{"id":585,"date":"2026-10-09T07:26:00","date_gmt":"2026-10-09T05:26:00","guid":{"rendered":"https:\/\/www.feqsoft.hu\/?p=585"},"modified":"2026-10-09T18:12:10","modified_gmt":"2026-10-09T16:12:10","slug":"gpt-sol-astra-modellek-osszehasonlitasa","status":"publish","type":"post","link":"https:\/\/www.feqsoft.hu\/gpt-sol-astra-modellek-osszehasonlitasa\/","title":{"rendered":"Sol vagy Astra?"},"content":{"rendered":"\n<div class=\"feqsoft-gpt-series-body\" style=\"max-width:860px;margin:0 auto;font:18px\/1.75 Arial,sans-serif;color:#243633;\"><figure class=\"hero\" style=\"margin:30px 0;background:#fff;border:1px solid #dae1d9;border-radius:16px;overflow:hidden;\"><img src=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-comparison-podium-1280.webp\" srcset=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-comparison-podium-640.webp 640w, https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-comparison-podium-1280.webp 1280w\" sizes=\"(max-width: 760px) calc(100vw - 40px), 944px\" width=\"1280\" height=\"1073\" alt=\"Saj\u00e1t, AI-val k\u00e9sz\u00edtett, feliratokkal ellen\u0151rz\u00f6tt robotdobog\u00f3: az \u00f6sszevetett n\u00e9gy modellb\u0151l az 5.6 Sol els\u0151, az Astra m\u00e1sodik \u00e9s a 6 Sol harmadik a Vals AI Excel-tesztj\u00e9nek pontsz\u00e1ma alapj\u00e1n. Nem a teljes mez\u0151ny rangsora.\" loading=\"eager\" decoding=\"async\" fetchpriority=\"high\" style=\"display:block;width:100%;max-width:100%;height:auto;\"><\/figure><details class=\"toc\" style=\"background:#eaf0e7;border-radius:14px;padding:20px 25px;margin:25px 0;\"><summary style=\"font-weight:700;cursor:pointer;\">Mi van ebben a r\u00e9szben?<\/summary><ul><li style=\"margin:10px 0;\"><a href=\"#negy-modell\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Mit nyerhet\u00fcnk \u00e9s mit vesz\u00edthet\u00fcnk a v\u00e1lt\u00e1ssal?<\/a><\/li><li style=\"margin:10px 0;\"><a href=\"#excel\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Excel: az 5.6 Sol az Astra el\u0151tt v\u00e9gzett<\/a><\/li><li style=\"margin:10px 0;\"><a href=\"#gyarto\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Mit \u00e1ll\u00edt a gy\u00e1rt\u00f3 a nehezebb feladatokr\u00f3l?<\/a><\/li><li style=\"margin:10px 0;\"><a href=\"#feladatok\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">K\u00e9p, vide\u00f3, dokumentum: hol sz\u00e1m\u00edt a modell?<\/a><\/li><li style=\"margin:10px 0;\"><a href=\"#ujabb-rosszabb\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Lehet az \u00fajabb modell bizonyos dolgokban rosszabb?<\/a><\/li><li style=\"margin:10px 0;\"><a href=\"#osszehasonlito-oldalak\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Hol n\u00e9zhet\u00fcnk meg m\u00e1s \u00f6sszehasonl\u00edt\u00e1sokat?<\/a><\/li><li style=\"margin:10px 0;\"><a href=\"#dontes\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Mit v\u00e1lasztan\u00e1nk a bizony\u00edt\u00e9kok alapj\u00e1n?<\/a><\/li><\/ul><\/details><p class=\"lead\" style=\"margin:0 0 22px;\">Az 5.6 Sol az Astra el\u00e9 ker\u00fclt egy p\u00e9nz\u00fcgyi Excel-tesztben. Ez \u00e9rdekes eredm\u00e9ny \u2013 de nem azt jelenti, hogy \u00e1ltal\u00e1ban jobb n\u00e1la. N\u00e9gy modellt hasonl\u00edtunk \u00f6ssze: GPT-5.6 Sol, GPT-6 Sol, GPT-6.1 Sol \u00e9s GPT-6 Astra. A pontsz\u00e1m mell\u00e9 az id\u0151t, a k\u00f6lts\u00e9get \u00e9s a m\u00e9r\u00e9s korl\u00e1tait is odatessz\u00fck.<\/p>\n<p style=\"margin:0 0 22px;\">Az els\u0151 r\u00e9szben a modellek m\u0171k\u00f6d\u00e9s\u00e9t, a m\u00e1sodikban a gondolkod\u00e1si fokozatokat \u00e9s a krediteket tiszt\u00e1ztuk. Most arra v\u00e1laszolunk: <strong>melyik modellt mi\u00e9rt lehet \u00e9rdemes haszn\u00e1lni?<\/strong> Forr\u00e1sellen\u0151rz\u00e9s: 2026. okt\u00f3ber 9.; a v\u00e1ltoz\u00f3 rangsorokn\u00e1l az al\u00e1bbi t\u00e1bl\u00e1zatok r\u00f6gz\u00edtett pillanatk\u00e9pet mutatnak.<\/p>\n<h2 id=\"negy-modell\" style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Mit nyerhet\u00fcnk \u00e9s mit vesz\u00edthet\u00fcnk a v\u00e1lt\u00e1ssal?<\/h2>\n<p class=\"scroll-hint\" style=\"margin:0 0 22px;\">Keskeny k\u00e9perny\u0151n a t\u00e1bl\u00e1zat oldalra h\u00fazhat\u00f3.<\/p><div style=\"max-width:100%;overflow-x:auto;background:#fff;border:1px solid #cbd8cd;border-radius:12px;margin:24px 0 28px;overscroll-behavior-x:contain;\" class=\"table-wrap\" role=\"region\" aria-label=\"A n\u00e9gy modell el\u0151nyei \u00e9s korl\u00e1tai\" tabindex=\"0\"><table style=\"width:100%;min-width:680px;border-collapse:collapse;font:16px\/1.6 Arial,sans-serif;\"><caption style=\"text-align:left;padding:15px 18px;font-weight:700;color:#193a31;background:#e9f0e7;\">Nem egyetlen gy\u0151ztes van: a feladat sz\u00e1m\u00edt<\/caption><thead><tr><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Modell<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Mi\u00e9rt lehet j\u00f3 v\u00e1laszt\u00e1s?<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Mi sz\u00f3lhat ellene?<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">GPT-5.6 Sol<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A vizsg\u00e1lt Excel-tesztben a n\u00e9gy k\u00f6z\u00fcl a legjobb pontsz\u00e1mot \u00e9rte el.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Azonos tokenmennyis\u00e9g mellett dr\u00e1g\u00e1bb a 6 \u00e9s 6.1 Soln\u00e1l; nem minden ter\u00fcleten vezet.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">GPT-6 Sol<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Kedvez\u0151bb token\u00e1r, \u00e9s az Excel-pontsz\u00e1ma k\u00f6zel van az 5.6 Sol\u00e9hoz.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Egyes \u00f6sszetett munkatesztekben a 6.1 Sol el\u0151nyt mutatott vele szemben.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">GPT-6.1 Sol<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A gy\u00e1rt\u00f3i tesztek programoz\u00e1sban, dokumentumokn\u00e1l \u00e9s t\u00f6bb l\u00e9p\u00e9ses munk\u00e1n\u00e1l javul\u00e1st jeleznek.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A vizsg\u00e1lt Excel-tesztben a n\u00e9gy k\u00f6z\u00fcl a legalacsonyabb pontsz\u00e1mot kapta, \u00e9s a feladat v\u00e9grehajt\u00e1sa a legtov\u00e1bb tartott.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">GPT-6 Astra<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A gy\u00e1rt\u00f3 a legnehezebb munk\u00e1khoz aj\u00e1nlja; sz\u00e1m\u00edt\u00f3g\u00e9p-kezel\u00e9si tesztjeiben er\u0151s eredm\u00e9nyeket k\u00f6z\u00f6lt.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A token\u00e1ra magasabb; a vizsg\u00e1lt Excel-tesztben nem v\u00e9gzett az 5.6 Sol el\u0151tt.<\/td><\/tr><\/tbody><\/table><\/div>\n<figure class=\"diagram\" data-diagram=\"four-models\" style=\"margin:30px 0;background:#fff;border:1px solid #dae1d9;border-radius:16px;overflow:hidden;\"><picture><source media=\"(max-width: 600px)\" srcset=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-four-models-mobile.webp\" width=\"600\" height=\"790\"><img src=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-four-models.webp\" width=\"1200\" height=\"490\" alt=\"A n\u00e9gy GPT-modell k\u00fcl\u00f6nb\u00f6z\u0151 el\u0151nyei: Excel-pontsz\u00e1m, k\u00f6lts\u00e9g, \u00f6sszetett munka \u00e9s neh\u00e9z feladatok.\" loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;max-width:100%;height:auto;\"><\/picture><\/figure>\n<h2 id=\"excel\" style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Excel: az 5.6 Sol az Astra el\u0151tt v\u00e9gzett<\/h2>\n<p style=\"margin:0 0 22px;\">A Vals AI <em>Excel Modeling Benchmark<\/em> p\u00e9nz\u00fcgyi t\u00e1bl\u00e1zatos feladatokat vizsg\u00e1l. Az al\u00e1bbi sorrend a 2026. okt\u00f3ber 7-\u00e9n friss\u00edtett eredm\u00e9nyekb\u0151l a cikkben \u00f6sszevetett n\u00e9gy modellre vonatkozik. <strong>Nem a teljes mez\u0151ny dobog\u00f3ja:<\/strong> m\u00e1s modellek ezekn\u00e9l magasabb pontsz\u00e1mot is el\u00e9rtek.<\/p>\n<p class=\"scroll-hint\" style=\"margin:0 0 22px;\">Keskeny k\u00e9perny\u0151n a t\u00e1bl\u00e1zat oldalra h\u00fazhat\u00f3.<\/p><div style=\"max-width:100%;overflow-x:auto;background:#fff;border:1px solid #cbd8cd;border-radius:12px;margin:24px 0 28px;overscroll-behavior-x:contain;\" class=\"table-wrap\" role=\"region\" aria-label=\"Excel Modeling Benchmark n\u00e9gy modell eredm\u00e9nye\" tabindex=\"0\"><table style=\"width:100%;min-width:680px;border-collapse:collapse;font:16px\/1.6 Arial,sans-serif;\"><caption style=\"text-align:left;padding:15px 18px;font-weight:700;color:#193a31;background:#e9f0e7;\">Vals AI \u2013 az \u00f6sszehasonl\u00edtott n\u00e9gy modell<\/caption><thead><tr><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Modell<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Pontsz\u00e1m<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">\u00c1tlagos k\u00f6lts\u00e9g \/ feladat<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">\u00c1tlagos id\u0151 \/ feladat<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/www.vals.ai\/models\/openai_gpt-5.6-sol\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">GPT-5.6 Sol<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">72,34%<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">6,01 USD<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">9 perc 50 mp<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/www.vals.ai\/models\/openai_gpt-6-astra\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">GPT-6 Astra<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">71,70%<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">5,83 USD<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">13 perc 24 mp<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/www.vals.ai\/models\/openai_gpt-6-sol\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">GPT-6 Sol<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">71,53%<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">1,28 USD<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">10 perc 22 mp<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/www.vals.ai\/models\/openai_gpt-6.1-sol\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">GPT-6.1 Sol<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">70,77%<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">1,14 USD<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">18 perc 28 mp<\/td><\/tr><\/tbody><\/table><\/div>\n<p style=\"margin:0 0 22px;\"><strong>A Sol megel\u0151zte az Astr\u00e1t ebben a tesztben:<\/strong> az 5.6 Sol el\u0151nye 0,64 sz\u00e1zal\u00e9kpont. Ez kis k\u00fcl\u00f6nbs\u00e9g, amelyb\u0151l nem k\u00f6vetkezik biztos \u00e1ltal\u00e1nos Excel-f\u00f6l\u00e9ny. Az 5.6 \u00e9s a 6.1 Sol k\u00f6zti 1,57 sz\u00e1zal\u00e9kpontos elt\u00e9r\u00e9s sem jelenti azt, hogy az 5.6 a mindennapi Excel-munk\u00e1kban bizony\u00edtottan jobb.<\/p>\n<p style=\"margin:0 0 22px;\">A 6 \u00e9s 6.1 Sol olcs\u00f3bban dolgozott, teljes\u00edtm\u00e9ny\u00fck pedig a pontsz\u00e1mok alapj\u00e1n k\u00f6zel van a m\u00e1sik k\u00e9t modell\u00e9hez. A 6.1-n\u00e9l ugyanakkor a feladat v\u00e9grehajt\u00e1sa lassabb volt. A r\u00e9szpontoz\u00e1s nem hib\u00e1tlan munkaf\u00e1jlok ar\u00e1ny\u00e1t mutatja.<\/p>\n<p style=\"margin:0 0 22px;\">A k\u00fcl\u00f6n modellprofilokon a Vals AI bizonytalans\u00e1gi adatot is k\u00f6z\u00f6l: az 5.6 Soln\u00e1l \u00b12,37, az Astr\u00e1n\u00e1l \u00b12,48, a 6 Soln\u00e1l \u00b12,35, a 6.1 Soln\u00e1l \u00b12,71 sz\u00e1zal\u00e9kpontot. Ez azt jelzi, hogy a kapott pontsz\u00e1mot nem szabad hajsz\u00e1lpontosan biztos \u00e9rt\u00e9knek venni. A Sol\u2013Astra k\u00fcl\u00f6nbs\u00e9g ezekn\u00e9l j\u00f3val kisebb, a tartom\u00e1nyok \u00e1tfednek; ez nem t\u00e1maszt al\u00e1 egy\u00e9rtelm\u0171, tart\u00f3s f\u00f6l\u00e9nyt. Az \u00e1tfed\u00e9s ugyanakkor nem bizony\u00edtja, hogy a modellek egyform\u00e1k.<\/p>\n<p style=\"margin:0 0 22px;\">A n\u00e9gy modellprofil Max gondolkod\u00e1si fokozatot t\u00fcntet fel alapbe\u00e1ll\u00edt\u00e1sk\u00e9nt, de jelzi, hogy egyes tesztekn\u00e9l elt\u00e9r\u0151 be\u00e1ll\u00edt\u00e1s vagy szolg\u00e1ltat\u00f3 is lehet. Ez\u00e9rt nem nevezz\u00fck a rangsort minden k\u00f6r\u00fclm\u00e9ny\u00e9ben azonos, teljesen kontroll\u00e1lt \u00f6sszehasonl\u00edt\u00e1snak.<\/p>\n<figure class=\"diagram\" data-diagram=\"benchmark\" style=\"margin:30px 0;background:#fff;border:1px solid #dae1d9;border-radius:16px;overflow:hidden;\"><picture><source media=\"(max-width: 600px)\" srcset=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-benchmark-mobile.webp\" width=\"600\" height=\"895\"><img src=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-benchmark.webp\" width=\"1200\" height=\"490\" alt=\"A cikk n\u00e9gy modellj\u00e9nek Excel-pontsz\u00e1ma: 5.6 Sol 72,34%; Astra 71,70%; 6 Sol 71,53%; 6.1 Sol 70,77%.\" loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;max-width:100%;height:auto;\"><\/picture><\/figure>\n<h2 id=\"gyarto\" style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Mit \u00e1ll\u00edt a gy\u00e1rt\u00f3 a nehezebb feladatokr\u00f3l?<\/h2>\n<p style=\"margin:0 0 22px;\">Az OpenAI az \u00faj modelleket saj\u00e1t m\u00e9r\u00e9sekkel is bemutatja. Ezek hasznos adatok, de <strong>gy\u00e1rt\u00f3i tesztek<\/strong>: a megadott feladatokra \u00e9s k\u00f6r\u00fclm\u00e9nyekre vonatkoznak, nem \u00e1ltal\u00e1nos \u00edg\u00e9retek minden felhaszn\u00e1l\u00f3nak.<\/p>\n<p class=\"scroll-hint\" style=\"margin:0 0 22px;\">Keskeny k\u00e9perny\u0151n a t\u00e1bl\u00e1zat oldalra h\u00fazhat\u00f3.<\/p><div style=\"max-width:100%;overflow-x:auto;background:#fff;border:1px solid #cbd8cd;border-radius:12px;margin:24px 0 28px;overscroll-behavior-x:contain;\" class=\"table-wrap\" role=\"region\" aria-label=\"Gy\u00e1rt\u00f3i tesztek \u00e9s jelent\u00e9s\u00fck\" tabindex=\"0\"><table style=\"width:100%;min-width:680px;border-collapse:collapse;font:16px\/1.6 Arial,sans-serif;\"><caption style=\"text-align:left;padding:15px 18px;font-weight:700;color:#193a31;background:#e9f0e7;\">H\u00e1rom feladat, h\u00e1romf\u00e9le eredm\u00e9ny<\/caption><thead><tr><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Feladat \/ teszt<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">K\u00f6z\u00f6lt eredm\u00e9ny<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Mit jelenthet nek\u00fcnk?<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">K\u00f3d jav\u00edt\u00e1sa \u2013 DeepSWE v1.1<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A 6.1 Sol eredm\u00e9nye el\u00e9rte az Astra szintj\u00e9t, k\u00f6r\u00fclbel\u00fcl \u00f6t\u00f6dakkora k\u00f6lts\u00e9ggel; a 6 Solhoz k\u00e9pest 6,4 sz\u00e1zal\u00e9kponttal jobb.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Bizonyos \u00f6sszetett programoz\u00e1si munk\u00e1kban a 6.1 Sol kedvez\u0151 \u00e1r\u2013eredm\u00e9ny ar\u00e1nyt k\u00edn\u00e1lhat. Nem minden k\u00f3djav\u00edt\u00e1sra \u00e9rv\u00e9nyes szorz\u00f3.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">\u00d6sszetett PDF-munka \u2013 GDP.pdf<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A 6.1 Sol az Astra eredm\u00e9ny\u00e9hez k\u00f6zeli teljes\u00edtm\u00e9nyt adott, k\u00f6r\u00fclbel\u00fcl \u00f6t\u00f6dakkora k\u00f6lts\u00e9ggel.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Hosszabb dokumentumos feladatn\u00e1l lehet el\u0151nye; nem bizony\u00edtja, hogy minden szkennelt magyar PDF-et jobban olvas.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Sz\u00e1m\u00edt\u00f3g\u00e9p-kezel\u00e9s \u2013 OSWorld 2.0<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Astra: 72,6%; 5.6 Sol: 65,7%. A gy\u00e1rt\u00f3 id\u0151szimul\u00e1ci\u00f3ja k\u00f6r\u00fclbel\u00fcl 40, illetve 75 percet jelzett.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A t\u00f6bb l\u00e9p\u00e9ses, k\u00e9perny\u0151n v\u00e9gzett munka m\u00e1s eredm\u00e9nyt mutathat, mint az Excel-pontsz\u00e1m. A szimul\u00e1ci\u00f3 ideje nem a mi feladatunk garant\u00e1lt fut\u00e1sideje.<\/td><\/tr><\/tbody><\/table><\/div>\n<p style=\"margin:0 0 22px;\">A DeepSWE-\u00f6sszehasonl\u00edt\u00e1sban a 6.1 Sol a 6 Soln\u00e1l alacsonyabb gondolkod\u00e1si fokozattal is el\u00e9rte a bemutatott el\u0151nyt. Ez mutatja, hogy az \u00fajabb modell javul\u00e1sa nem egyszer\u0171en annyi, hogy mindig tov\u00e1bb dolgozik. A gy\u00e1rt\u00f3 \u00e1ltal megadott k\u00f6r\u00fclm\u00e9nyek \u00e9s a tesztben haszn\u00e1lt eszk\u00f6z\u00f6k egy\u00fctt sz\u00e1m\u00edtanak.<\/p>\n<h2 id=\"feladatok\" style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">K\u00e9p, vide\u00f3, dokumentum: hol sz\u00e1m\u00edt a modell?<\/h2>\n<figure class=\"story-figure\" data-story=\"comparison-tools\" style=\"margin:30px 0;background:#fff;border:1px solid #dae1d9;border-radius:16px;overflow:hidden;\"><img src=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-comparison-tools-1280.webp\" srcset=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-comparison-tools-640.webp 640w, https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-comparison-tools-1280.webp 1280w\" sizes=\"auto, (max-width: 760px) calc(100vw - 40px), 944px\" width=\"1280\" height=\"853\" alt=\"K\u00e9t j\u00e1t\u00e9kos f\u00e9mrobot dokumentumokkal, k\u00e9ppel \u00e9s sz\u00ednes t\u00e1bl\u00e1zatos elemekkel dolgozik. Saj\u00e1t AI-fant\u00e1ziaillusztr\u00e1ci\u00f3.\" loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;max-width:100%;height:auto;\"><\/figure>\n<p class=\"scroll-hint\" style=\"margin:0 0 22px;\">Keskeny k\u00e9perny\u0151n a t\u00e1bl\u00e1zat oldalra h\u00fazhat\u00f3.<\/p><div style=\"max-width:100%;overflow-x:auto;background:#fff;border:1px solid #cbd8cd;border-radius:12px;margin:24px 0 28px;overscroll-behavior-x:contain;\" class=\"table-wrap\" role=\"region\" aria-label=\"Modellv\u00e1laszt\u00e1s k\u00fcl\u00f6nb\u00f6z\u0151 feladatokra\" tabindex=\"0\"><table style=\"width:100%;min-width:680px;border-collapse:collapse;font:16px\/1.6 Arial,sans-serif;\"><caption style=\"text-align:left;padding:15px 18px;font-weight:700;color:#193a31;background:#e9f0e7;\">Mire van \u00e9s mire nincs \u00f6sszehasonl\u00edthat\u00f3 bizony\u00edt\u00e9k?<\/caption><thead><tr><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Feladat<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Mi sz\u00e1m\u00edt a modell mellett?<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Mit tudunk most?<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Dokumentum, PDF<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Olvashat\u00f3-e a sz\u00f6veg, milyen hossz\u00fa a f\u00e1jl, vannak-e t\u00e1bl\u00e1k \u00e9s \u00e1br\u00e1k, milyen eszk\u00f6z olvassa be?<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A GDP.pdf ad t\u00e1mpontot a 6.1 Solhoz. Nincs itt mind a n\u00e9gy modellre azonos magyar dokumentumteszt.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Excel<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Tud-e val\u00f3di munkaf\u00e1jllal dolgozni \u00e9s a k\u00e9pleteket ellen\u0151rizni, vagy csak sz\u00f6veget javasol?<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A Vals AI fenti m\u00e9r\u00e9se p\u00e9nz\u00fcgyi feladatokra haszn\u00e1lhat\u00f3 t\u00e1mpont, nem minden t\u00e1bl\u00e1zatra.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">K\u00e9p \u00e9rtelmez\u00e9se<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">K\u00e9pmin\u0151s\u00e9g, apr\u00f3 feliratok, a feladat \u00e9s a k\u00e9pfeldolgoz\u00f3 eszk\u00f6z.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A k\u00e9pi bemenet t\u00e1mogat\u00e1sa nem bizony\u00edtja, hogy az egyik modell minden k\u00e9pet jobban \u00e9rtelmez.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">K\u00e9p k\u00e9sz\u00edt\u00e9se<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A k\u00fcl\u00f6n k\u00e9pgener\u00e1l\u00f3 eszk\u00f6z \u00e9s a k\u00e9phez adott utas\u00edt\u00e1s.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A besz\u00e9lget\u00e9si modell seg\u00edtheti a k\u00e9r\u00e9st, de egy Excel- vagy k\u00f3dtesztb\u0151l nem k\u00f6vetkezik jobb gener\u00e1lt k\u00e9p.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Vide\u00f3<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Vide\u00f3elemz\u00e9sr\u0151l, forgat\u00f3k\u00f6nyvr\u0151l vagy vide\u00f3gener\u00e1l\u00e1sr\u00f3l besz\u00e9l\u00fcnk-e, \u00e9s melyik eszk\u00f6z \u00e9rhet\u0151 el?<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Ezek k\u00fcl\u00f6n feladatok. A n\u00e9gy modell teljes vide\u00f3k\u00e9pess\u00e9g\u00e9re nincs ebben a cikkben azonos m\u00e9r\u00e9s.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Programoz\u00e1s, automatiz\u00e1l\u00e1s<\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A fejleszt\u0151i eszk\u00f6z\u00f6k, az enged\u00e9lyezett m\u0171veletek \u00e9s az ellen\u0151rz\u00e9s m\u00f3dja.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A DeepSWE \u00e9s az OSWorld ad t\u00e1mpontot, de m\u00e1s-m\u00e1s munk\u00e1t vizsg\u00e1lnak.<\/td><\/tr><\/tbody><\/table><\/div>\n<figure class=\"diagram\" data-diagram=\"tools\" style=\"margin:30px 0;background:#fff;border:1px solid #dae1d9;border-radius:16px;overflow:hidden;\"><picture><source media=\"(max-width: 600px)\" srcset=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-tools-mobile.webp\" width=\"600\" height=\"710\"><img src=\"https:\/\/www.feqsoft.hu\/wp-stage\/wp-content\/uploads\/2026\/10\/feq-gpt-20261009-tools.webp\" width=\"1200\" height=\"490\" alt=\"A sz\u00f6veges modell \u00e9s a k\u00fcl\u00f6n feladatv\u00e9gz\u0151 eszk\u00f6z\u00f6k egy\u00fctt dolgoznak k\u00e9pen, vide\u00f3n, dokumentumon \u00e9s k\u00f3don.\" loading=\"lazy\" decoding=\"async\" style=\"display:block;width:100%;max-width:100%;height:auto;\"><\/picture><\/figure>\n<p style=\"margin:0 0 22px;\">Magyarorsz\u00e1gon a ChatGPT \u00e9s az API el\u00e9rhet\u0151, de ett\u0151l egy adott k\u00e9pes, vide\u00f3s vagy Work\/Codex-funkci\u00f3 m\u00e9g nem felt\u00e9tlen\u00fcl jelenik meg minden fi\u00f3kban. A konkr\u00e9t fel\u00fcletet, csomagot \u00e9s ter\u00fcleti hozz\u00e1f\u00e9r\u00e9st kell ellen\u0151rizni. Magyar jogi iratn\u00e1l vagy c\u00e9ges dokumentumn\u00e1l a nyelv, az aktu\u00e1lis jogszab\u00e1ly \u00e9s az adatkezel\u00e9s k\u00fcl\u00f6n\u00f6sen fontos.<\/p>\n<h2 id=\"ujabb-rosszabb\" style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Lehet az \u00fajabb modell bizonyos dolgokban rosszabb?<\/h2>\n<p style=\"margin:0 0 22px;\">Igen, ez lehets\u00e9ges. A fejleszt\u00e9s egyszerre t\u00f6bb c\u00e9lt k\u00f6vethet: pontosabb utas\u00edt\u00e1sk\u00f6vet\u00e9st, jobb programoz\u00e1st, gyorsabb munk\u00e1t vagy kedvez\u0151bb k\u00f6lts\u00e9get. Nem k\u00f6vetkezik bel\u0151le, hogy minden r\u00e9szfeladat azonos m\u00e9rt\u00e9kben javul. A tan\u00edt\u00e1s r\u00e9szleteinek hi\u00e1ny\u00e1ban azonban nem tudjuk bizony\u00edtani, hogy egy konkr\u00e9t rosszabb v\u00e1lasz oka \u00e9ppen egy kimaradt tan\u00edt\u00e1si t\u00e9ma.<\/p>\n<p style=\"margin:0 0 22px;\">Van kor\u00e1bbi, gy\u00e1rt\u00f3 \u00e1ltal dokument\u00e1lt p\u00e9lda is. Az OpenAI az o3 \u00e9s o1 \u00f6sszevet\u00e9s\u00e9n\u00e9l azt \u00edrta, hogy az o3 t\u00f6bb \u00e1ll\u00edt\u00e1st tett, \u00e9s \u00edgy t\u00f6bb helyes, de t\u00f6bb hib\u00e1s vagy kital\u00e1lt \u00e1ll\u00edt\u00e1sa is volt; a k\u00fcl\u00f6nbs\u00e9g a szem\u00e9lyekr\u0151l sz\u00f3l\u00f3 PersonQA-tesztben jobban l\u00e1tszott. A pontos ok tov\u00e1bbi kutat\u00e1st ig\u00e9nyelt. Ez nem GPT-6 teszt, de megmutatja, mi\u00e9rt nem jelent az \u00fajabb n\u00e9v minden r\u00e9szter\u00fcleten biztos javul\u00e1st.<\/p>\n<p style=\"margin:0 0 22px;\">A mostani Excel-sorrend is figyelmeztet\u0151 jel, nem bizony\u00edt\u00e9k \u00e1ltal\u00e1nos visszafejl\u0151d\u00e9sre. A kis pontk\u00fcl\u00f6nbs\u00e9g \u00e9s a hi\u00e1nyosan egyeztethet\u0151 k\u00f6r\u00fclm\u00e9nyek miatt \u00f3vatosan kell \u00e9rtelmezni.<\/p>\n<h2 id=\"osszehasonlito-oldalak\" style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Hol n\u00e9zhet\u00fcnk meg m\u00e1s \u00f6sszehasonl\u00edt\u00e1sokat?<\/h2>\n<p class=\"scroll-hint\" style=\"margin:0 0 22px;\">Keskeny k\u00e9perny\u0151n a t\u00e1bl\u00e1zat oldalra h\u00fazhat\u00f3.<\/p><div style=\"max-width:100%;overflow-x:auto;background:#fff;border:1px solid #cbd8cd;border-radius:12px;margin:24px 0 28px;overscroll-behavior-x:contain;\" class=\"table-wrap\" role=\"region\" aria-label=\"Modell-\u00f6sszehasonl\u00edt\u00f3 oldalak\" tabindex=\"0\"><table style=\"width:100%;min-width:680px;border-collapse:collapse;font:16px\/1.6 Arial,sans-serif;\"><caption style=\"text-align:left;padding:15px 18px;font-weight:700;color:#193a31;background:#e9f0e7;\">Nem mindegy, milyen k\u00e9pess\u00e9get m\u00e9rnek<\/caption><thead><tr><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Oldal<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Mire j\u00f3?<\/th><th scope=\"col\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\">Mire figyelj\u00fcnk?<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/www.vals.ai\/benchmarks\/emb\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Vals AI<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A fenti p\u00e9nz\u00fcgyi Excel-feladatok eredm\u00e9ny\u00e9re.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Nem teljes k\u00f6r\u0171 Excel-vizsga, \u00e9s nem minden modell azonos gyakorlati k\u00f6rnyezetben fut.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/modeldial.com\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">ModelDial<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Vegyes feladatok, gondolkod\u00e1si fokozatok, id\u0151 \u00e9s becs\u00fclt k\u00f6lts\u00e9g \u00f6sszevet\u00e9s\u00e9re.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Az \u00f6sszes\u00edtett pontsz\u00e1m feladatv\u00e1laszt\u00e1st\u00f3l \u00e9s s\u00falyoz\u00e1st\u00f3l is f\u00fcgg.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/benchmark.towardsai.com\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">ToneBench<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Angol vide\u00f3forgat\u00f3k\u00f6nyvek st\u00edlus\u00e1nak \u00e9s min\u0151s\u00e9g\u00e9nek m\u00e9r\u00e9s\u00e9re.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Nem \u00e1ltal\u00e1nos magyar sz\u00f6veg\u00edr\u00e1si vagy emberi el\u00e9gedetts\u00e9gi m\u00e9r\u00e9s.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/artificialanalysis.ai\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Artificial Analysis<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">T\u00f6bbf\u00e9le k\u00e9pess\u00e9g, \u00e1r \u00e9s sebess\u00e9g \u00e1ttekint\u00e9s\u00e9re.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Mindig az adott teszt m\u00f3dszer\u00e9t \u00e9s a pontos modellv\u00e1ltozatot n\u00e9zz\u00fck.<\/td><\/tr><tr><th scope=\"row\" style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;background:#f2f5ee;\"><a href=\"https:\/\/arena.ai\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Arena<\/a><\/th><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">Anonim v\u00e1laszp\u00e1rok k\u00f6z\u00f6tti felhaszn\u00e1l\u00f3i v\u00e1laszt\u00e1sok megismer\u00e9s\u00e9re.<\/td><td style=\"padding:14px 17px;text-align:left;vertical-align:top;border-bottom:1px solid #dce4dc;\">A kedvelt v\u00e1lasz nem felt\u00e9tlen\u00fcl a legpontosabb szakmai v\u00e1lasz.<\/td><\/tr><\/tbody><\/table><\/div>\n<p style=\"margin:0 0 22px;\">A felhaszn\u00e1l\u00f3i tapasztalat fontos, de nem azonos az ellen\u0151rz\u00f6tt teljes\u00edtm\u00e9nyteszttel. A r\u00f6vid, kedves vagy hossz\u00fa v\u00e1lasz is lehet n\u00e9pszer\u0171 an\u00e9lk\u00fcl, hogy jobban sz\u00e1molna. Nem tal\u00e1ltunk olyan, azonos felt\u00e9telekkel k\u00e9sz\u00fclt magyar felhaszn\u00e1l\u00f3i felm\u00e9r\u00e9st, amely mind a n\u00e9gy modellre \u00e1ltal\u00e1nos rangsort adna.<\/p>\n<h2 id=\"dontes\" style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Mit v\u00e1lasztan\u00e1nk a bizony\u00edt\u00e9kok alapj\u00e1n?<\/h2>\n<p style=\"margin:0 0 22px;\"><strong>Excel-munk\u00e1hoz az 5.6 Sol eredm\u00e9nye figyelemre m\u00e9lt\u00f3, k\u00f6lts\u00e9gre \u00e9rz\u00e9keny v\u00e1laszt\u00e1sn\u00e1l viszont a 6 \u00e9s a 6.1 Sol is er\u0151s jel\u00f6lt.<\/strong> A kis pontk\u00fcl\u00f6nbs\u00e9g mellett a m\u00e9r\u00e9sben sokkal kedvez\u0151bb k\u00f6lts\u00e9get mutattak. A 6.1 lassabb fut\u00e1sa akkor sz\u00e1m\u00edt, ha fontos a gyors befejez\u00e9s.<\/p>\n<p style=\"margin:0 0 22px;\">\u00d6sszetett dokumentumos vagy programoz\u00e1si munk\u00e1hoz a 6.1 Sol mellett sz\u00f3lnak a bemutatott gy\u00e1rt\u00f3i tesztek. Neh\u00e9z, sok l\u00e9p\u00e9ses k\u00e9perny\u0151s feladatn\u00e1l az Astra eredm\u00e9nye lehet \u00e9rdekes. Ezek feladathoz k\u00f6t\u00f6tt t\u00e1mpontok, nem \u00e1ltal\u00e1nos gy\u0151zteshirdet\u00e9sek.<\/p>\n<p style=\"margin:0 0 22px;\">A j\u00f3 v\u00e1laszt\u00e1s az, amelyik a sz\u00fcks\u00e9ges min\u0151s\u00e9get elfogadhat\u00f3 id\u0151 \u00e9s k\u00f6lts\u00e9g mellett adja. A leger\u0151sebbnek hirdetett modell akkor sem j\u00f3 \u00fczleti d\u00f6nt\u00e9s, ha ugyanazt az eredm\u00e9nyt dr\u00e1g\u00e1bban kapjuk. Egyik modell sem helyettes\u00edti a v\u00e9gs\u0151 ellen\u0151rz\u00e9st. C\u00e9ges haszn\u00e1latn\u00e1l az adatv\u00e9delem, a hozz\u00e1f\u00e9r\u00e9si jogosults\u00e1g, a szolg\u00e1ltat\u00f3i f\u00fcgg\u0151s\u00e9g \u00e9s az automatiz\u00e1l\u00e1s biztons\u00e1ga is r\u00e9sze a d\u00f6nt\u00e9snek.<\/p>\n<section style=\"border-top:1px solid #cbd8cd;margin-top:40px;padding-top:10px;\" class=\"sources\" aria-label=\"Forr\u00e1sok\"><h2 style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Forr\u00e1sok<\/h2><ul><li style=\"margin:10px 0;\"><a href=\"https:\/\/www.vals.ai\/benchmarks\/emb\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Vals AI: Excel Modeling Benchmark<\/a> \u2013 a 2026. okt\u00f3ber 7-\u00e9n friss\u00edtett rangsor, okt\u00f3ber 9-\u00e9n ellen\u0151rizve.<\/li><li style=\"margin:10px 0;\">OpenAI gy\u00e1rt\u00f3i bemutat\u00f3k: <a href=\"https:\/\/openai.com\/index\/introducing-gpt-6-1-sol\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">GPT-6.1 Sol<\/a>; <a href=\"https:\/\/openai.com\/index\/gpt-6-astra\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">GPT-6 Astra<\/a>.<\/li><li style=\"margin:10px 0;\"><a href=\"https:\/\/deploymentsafety.openai.com\/o3\/introduction\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">OpenAI o3\/o4-mini System Card, 3.3: a hib\u00e1s \u00e1ll\u00edt\u00e1sok kor\u00e1bbi p\u00e9ld\u00e1ja<\/a>.<\/li><li style=\"margin:10px 0;\"><a href=\"https:\/\/learn.chatgpt.com\/docs\/models\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">OpenAI: hozz\u00e1f\u00e9r\u00e9s<\/a>; <a href=\"https:\/\/learn.chatgpt.com\/docs\/pricing\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Work\/Codex d\u00edjaz\u00e1s<\/a>; <a href=\"https:\/\/help.openai.com\/en\/articles\/7947663-chatgpt-supported-countries\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">ChatGPT t\u00e1mogatott orsz\u00e1gok<\/a>.<\/li><li style=\"margin:10px 0;\">A fenti \u00f6sszehasonl\u00edt\u00f3 oldalak m\u00f3dszertan\u00e1t \u00e9s aktu\u00e1lis modellv\u00e1ltozat\u00e1t minden \u00fajabb d\u00f6nt\u00e9sn\u00e9l k\u00fcl\u00f6n ellen\u0151rizni kell.<\/li><\/ul><\/section>\n<section style=\"border-top:1px solid #cbd8cd;margin-top:40px;padding-top:10px;\" class=\"related\"><h2 style=\"font:700 clamp(24px,4vw,29px)\/1.3 'Trebuchet MS',Arial,sans-serif;color:#193a31;margin:40px 0 16px;scroll-margin-top:110px;\">Ez is \u00e9rdekelhet<\/h2><p style=\"margin:0 0 22px;\"><a href=\"https:\/\/www.feqsoft.hu\/grok-chatgpt-vagy-claude\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">Grok, ChatGPT vagy Claude? Szolg\u00e1ltat\u00e1sv\u00e1laszt\u00e1s a gyakorlatban.<\/a><\/p><p style=\"margin:0 0 22px;\"><a href=\"https:\/\/www.feqsoft.hu\/ai-asszisztens-ai-act-atlathatosag\/\" style=\"color:#126557;text-underline-offset:3px;overflow-wrap:anywhere;\">AI-asszisztens a c\u00e9gn\u00e9l: mikor kell sz\u00f3lni, hogy nem ember v\u00e1laszol?<\/a><\/p><\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Az Excel-tesztben az 5.6 Sol az Astra el\u00e9 ker\u00fclt, de nem minden feladatban ez a sorrend. Megn\u00e9zz\u00fck az eredm\u00e9nyeket, az \u00e1rakat, az id\u0151t \u00e9s azt is, mire nincs m\u00e9g megb\u00edzhat\u00f3 \u00f6sszehasonl\u00edt\u00e1s.<\/p>\n","protected":false},"author":1,"featured_media":566,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","_yoast_wpseo_focuskw":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","_aioseop_title":"","_aioseop_description":""},"categories":[5],"tags":[],"class_list":["post-585","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mesterseges-intelligencia"],"_links":{"self":[{"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=\/wp\/v2\/posts\/585","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=585"}],"version-history":[{"count":2,"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=\/wp\/v2\/posts\/585\/revisions"}],"predecessor-version":[{"id":587,"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=\/wp\/v2\/posts\/585\/revisions\/587"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=\/wp\/v2\/media\/566"}],"wp:attachment":[{"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=585"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.feqsoft.hu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}