdf", "published_at": "2026-09-11 02:23:56+00:00", "updated_at": "2026-09-11 02:57:06.737937+00:00", "lang": "en", "topics": ["ai-research", "large-language-models", "ai-infrastructure"], "entities": ["Torafirma Systems", "Orbit", "WikiText-2", "GitHub"], "alternates": {"html": "https://wpnews.pro/news/orbit-217-ns-token-cpu-memory-query-236-9-vs-317-1-ppl-on-wikitext-2-pdf", "markdown": "https://wpnews.pro/news/orbit-217-ns-token-cpu-memory-query-236-9-vs-317-1-ppl-on-wikitext-2-pdf.md", "text": "https://wpnews.pro/news/orbit-217-ns-token-cpu-memory-query-236-9-vs-317-1-ppl-on-wikitext-2-pdf.txt", "jsonld": "https://wpnews.pro/news/orbit-217-ns-token-cpu-memory-query-236-9-vs-317-1-ppl-on-wikitext-2-pdf.jsonld"}}