½ðÄê»á

À´Ô´£ºº½ÌìÀñºÐ £¬×÷Õߣº  £¬£º

ÚÀ £¬ÅóÓÑ £¬Ù¯ÏþµÃ·¥ £¿³µÚéСÏï×Ó롵ط½Å¶ £¬ÀÏÔç³½¹âÎÒ¾ÍÏþµÃÁË £¬Ù¯½²ÊÇ·¥ £¿Ç°¼¸ÌìÎÒ»¹ÌصØÈ¥µ´Âí· £¬¶µÁËÒ»ÌË £¬²Å·¢Ã÷ÀïÃæÃŵÀÂù¶àµÄ £¬Ù¯ÒªÊǹâ×ßÂí¹Û»¨ £¬¿Ï¶¨¿´ß¼Ã»³öɶÎïÊÂÀ´¡£

½²Æð³µÚéСÏï×Óѽ £¬ÀÏÉϺ£ÈËÌýµ½¡°Ïï×Ó¡±Á½¸ö×Ö £¬´ó¶¼ÄÔ×ÓÀïÏȱijö¡°ÅªÌᱡ£µ«³µÚéСÏï×ÓºÍÒ»°ã¸öŪÌ÷¥´óÒ»Ñù £¬ÀïÍ·¸öζµÀºÍ¹æÔò £¬¿ÉÊÇÓеãÒâ˼µÄ¡£ÎÒ¸úÙ¯½²Å¶ £¬½ñÌìÎÒ¾ÍϸϸÀ´¡°¸ÂÚ¨ºú¡±Ò»·¬ £¬Ù¯ÌýÁ˱£×¼¾õµÃÓеãÇ»µ÷¡£

Ïà¹ØÍ¼Æ¬

³µÚéСÏï×Ó £¬ÏñÒ»¸ùÀÏÌÙÈÆÀ´ÈÆÈ¥

³µÚéСÏï×Ó¸ö·Ŷ £¬ÕæÊÇÈÆÀ´ÈÆÈ¥Ïñ³ÇÚòÃíÀïÍ·¸ö· £¬Ò»ÑÛ¿´ÒÑÍù £¬ËƺõƽƽÎÞÆæ £¬ÊµÔò²ØÁËÐí¶à¡°»ú¹Ø¡±¡£Ù¯Ò»µ©½øÈ¥ÁË £¬¶«¹ÕÎ÷¹Õ £¬Ëƺõ×ßÎð³öÀ´¡£ÕâÀïÏáŶ £¬ÓеãÏñÀÏÉϺ£ÅªÌÃÀïÏá¸ö¸ÐÊÜ £¬ÄÄÅÂÊÇסÁ˼¸Ê®Äê¸öÀÏÉϺ£ £¬Å¼¶ûÒ²¿ÉÄܻᡰÃÔ·¡±¡£

ÎÒÄêÇá³½¹âë¡Ðª £¬¾ÍÓÐÒ»´ÎŶ £¬ÆïÁ¾ÆÆ×ÔÐгµÈ¥Ë͹¤¾ß¡£½á¹û´Ó³µÚéСÏï×Ó¸öÍ·½øÈ¥ £¬¶µÁËÒ»´óȦ £¬Í·»èÄÔÕÇ £¬×îºóÓÖÈÆ»ØÁËÔ­µã¡£µ½ØÊºó £¬ÎÒ²ÅÏþµÃ¸öŶ £¬ë¡Ïï×Ó¿´ÆðÀ´ÂÒÆß°ËÔã £¬ÊµÔòÓÐËü¸öÂß¼­¡ª¡ªÖ»ÒªÙ¯¼Ç׿¸¸ö¡°±ê¼Çµã¡± £¬ºÃ±ÈÄǼÒÀϲ÷ìÆÌ¡¢ÅªÌÿڸöʯʨ×Ó £¬ÁíÓÐÄǸöÂôôÙ·¹ÍŸöС̯ͷŶ £¬ë¡ÑùÙ¯¾ÍºÃÈÏ·ÁË¡£

͵͵¸æËßÙ¯£º³µÚéСÏï×ÓÀïÍ·ÓиöÀÏÏãÕÁÊ÷ £¬ë¡¸öµØ·½ÊǸö·Ö²í·¸ö±ê¼Çµã¡£Ù¯ÒªÊÇÕÒ߼û±±ÁË £¬Ö»ÒªÑ­×ÅÏãÕÁÊ÷¸öÆ«ÏòÈ¥ £¬»ù±¾ÉϲîÎð¶àÄÜÕÒµ½³ö¿Ú¡£¼Ç×ÅŶ £¬ë¡ÊÇÀÏÉϺ£ÈË´«ÏÂÀ´µÄ¡°ÍÁ²½·¥¡±¡£

СÏï×ÓÀïÏá £¬ÓйÊʲÅÓÐζµÀ

³µÚéСÏï×ÓÀïͷŶ £¬¹ÊʶàµÃÀ´Ïñ´ºÌì¸öëëÓê £¬½²Ò²½²Î𾡡£ë¡ÀïÏáÓÐЩÀϵêÃæ £¬¿ªÁ˼¸Ê®Äê¸öŶ £¬ÃÅÃæÎðÆðÑÛ £¬µ«ºÃ¶àÈËרÃÅÅܹýÀ´³Ô¸ö¡£

ÎÒ¸úÙ¯½²Å¶ £¬ÓÐÒ»¼ÒÂôз¿Ç»Æ¸öµãÐÄÆÌ×Ó £¬ÀϰåÄïÊǹýȥŪÌÃÀïÏá³öÀ´¸ö £¬ÊÖÒÕÀϽá¹÷¡£ë¡ÌìÒ¹¿ìµãÎÒ³ÔºÃÒ¹·¹ £¬¾ÍÏë³öÈ¥µ´µ´Âí·¡£ß¼Ã»Ïëµ½×ßµ½ÅªÌõ× £¬¿´µ½ë¡¼ÒµãÐÄÆÌ×ÓÀïÏáµÆ¹â»¹ÁÁ×Å¡£ºÃ¶àÈËÀÕÀ­ÅŶӰ¥ £¬Ò»±ß³ÔÒ»±ß´µÅõƤ¡£ÎÒÎŵ½ë¡¸öз¿Ç»Æ¸öζµÀ £¬ÕæÊÇÏãÉ·ÍÑÁË¡£ÀϰåÄï˵ËýÓøöËÖÓÍÊÇ´ÓÏçÏ´ø¹ýÀ´¸ö £¬ë¡¸öζµÀÔڱ𴦳Է¥µ½¡£

Ïà¹ØÍ¼Æ¬

ÁíÓÐÒ»¼ÒÀϲ÷ìÆÌŶ £¬×¨ÃŰïÈ˸ÄÒÂÉѸö¡£°¢À­Ð¡Ê±³½Å¶ £¬¶¬Ìì¸ö´óÒ £¬¿ã½Å¸öÀ®°È¿Ú £¬¶¼ÊÇë¡ÀïÏá¸ö²Ã·ìʦ¸µ¸Ä³öÀ´¸ö £¬ÊÖÒÕÀÏÁé¹â £¬Ù¯½²ÊÇ·¥ £¿

СÏï×ÓÀï¸öÃŵÀ£ºÙ¯ÒªÊÇÏë³Ô¡°Õý×ÚÀÏζµÀ¡± £¬³µÚéСÏï×ÓÀï¸öС̯ͷ¡¢ÀÏÆÌ×ÓŶ £¬¶àÎÊÎÊÖÜΧ¸ö°¢ÆÅ°¢¹«¡£ËûÃÇÏþµÃë¡ÀïÏá¸ö¡°±¦²Ø¡± £¬±ÈɶµãÆÀÍøÕ¾»¹Áé¡£

Ù¯¿ÉÄÜ»áÎÊŶ£º¡°³µÚéСÏï×ÓÀïÏá £¬×îÖµµÃÒ»¿´µÄµØ·½ÊÇÄÄÄÜ £¿¡±

ÕÕÎÒ¿´À´Å¶ £¬ë¡¾ÍÒª¿´Ù¯¸öÐËÖÂÁË¡£ÒªÊÇ̰×ìŶ £¬ë¡Ð©Ð¡³Ô̯ͷ¡¢µãÐÄÆÌ×ӿ϶¨´í²»ÁË£»ÒªÊÇϲ»¶¿´ÀÏÉϺ£¸öζµÀ £¬ë¡Ð©¾Éǽͷ¡¢ÅªÌÿڸöÃÅÅÆ×Ó £¬Ù¯Ò²¿ÉÒÔÂýÂý¶µ¶µ¡£×ܹéÒ»¾ä»°¡ª¡ª³µÚéСÏï×Ó¡°²ØµÃÉî £¬Î¶µÀŨ¡±¡£

Ïà¹ØÍ¼Æ¬

±êÇ©£º³µÚéСÏï×Ó¡¢ÉϺ£ÅªÌá¢ÀÏζµÀ¡¢ÀϹÊÊ¡¢¶µ¶µ×ª×ª

¡¶»ÆµºÕ¾½Ö¡·

ÔÚȨÍþ±à³ÌÖÇÄÜÌå»ù×¼²âÊÔÖÐ £¬Qwen3-Coder-NextÕ¹ÏÖ³ö׿ԽÐÔÄÜ¡£Ê¹ÓÃSWE-Agent¿ò¼Üʱ £¬¸ÃÄ£ÐÍÔÚSWE-Bench VerifiedÉϵִï70%ÒÔÉϵÄÎÊÌâ½â¾öÂÊ £¬ÔÚ¶àÓïÑÔÉèÖü°¸ü¾ßÌôÕ½µÄSWE-Bench-Pro»ù×¼ÉÏͬÑù¼á³Ö¾ºÕùÁ¦¡£¾¡¹Ü¼¤»î²ÎÊý¹æÄ£ºÜС £¬¸ÃÄ£ÐÍÔÚ¶àÏîÖÇÄÜÌåÆÀ²âÖеÄÌåÏÖÄܹ»Æ¥µÐ»òÁè¼Ý¼¤»î²ÎÊýÁ¿´ó10-20±¶µÄŨºñÄ£ÐÍ £¬°üÀ¨37B¼¤»î²ÎÊýµÄDeepSeek-V3.2ºÍ32B¼¤»î²ÎÊýµÄGLM-4.7µÈ¡£

¡¶¿µÔõּÒÍÆÄÃÓÐÒþ²ØÐ§ÀÍÂð¡·

2025ÄêÊÇ¡°³¥¶þ´ú¡±¶þÆÚ¹ý¶ÉÆÚÊÕ¹ÙÖ®Äê £¬¹ý¶ÉÆÚ½áÊøºó £¬¼à¹Ü¶Ô°ü¹Ü¹«Ë¾Êµ¼Ê×ʱ¾µÄÈ϶¨ÒªÇ󽫸üÑϸñ £¬°ü¹Ü¹«Ë¾³¥¸¶ÄÜÁ¦Êý¾ÝÃæÁÙÒ»¶¨Ñ¹Á¦¡£ÔÚ´ËÅä¾°Ï £¬2025Äê°ü¹Ü»ú¹¹×ʱ¾Ôö²¹ÈÔ¼á³Ö½Ï¿ì³ÌÐò £¬ÄêÄÚÔö×Ê¡¢·¢Õ®Ðж¯Æµ·±¡£Æ¾¾Ý¡¶½ðÈÚʱ±¨¡·²»Íêȫͳ¼Æ £¬2025Äê23¼Ò°ü¹Ü¹«Ë¾Åû¶Ôö×ʼƻ®¡¢Ôö×Ê»ñÅúͨ¸æ £¬ºÏ¼Æ¹æÄ£½ü470ÒÚÔª¡¢Ô¶¸ßÓÚ2024Äê £¬ÆäÖÐÈËÉíÏÕ¹«Ë¾Ôö×ÊÐèÇó×îÍúÊ¢ £¬12¼Ò¹«Ë¾ÄâÔö×Ê»òÔö×ÊÒÑ»ñ¼à¹Ü²¿·ÖÅú×¼ £¬ÇÒÔö×ʽð¶î½Ï¸ß¡£´Óծȯ¿¯Ðп´ £¬2025Äê¹²ÓÐ23¼Ò°ü¹Ü¹«Ë¾¿¯ÐÐծȯ £¬¹²¼Æ¹æÄ£1042ÒÚÔª £¬ËäÈ»½Ï2024ÄêС·ùϽµ133ÒÚÔª £¬µ«Óë2022Äê¼°´Ëǰȱ·¦Ç§ÒڵĿ¯ÐйæÄ£Ïà±È £¬2025Äê°ü¹Ü¹«Ë¾Õ®È¯¿¯ÐÐÈÔ¼á³Ö¸ßλ¡£ÆäÖÐ £¬×ʱ¾Ôö²¹Õ®¿¯ÐйæÄ£Îª484ÒÚÔª £¬½Ï2024ÄêϽµ332ÒÚÔª£»ÓÀÐøÕ®¿¯ÐйæÄ£Îª558ÒÚÔª £¬½Ï2024ÄêÔö¼Ó199ÒÚÔª¡£´Ó¿¯ÐÐÖ÷Ìå¿´ £¬Ö÷ÒªÊÇAAA¼¶°ü¹Ü¹«Ë¾¿¯ÐÐծȯ £¬¹²¼Æ19¼Ò £¬ÁíÍâ»®·ÖÓÐ3¼ÒAA+ºÍ1¼ÒAA¼¶±ð°ü¹Ü¹«Ë¾¿¯ÐÐծȯ¡£

¡¶´óÁ¬Ö»ÉíÄÐÈË×ÓҹȥÄÄÁï´ï¡·

2025Äê1Ô £¬×î¸ßÈËÃñ¼ì²ìÔº°²ÅÅ¿ªÕ¹¡°Ê³Ò©Äþ¾²ÒæÂ·ÐС±¼ì²ì¹«ÒæËßËϼලÔ˶¯¡£µÚÒ»²Æ¾­¼ÇÕßÁ˽⵽ £¬2025Äê1ÖÁ11Ô £¬¼ì²ì»ú¹Ø¹²Á¢°¸ÖÎÀíʳҩÄþ¾²¹«ÒæËßËϰ¸¼þ24029¼þ £¬Õ¼¹«ÒæËßËϰ¸¼þ×ÜÊýµÄ19%¡£

ÍøÕ¾µØÍ¼