{"id":3391,"date":"2026-09-17T20:18:08","date_gmt":"2026-09-17T20:18:08","guid":{"rendered":"https:\/\/dev95.site\/google-just-put-the-latest-ai-models-through-a-brutal-coding-test-heres-how-they-did\/"},"modified":"2026-09-17T20:18:08","modified_gmt":"2026-09-17T20:18:08","slug":"google-just-put-the-latest-ai-models-through-a-brutal-coding-test-heres-how-they-did","status":"publish","type":"post","link":"https:\/\/dev95.site\/ar\/google-just-put-the-latest-ai-models-through-a-brutal-coding-test-heres-how-they-did\/","title":{"rendered":"<div>Google just put the latest AI models through a brutal coding test \u2014 here&#8217;s how they did<\/div>"},"content":{"rendered":"<div id=\"dev95-1524294554\" class=\"dev95-- dev95-entity-placement\"><script async=\"async\" data-cfasync=\"false\" src=\"https:\/\/pl27862732.profitableratecpmnetwork.com\/2ad7a50e0bbc23ac6801d7b77c501463\/invoke.js\"><\/script>\r\n<div id=\"container-2ad7a50e0bbc23ac6801d7b77c501463\"><\/div><\/div><div>\n<article>\n<h2 id=\"what-you-need-to-know-17\">What you need to know<\/h2>\n<ul>\n<li>Google has launched Android Bench 2.0 to test AI models on complex Android development tasks that can take days.<\/li>\n<li>The new benchmark includes tasks like upgrading dependencies, adding major features, and building Android apps from scratch.<\/li>\n<li>GPT-6 Astra currently leads Google&#8217;s new benchmark with a 28% pass rate, while Gemini 3.8 Flash scored just 8%.<\/li>\n<\/ul>\n<p>Google has announced Android Bench 2.0, an updated version of its benchmark for evaluating how well large language models (LLMs) and AI agents handle complex Android development tasks. <\/p>\n<p>Earlier this year, Google introduced the <a href=\"https:\/\/www.androidcentral.com\/apps-software\/google-android-bench-ranks-llms\">first version of Android Bench<\/a> to measure how AI models perform on real-world Android development work. The company has now updated the benchmark with Android Bench 2.0, which is designed to evaluate models and agents against more complex tasks that better reflect actual software development.<\/p><div id=\"dev95-1377417417\" class=\"dev95- dev95-entity-placement\"><center>\r\n<script>\r\n  atOptions = {\r\n    'key' : '4ba6b6513c00e0ba76511f798ae56401',\r\n    'format' : 'iframe',\r\n    'height' : 50,\r\n    'width' : 320,\r\n    'params' : {}\r\n  };\r\n<\/script>\r\n<script src=\"https:\/\/www.highrevenueformat.com\/4ba6b6513c00e0ba76511f798ae56401\/invoke.js\"><\/script>\r\n\t<\/center><\/div>\n<p>One of the biggest additions is what Google <a href=\"https:\/\/android-developers.googleblog.com\/2026\/09\/android-bench-2-long-horizon-tasks.html\">calls<\/a> long-horizon tasks (LHTs). These are significantly more complex development jobs that could take a human engineer several days or even a week to complete.<\/p>\n<p>Google says the first version of Android Bench, along with many other early AI coding benchmarks, focused primarily on smaller, incremental changes. Android Bench 2.0 is designed to raise that bar with tasks such as upgrading dependencies, adding major new features, and even building Android apps from scratch. <\/p>\n<figure class=\"van-image-figure  inline-layout\" data-bordeaux-image-check>\n<div class=\"image-full-width-wrapper\">\n<div class=\"image-widthsetter\" style=\"max-width:1600px;\">\n<p class=\"vanilla-image-block\" style=\"padding-top:67.13%;\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" id=\"jajnoLQmwcvkSVRejWmgHN\" name=\"LeaderboardFinal-ab2\" alt=\"Android Bench 2.0 leaderboard\" src=\"https:\/\/i0.wp.com\/cdn.mos.cms.futurecdn.net\/jajnoLQmwcvkSVRejWmgHN-1920-80.png?resize=1280%2C859&#038;ssl=1\" mos=\"\" align=\"middle\" fullscreen=\"\" width=\"1280\" height=\"859\" attribution=\"\" endorsement=\"\" class=\"inline\"><\/p>\n<\/div>\n<\/div><figcaption itemprop=\"caption description\" class=\"inline-layout\"><span class=\"credit\" itemprop=\"copyrightHolder\">(Image credit: Google)<\/span><\/figcaption><\/figure>\n<p>With Android Bench 2.0, Google has changed how models are graded. Rather than relying entirely on a binary pass-or-fail system, Android Bench 2.0 uses &#8220;continuous scoring.&#8221; The company says this provides a more &#8220;meaningful indication&#8221; of how well a model performed, even when it wasn&#8217;t able to fully complete a task.<\/p>\n<p>Google has already tested several of the latest AI models using the new benchmark, including Gemini 3.8 Flash, GPT-6 Astra, Claude Fable 5.1, GPT-5.6 Sol, and Claude Opus 5, among others. According to the results, GPT-6 Astra currently sits at the top of the benchmark with a 28% pass rate. Gemini 3.8 Flash, meanwhile, scored just 8%.<\/p>\n<p>Google says testing models against the LHT dataset should give it a better understanding of their strengths and weaknesses, while also providing developers with more practical guidance about which models are better suited for different Android development tasks.<\/p>\n<p>The updated <a href=\"https:\/\/developer.android.com\/bench\">Android Bench 2.0 leaderboard<\/a> is available now, and Google says it plans to continue expanding it with more models and results over time.<\/p>\n<\/article>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_3391\" class=\"pvc_stats total_only\" data-element-id=\"3391\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewbox=\"0 0 502 315\" preserveaspectratio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/i0.wp.com\/dev95.site\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif?resize=16%2C16&#038;ssl=1\" border=\"0\" \/><\/p>\n<div class=\"pvc_clear\"><\/div>","protected":false},"excerpt":{"rendered":"<p>What you need to know Google has launched Android Bench 2.0 to test AI models on complex Android development tasks that can take days. The new benchmark includes tasks like upgrading dependencies, adding major features, and building Android apps from<\/p>\n<div class=\"hosteria-entry-more\"><a href=\"https:\/\/dev95.site\/ar\/google-just-put-the-latest-ai-models-through-a-brutal-coding-test-heres-how-they-did\/\" class=\"no-underline font-light  group-hover:text-primary-800 dark:group-hover:text-primary-300 py-1\">Read more &gt;&gt;&gt;<\/a><\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_3391\" class=\"pvc_stats total_only\" data-element-id=\"3391\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewbox=\"0 0 502 315\" preserveaspectratio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 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