{ "model": "Octen-WebGR-0.6B", "table_rows": 30931888, "note": "Hand-picked queries. Expected results were produced by infer_cpu.py (bf16, batches of 8) on the released weights and table. Any implementation may swap nearly tied candidates (GPU attention kernel, CPU thread count, batch composition), so --check requires mean top-20 overlap and top-1 agreement >= 0.9 rather than identical lists.", "cases": [ { "query": "youtube", "top20": [ "youtube.com", "music.youtube.com", "en.wikipedia.org/wiki/YouTube", "youtube.com/user/YouTube", "youtube.com/YouTubeJapan", "youtube.com/feed/history", "support.google.com/youtube?hl=en", "youtube.com/user/YouTube/videos", "facebook.com/youtube", "youtube.com/index", "es.wikipedia.org/wiki/YouTube", "blog.youtube", "youtube.com/new", "play.google.com/store/apps/details?hl=en_US&id=com.google.android.youtube", "youtube.com/channel/UCBR8-60-B28hp2BmDPdntcQ", "youtube.jp", "studio.youtube.com", "developers.google.com/youtube", "instagram.com/youtube?hl=en", "about.youtube" ] }, { "query": "github", "top20": [ "github.com", "en.wikipedia.org/wiki/GitHub", "github.com/login", "github.co.jp", "github.com/explore", "github.com/features/copilot", "github.blog", "youtube.com/watch?v=a9u2yZvsqHA", "youtube.com/watch?v=pJYOG6klqj8", "github.com/signup", "facebook.com/GitHub", "git-scm.com", "play.google.com/store/apps/details?hl=en_IN&id=com.github.android", "play.google.com/store/apps/details?id=com.github.android", "youtube.com/watch?v=QzvA7r-WndM", "youtube.com/watch?v=2SgI1kAczfk", "es.wikipedia.org/wiki/GitHub", "ja.wikipedia.org/wiki/GitHub", "youtube.com/watch?v=h2a3Kw-I_Ec", "desktop.github.com/download" ] }, { "query": "wikipedia", "top20": [ "wikipedia.org", "de.wikipedia.org/wiki/Wikipedia:Hauptseite", "es.wikipedia.org/wiki/Wikipedia:Portada", "en.wikipedia.org/wiki/Main_Page", "it.wikipedia.org/wiki/Pagina_principale", "pl.wikipedia.org/wiki/Wikipedia:Strona_główna", "pt.wikipedia.org/wiki/Wikipédia:Página_principal", "ja.wikipedia.org/wiki/メインページ", "fr.wikipedia.org/wiki/Wikipédia:Accueil_principal", "tr.wikipedia.org/wiki/Anasayfa", "es.wikipedia.org/wiki/Wiki", "en.wikipedia.org/wiki/Wiki", "vi.wikipedia.org/wiki/Trang_Chính", "nl.wikipedia.org/wiki/Hoofdpagina", "de.wikipedia.org", "es.wikipedia.org", "cs.wikipedia.org/wiki/Hlavní_strana", "es.wikipedia.org/wiki/Wikipedia", "id.wikipedia.org/wiki/Wikipedia", "wikipedia.de" ] }, { "query": "amazon", "top20": [ "amazon.com", "amazon.fr", "hiring.amazon.com", "amazon.co.jp", "amazon.co.uk", "amazon.in", "amazon.ca", "amazon.com.br", "amazon.com/amazonprime", "amazon.de", "amazon.es", "amazon.it", "amazon.com/gp/video/storefront", "amazon.com/amz-books/store", "en.wikipedia.org/wiki/Amazon_(company)", "amazon.com/-/es", "us.amazon.com", "amazon.jobs", "facebook.com/Amazon", "aboutamazon.com" ] }, { "query": "facebook", "top20": [ "m.facebook.com", "facebook.com", "facebook.com?locale=es_LA", "facebook.com?locale=pl_PL", "m.facebook.com/login", "en.wikipedia.org/wiki/Facebook", "facebook.com?locale=es_ES", "m.facebook.com/reg", "facebook.com/facebook", "facebook.com?locale=th_TH", "facebook.com?locale=vi_VN", "facebook.com?locale=pt_BR", "facebook.com?locale=ar_AR", "m.facebook.com/watch", "facebook.com?locale=fr_FR", "facebook.com?locale=en_GB", "facebook.com?locale=it_IT", "facebook.com?locale=ja_JP", "es.wikipedia.org/wiki/Facebook", "facebook.com/help/ipreporting/report/copyright" ] }, { "query": "gmail", "top20": [ "mail.google.com/mail/u/0", "google.com/gmail/about/signup_complete.html", "mail.google.com", "workspace.google.com/gmail", "workspace.google.com/intl/es-419/gmail", "workspace.google.com/intl/fr/gmail", "workspace.google.com/intl/it/gmail", "workspace.google.com/intl/es/gmail", "workspace.google.com/intl/es-419_mx/gmail", "workspace.google.com/intl/pl/gmail", "accounts.google.com/ServiceLogin?hl=es&service=mail", "support.google.com/mail/answer/56256?hl=en", "google.com/gmail", "workspace.google.com/intl/en-US/gmail", "workspace.google.com/intl/de/gmail", "google.co.jp/mail/help/intl/ja/about.html", "workspace.google.com/intl/pt-BR/gmail", "mail.google.com/mail", "en.wikipedia.org/wiki/Gmail", "gmail.google.com/mail" ] }, { "query": "google maps", "top20": [ "google.com/maps", "maps.google.com", "earth.google.com/web", "en.wikipedia.org/wiki/Google_Maps", "maps.google.com/maps/dir", "accounts.google.com/login?hl=en-GB&lp=1&service=local", "google.com/maps/about", "developers.google.com/maps", "google.com/maps/d", "blog.google/products-and-platforms/products/maps/ask-maps-immersive-navigation", "maps.google.com/locationhistory/b/0", "play.google.com/store/apps/details?hl=en_US&id=com.google.android.apps.maps", "accounts.google.com/ServiceLogin?hl=en&service=local", "play.google.com/store/apps/details?id=com.google.android.apps.maps", "mapsplatform.google.com", "apps.apple.com/us/app/google-maps/id585027354", "support.google.com/maps/answer/3092445?co=GENIE.Platform=Desktop&hl=es", "es.wikipedia.org/wiki/Google_Maps", "youtube.com/googlemaps", "support.google.com/mymaps/answer/3024454?co=GENIE.Platform=Desktop&hl=en" ] }, { "query": "netflix", "top20": [ "netflix.com/browse", "netflix.com", "netflix.com/br", "netflix.com/es", "netflix.com/fr", "netflix.com/de", "en.wikipedia.org/wiki/Netflix", "help.netflix.com/en/node/24926", "netflix.com/pl", "netflix.com/signup", "netflix.com/tr", "help.netflix.com/en/node/412", "netflix.com/mx", "netflix.com/in", "netflix.com/jp", "netflix.com/au", "help.netflix.com", "netflix.com/cl", "netflix.com/gb", "netflix.com/id" ] }, { "query": "reddit", "top20": [ "reddit.com", "en.wikipedia.org/wiki/Reddit", "reddit.com/login", "reddit.com/r/popular", "reddit.com/r/AMA", "reddit.com/r/AskReddit", "facebook.com/reddit", "reddit.com/explore", "x.com/Reddit", "redditinc.com", "apps.apple.com/us/app/reddit/id1064216828", "support.reddithelp.com/hc/en-us", "reddit.com/r/reddit", "play.google.com/store/apps/details?id=com.reddit.frontpage", "reddit.com/r/IAmA", "reddit.com/settings", "finance.yahoo.com/quote/RDDT", "reddit.com/r/ja", "reddit.com/age/provide?dest=https://www.reddit.com/login", "reddit.com/subreddits" ] }, { "query": "linkedin", "top20": [ "linkedin.com", "in.linkedin.com", "linkedin.com/home?originalSubdomain=in", "br.linkedin.com", "linkedin.com/feed", "fr.linkedin.com", "tr.linkedin.com", "linkedin.com/login", "en.wikipedia.org/wiki/LinkedIn", "de.linkedin.com", "pl.linkedin.com", "es.linkedin.com", "nl.linkedin.com", "ca.linkedin.com", "id.linkedin.com", "au.linkedin.com", "ar.linkedin.com", "mx.linkedin.com", "linkedin.com/home?originalSubdomain=au", "linkedin.com/home?originalSubdomain=ca" ] }, { "query": "instagram", "top20": [ "instagram.com?hl=en", "instagram.com", "en.wikipedia.org/wiki/Instagram", "instagram.com/accounts/signup/phone", "business.instagram.com", "instagram.com?hl=es", "instagram.com/accounts/login", "help.instagram.com", "instagram.com/accounts/login?hl=en", "instagram.com/instagram", "instagram.com?hl=tr", "play.google.com/store/apps/developer?hl=en_IN&id=Instagram", "instagram.com/explore?hl=en", "help.instagram.com/581066165581870", "instagram.com/instagram?hl=en", "instagram.com?hl=it", "instagram.com?hl=ja", "es.wikipedia.org/wiki/Instagram", "instagram.com/accounts/edit", "instagram.com?hl=en-gb" ] }, { "query": "stack overflow", "top20": [ "stackoverflow.com", "stackoverflow.com/questions", "en.wikipedia.org/wiki/Stack_Overflow", "stackoverflow.com/users/login", "blog.pragmaticengineer.com/stack-overflow-is-almost-dead", "stackoverflow.com/questions/26158/how-does-a-stack-overflow-occur-and-how-do-you-prevent-it", "es.stackoverflow.com", "reddit.com/r/explainlikeimfive/comments/1i54lja/eli5_what_is_a_stack_in_regards_to_programming", "stackoverflow.co", "reddit.com/r/TooAfraidToAsk/comments/1md1w8l/what_is_up_with_ask_reddit", "stackoverflow.com/HomePage", "stackoverflow.com/ai-assist", "stackhunts.com", "stackoverflow.com/tour", "stackoverflow.com/questions/tagged/java?tab=Newest", "survey.stackoverflow.co/2025", "reddit.com/r/webdev", "stackoverflow.com/questions/2789703/remove-blue-underline-from-link", "stackoverflow.com/questions/7372038/is-there-any-way-to-change-input-type-date-format", "meta.stackoverflow.com/questions/427224/stack-overflow-is-no-longer-useful" ] }, { "query": "bbc news", "top20": [ "bbc.co.uk/news", "bbc.com/news", "bbc.com", "bbc.co.uk/news/uk", "bbc.co.uk", "bbc.co.uk/news/world", "en.wikipedia.org/wiki/BBC_News", "youtube.com/channel/UC16niRr50-MSBwiO3YDb3RA", "bbc.com/news/world", "bbc.com/news/uk", "bbc.co.uk/iplayer/live/bbcnews", "facebook.com/bbcnews", "bbc.com/live", "bbc.co.uk/tv/bbcnews", "news.bbc.co.uk/2/hi/uk", "bbc.com/news/1/hi/uk", "bbc.co.uk/news/england", "msn.com/en-gb/channel/topic/Top Stories/tp-Y_ee0f77da-0986-43aa-8ec3-5d2e685d4b86", "theguardian.com/media/bbc", "en.wikipedia.org/wiki/BBC_News_(international_TV_channel)" ] }, { "query": "new york times", "top20": [ "nytimes.com", "nytimes.com/international", "en.wikipedia.org/wiki/The_New_York_Times", "nytimes.com/ca", "nytimes.com/section/todayspaper", "nytimes.com/section/opinion", "nytimes.com/section/world", "m.youtube.com/@nytimes", "instagram.com/nytimes?hl=en", "instagram.com/nytimes", "nytimes.com/international/section/world", "nytimes.com/crosswords", "x.com/nytimes", "nytco.com/games", "facebook.com/nytimes", "nytimes.com/section/us", "nytimes.com/es", "nytimes.com/subscription/all-access", "nytco.com", "help.nytimes.com/205343148-Features/115014772767-New-York-Times-Archived-Articles-and-TimesMachine" ] }, { "query": "ebay", "top20": [ "ebay.com", "ebay.co.uk", "en.wikipedia.org/wiki/EBay", "ebay.com/n/all-categories", "signin.ebay.com/signin", "mx.ebay.com", "ebay.de", "ebay.it", "ebay.ca", "ebay.com.au", "ebay.fr", "facebook.com/ebay", "ebay.com/b/Clothing-Shoes-Accessories/11450/bn_1852545", "ar.ebay.com", "pt.ebay.com", "ebay.com/b/Auto-Parts-and-Vehicles/6000/bn_1865334", "facebook.com/ebay.it", "pe.ebay.com", "instagram.com/ebay", "instagram.com/ebay?hl=en" ] }, { "query": "spotify", "top20": [ "open.spotify.com", "open.spotify.com/intl-es", "open.spotify.com/intl-pt", "open.spotify.com/intl-fr", "open.spotify.com/intl-tr", "open.spotify.com/intl-de", "open.spotify.com/intl-id", "open.spotify.com/download", "spotify.com/br-pt/premium", "open.spotify.com/genre/0JQ5DAqbMKFSi39LMRT0Cy", "accounts.spotify.com/en/login", "open.spotify.com/intl-it", "open.spotify.com/forever-favorites", "open.spotify.com/intl-ja", "open.spotify.com/search", "spotify.com/us/premium", "spotify.com/ua-uk/free", "spotify.com/mx/premium", "accounts.spotify.com/pt-BR/login", "spotify.com/ar/free" ] }, { "query": "zoom", "top20": [ "zoom.com", "zoom.us/ja/signin", "zoom.us/myhome", "app.zoom.us/wc", "support.zoom.com/hc/ja/article?id=zm_kb&sysparm_article=KB0060745", "zoom.us/es/signin", "zoom.us/signin", "zoom.com/es", "support.zoom.com/hc/en/article?id=zm_kb&sysparm_article=KB0060732", "zoom.us/pt/signin", "support.zoom.com/hc/en/article?id=&sysparm_article=KB0060732", "app.zoom.us/wc/join", "zoom.us/profile", "support.zoom.com/hc/ja/article?id=&sysparm_article=KB0060745", "zoom.com/ja", "zoom.com/en/products/virtual-meetings", "zoom.us/ja/download", "zoom.com/ru", "zoom.us/id/signin", "zoom.red" ] }, { "query": "chatgpt", "top20": [ "chatgpt.com", "openai.com/index/chatgpt", "en.wikipedia.org/wiki/ChatGPT", "chatgpt.com/download", "chatgpt.com/auth/login", "chatgpt.com/overview", "chatgpt.com/ja-JP", "chatgpt.com/es-419", "openai.com", "chatgpt.com/chat", "chatgpt.com/images", "chat.openai.com/chat", "chatgpt.com/pricing", "chatgpt.com/c", "chatgpt.com/pt-BR", "deepai.org/chat/gpt-chat", "chatgpt.com/gpts", "chatgpt.com/es-ES", "play.google.com/store/apps/details?id=com.openai.chatgpt", "openai.com/index/introducing-chatgpt-search" ] }, { "query": "hugging face", "top20": [ "huggingface.co", "huggingface.co/login", "en.wikipedia.org/wiki/Hugging_Face", "youtube.com/watch?v=3xLTD5wSBEs", "huggingface.co/models", "huggingface.co/spaces", "huggingface.co/docs", 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"datacamp.com/tutorial/docstrings-python", "docs.python.org/pt-br/3", "google.github.io/styleguide/pyguide.html", "python.org", "en.wikipedia.org/wiki/Python_(programming_language)" ] }, { "query": "arxiv", "top20": [ "arxiv.org", "en.wikipedia.org/wiki/ArXiv", "arxiv.org/login", "namu.wiki/w/arXiv", "info.arxiv.org/about/index.html", "arxiv.org/list/cs.AI/recent", "alphaxiv.org", "biorxiv.org", "x.com/ArvusGames?lang=en", "libraries.rutgers.edu/databases/arxiv-org", "core.ac.uk", "info.arxiv.org/help/submit/index.html", "reddit.com/r/PhD/comments/10k2w7f/arxiv_what_is_it", "arxiv.org/search/advanced", "pro.arco.design", "arvixsolution.com", "iarxiv.org", "info.arxiv.org/help/api/index.html", "academia.stackexchange.com/questions/75325/why-do-people-publish-on-arxiv-instead-of-other-places", "researchgate.net/publication/237264291_Proving_Web_History_How_to_Use_the_Internet_Archive" ] }, { "query": "imdb", "top20": [ "imdb.com", "en.wikipedia.org/wiki/IMDb", "imdb.com/chart/top", "imdb.com/chart/moviemeter", "facebook.com/imdb", "imdb.com/search/title", "youtube.com/imdb", "imdb.com/chart/toptv", "imdb.com/pt", "imdb.com/search", "play.google.com/store/apps/details?hl=en&id=com.imdb.mobile", "imdb.com/list/ls595328978", "collider.com/imdb-top-movies", "imdb.com/es", "imdb.com/es-es", "imdb.com/fr/search/title", "fr.wikipedia.org/wiki/Internet_Movie_Database", "instagram.com/imdb", "imdb.com/what-to-watch/watch-guides", "imdb.com/chart/tvmeter" ] }, { "query": "booking.com", "top20": [ "booking.com", "booking.com/index.de.html", "booking.com/index.en-gb.html", "booking.com/hotel/index.html", "booking.com/index.pl.html", "booking.com/index.es.html", "en.wikipedia.org/wiki/Booking.com", "booking.com/index.it.html", "booking.com/index.ja.html", "booking.com/index.fr.html", "trustpilot.com/review/www.booking.com", "apps.apple.com/us/app/booking-com-hotels-travel/id367003839", "facebook.com/bookingcom", "linkedin.com/company/booking.com", "booking.com/hotel/index.de.html", "booking.com/apps.html", "instagram.com/bookingcom", "play.google.com/store/apps/details?id=com.booking", "booking.com/index.nl.html", "booking.com/hotel/index.en-gb.html" ] }, { "query": "paypal", "top20": [ "paypal.com/us/home", "paypal.com", "paypal.com/de/home", "en.wikipedia.org/wiki/PayPal", "paypal.com/uk/home", "paypal.com/jp/home", "paypal.com/it/home", "paypal.com/signin", "paypal.com/fr/home", "paypal.com/es/home", "paypal.com/pl/home", "paypal.com/mx/home", "paypal.com/br/home", "paypal.com/uk/signin", "paypal.com/de/signin", "paypal.com/au/home", "paypal.com/de/digital-wallet/send-receive-money/send-money", "paypal.com/at/home", "paypal.com/us/signin", "paypal.com/myaccount/summary" ] }, { "query": "apple support", "top20": [ "support.apple.com", "support.apple.com/contact", "support.apple.com/en-us/106932", "support.apple.com/en-ca/contact", "support.apple.com/en-gb/contact", "apps.apple.com/us/app/apple-support/id1130498044", 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