Coding (general)
تُقارن النتائج داخل المجموعة المتطابقة فقط، فلا يُرتَّب نموذج جرى اختباره بطريقة ما مقابل نموذج جرى اختباره بطريقة أخرى.
Rank coding models and agents on general software tasks: code generation, repository-level SWE, and terminal work
تستخدم مجموعات الترتيب مقاييس منفصلة. قارن التكوينات داخل المجموعة الواحدة فقط؛ فـ EvalRank لا يجمع الأنظمة المختلفة في قائمة ترتيب واحدة أبدًا.
الإجماع عبر المعايير
أنت أمام ترتيب واحد للنماذج عبر المقاييس المعتمدة في هذا الموضوع، موزونًا بالطريقة نفسها التي تُوزَن بها القرارات. وكل درجة تمثل حصة النموذج من أفضل نتيجة.
| الترتيب | النموذج | الحصة من الأفضل | المقاييس المرجعية |
|---|---|---|---|
| 1 | claudeopus55 | 100.0% | 2 |
| 2 | claudefable51 | 91.2% | 2 |
| 3 | gpt61sol | 88.2% | 2 |
| 4 | gemini4argon | 87.7% | 2 |
| 5 | claudesonnet55 | 87.0% | 2 |
| 6 | claudefable5 | 80.7% | 2 |
| 7 | claudeopus5 | 78.8% | 2 |
| 8 | gpt61terra | 75.7% | 1 |
| 9 | GPT-5.6 Sol | 72.5% | 2 |
| 10 | gpt6sol | 71.9% | 2 |
| 11 | grok47 | 65.6% | 2 |
| 12 | claudeopus48 | 60.4% | 2 |
| 13 | grok-4.6 | 57.1% | 2 |
| 14 | gpt56terra | 55.2% | 2 |
| 15 | kimi-k3 | 53.6% | 2 |
| 16 | gemini38flash | 52.8% | 2 |
| 17 | gemini37flash | 49.2% | 2 |
| 18 | gpt6luna | 48.2% | 2 |
| 19 | claudesonnet5 | 47.2% | 2 |
| 20 | GPT-5.6 Luna | 45.3% | 2 |
| 21 | deepseek-v4-flash-0731 | 31.5% | 2 |
نظام الوكيل · وكيلي
استكشافي - لم يُصنَّف فائزًا بعدrg-coding-general-agent-system-agentic-agent-system-v1أدلة المستكشف
DeepSWE
المصادر مختلفة؛ تُعرض بشكل منفصل، ولا تُجمع أبدًا في متوسط. رُصدت في ؛ صالحة حتى .
| الترتيب | التكوين | القدرة | عدم اليقين | العائلات |
|---|---|---|---|---|
| 1 | gpt-6-astra mini_swe_agent_gpt_6_astra_xhighconfig_bbf07a11592b85abcf998b2bab14c636111bf22c2a0f135a859fc4637b64e740 | 74% | غير معروف | 1 |
| 2 | gemini-3-8-flash mini_swe_agent_gemini_3_8_flash_highconfig_99f1f5a4baf710ee887184f3528382eb054e0afecf3559ac86b34d460c873004 | 74% | غير معروف | 1 |
| 3 | claude-opus-5 mini_swe_agent_claude_opus_5_maxconfig_c647489700452c2c208a35693bed018b306c90d50da186a9291b35eb188e22bd | 74% | غير معروف | 1 |
| 4 | gpt-6-astra mini_swe_agent_gpt_6_astra_maxconfig_40b1c572d64c805933bcf2129f08dc144572e516dae4925b339fef491870b072 | 73% | غير معروف | 1 |
| 5 | gpt-6-astra mini_swe_agent_gpt_6_astra_highconfig_faa515a61e9b4ae933ed9ffafbc09b61632eef8431566e5075943695de9224b1 | 73% | غير معروف | 1 |
| 6 | claude-opus-5 mini_swe_agent_claude_opus_5_xhighconfig_907c7158813ee95155a6b16492e69cab72740d132a672b18e7917e6f54d3c52b | 73% | غير معروف | 1 |
| 7 | claude-opus-5 mini_swe_agent_claude_opus_5_highconfig_334f3a9751b1488836c3ca0b198a3ea0fd3e40bb457a88a406f18607209fa2b2 | 73% | غير معروف | 1 |
| 8 | gpt-6-astra mini_swe_agent_gpt_6_astra_mediumconfig_d07b34ffb2af2531251a46451b40bd8518b18b6de158362a3781709c5f819647 | 73% | غير معروف | 1 |
| 9 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_maxconfig_d275cb2c69e7afc4d9080fc5284f0decdd56f860104fd44fe1829806ddf651de | 73% | غير معروف | 1 |
| 10 | gemini-3-8-flash mini_swe_agent_gemini_3_8_flash_mediumconfig_945e3c0a75cfab73b288951d2693331a0d4c93d3c38bce63058186ce60a58a7a | 71% | غير معروف | 1 |
| 11 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_xhighconfig_5f5d92ae1a6bf9da591422530bfcd4acfeaa5aec7bdfb8a90395f8fddd4f9ccb | 71% | غير معروف | 1 |
| 12 | claude-fable-5 mini_swe_agent_claude_fable_5_xhighconfig_bf246640f0460734fd45a96c676710109e2690cd919b520e6b18ec9c85079fe8 | 70% | غير معروف | 1 |
| 13 | claude-fable-5 mini_swe_agent_claude_fable_5_maxconfig_6cd82db3623f359522ba12352bb5ff95b9cc92eb9e09a24ce83a2acda8dfeba2 | 70% | غير معروف | 1 |
| 14 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_maxconfig_d7a3c6ced6dc428983ae9afd107ebd99d1e29da0322e8767df8159c22229b4b5 | 70% | غير معروف | 1 |
| 15 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_highconfig_a9772d655df076b0c7d85604222b8ccb822d70a46403bc9f8cf8b3b160b0e223 | 69% | غير معروف | 1 |
| 16 | glm-5-3 mini_swe_agent_glm_5_3_maxconfig_cd2676556edf9dfcda2adb6d7a9cd4a1a7330a4af6059b87d5727b7eb1ca7af6 | 69% | غير معروف | 1 |
| 17 | claude-opus-5 mini_swe_agent_claude_opus_5_mediumconfig_820e8e67840338ad87da9a6120ed79d7238e33b22778298914022e04a4cf1617 | 69% | غير معروف | 1 |
| 18 | claude-fable-5 mini_swe_agent_claude_fable_5_highconfig_04bb50f778bf6bf2c8169e378e0f045a45ffcdf91a637eeabe35a44fde13539b | 69% | غير معروف | 1 |
| 19 | kimi-k3 mini_swe_agent_kimi_k3_maxconfig_7f7bf933eb0fa4a7ec5d62cfdeb29a8484d66dd1dc39d28e27ee6b3de50ff0e0 | 69% | غير معروف | 1 |
| 20 | grok-4-6 mini_swe_agent_grok_4_6_mediumconfig_2b66a38fe21328d0521612421ff12f5d1eba6a8a6a80563ed1d40a0dbd05ef36 | 67% | غير معروف | 1 |
| 21 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_maxconfig_499ebda077ee18c6bf8c3721552206ee3cf90dba0cef0d561bb06daca56dfc10 | 67% | غير معروف | 1 |
| 22 | gpt-6-astra mini_swe_agent_gpt_6_astra_lowconfig_aba7c3968834f0ad1b0b5c15825bedfbc6814f23f4f0be4d06ae4a62141cb39b | 67% | غير معروف | 1 |
| 23 | gpt-5-5 mini_swe_agent_gpt_5_5_xhighconfig_c13865a4ec6a39ff87177d09fb544d8eb4712f9966e2a74b8e4d4e9b735a21c6 | 67% | غير معروف | 1 |
| 24 | grok-4-6 mini_swe_agent_grok_4_6_xhighconfig_43454ebde0853f40bb6c1b12f8900ea3545996192365102ab5e67608f1b80951 | 67% | غير معروف | 1 |
| 25 | gemini-3-7-flash mini_swe_agent_gemini_3_7_flash_mediumconfig_b94b69cafe5ee03f283577664e74caa7e342e6133d663688f179d7a5a50b7a57 | 65% | غير معروف | 1 |
| 26 | claude-fable-5 mini_swe_agent_claude_fable_5_mediumconfig_61b63ec56d8b6ea22a200a5fb3de9729acfff57a3a3beab1aac7a34ae0346940 | 65% | غير معروف | 1 |
| 27 | gemini-3-7-flash mini_swe_agent_gemini_3_7_flash_highconfig_6a8634d1604a9f757490bb8f8fdbdbffe54e6b04fa34b93a825ce1c0de92511c | 65% | غير معروف | 1 |
| 28 | grok-4-6 mini_swe_agent_grok_4_6_highconfig_162a581cb5c40d58417136a2856b1bbc5515aab288e49dd66579bd04a315e52e | 65% | غير معروف | 1 |
| 29 | gpt-5-5 mini_swe_agent_gpt_5_5_highconfig_59053425417061eb762aefd1b03f50dbf187f5e10da5a8b7ed19b790b86d2850 | 64% | غير معروف | 1 |
| 30 | glm-5-3-flash mini_swe_agent_glm_5_3_flash_maxconfig_599d6845c9eb4e3e89bbe917ac21d48dba8d197a374968fd4928f74bfa5479d5 | 63% | غير معروف | 1 |
| 31 | deepseek-v4-pro mini_swe_agent_deepseek_v4_pro_maxconfig_f64966d7e89784334403b1fe7878048a57ec00876ce000c6e2bef57e5f49e129 | 63% | غير معروف | 1 |
| 32 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_mediumconfig_402a0fe4d6931565bf6724561c4061f0e88fbda3bf95b56c133f6d26addc3e26 | 61% | غير معروف | 1 |
| 33 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_xhighconfig_dc7c67793df85a38e322ab4feed92a231902a67745d1e268a87b6d74844d0cf4 | 60% | غير معروف | 1 |
| 34 | claude-fable-5 mini_swe_agent_claude_fable_5_lowconfig_c690e0be3e8d248bcf56f308c253ff9ce8c149333a1e0b9412b7f8b69a31bf26 | 60% | غير معروف | 1 |
| 35 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_maxconfig_b8895eb0c759293b55e37def7cfbd162f10b78486bc0ef5c0f3f3ae9f43a2cd9 | 59% | غير معروف | 1 |
| 36 | claude-opus-5 mini_swe_agent_claude_opus_5_lowconfig_24f98c7e7848fa148f57009a6900cbf5074c5e1300c950add2e15db88b435f88 | 58% | غير معروف | 1 |
| 37 | qwen3-8-max mini_swe_agent_qwen3_8_max_xhighconfig_c1fa762bbc21726067c3e67bb1d9481c18268022c7090f2f890f8d514d0fb6bf | 57% | غير معروف | 1 |
| 38 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_xhighconfig_48bad74b1f6da89e03e6d0c75f872d8113fda707e64044512e74e758057407a3 | 57% | غير معروف | 1 |
| 39 | muse-spark-1-2 mini_swe_agent_muse_spark_1_2_xhighconfig_7a7ee985e6fe340f164c16d1afb470467960e81f08fbf6f4e65f09676eeba5ae | 55% | غير معروف | 1 |
| 40 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_xhighconfig_f08e8f48d01893af79c2caf089122161b3b14c03f77e05d67371c272cb310f0a | 54% | غير معروف | 1 |
| 41 | gpt-5-5 mini_swe_agent_gpt_5_5_mediumconfig_1ecbed94580896d44ec01b4b99dc0303b3195e94f9691c141b2e9be484d15bb6 | 54% | غير معروف | 1 |
| 42 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_maxconfig_64c1c487db75b6f50cb78e47cbcddc475d7835163bb54bca197d6929807213d8 | 54% | غير معروف | 1 |
| 43 | grok-4-5 mini_swe_agent_grok_4_5_highconfig_49cbd80643e492e0cf6b291292344090b910a525752717066aa166b49500ac86 | 54% | غير معروف | 1 |
| 44 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_highconfig_c70b094bd6bc90f6d73ca68f68464bf0e93f7fd41ac12ef19f50588add276301 | 54% | غير معروف | 1 |
| 45 | gemini-3-7-flash mini_swe_agent_gemini_3_7_flash_lowconfig_fdac9250de689f25b6718a003882c23c28bf84dd32fa6062f085cdf90e670352 | 54% | غير معروف | 1 |
| 46 | muse-spark-1-1 mini_swe_agent_muse_spark_1_1_xhighconfig_4f26f586de8723346aea4ac6f12834d5725a7817c0cb25377abf7b5b8174defb | 53% | غير معروف | 1 |
| 47 | deepseek-v4-flash mini_swe_agent_deepseek_v4_flash_maxconfig_ce541a8d1b086c6ec893f0b97904e6a6f35cc3d5f6cef04816ef487c188a8ca1 | 53% | غير معروف | 1 |
| 48 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_highconfig_58680d3eedd4aba4a66e8640af75742e54aafc7acb432a3cadbbf57a588317dc | 52% | غير معروف | 1 |
| 49 | gpt-5-4 mini_swe_agent_gpt_5_4_xhighconfig_c3464a0472feb8d3fe258f92ca0c657b38233a78d3fc984651940d33f20e86e6 | 52% | غير معروف | 1 |
| 50 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_xhighconfig_147bff69a94abfbdafc928e0bcd0a5e0b29af262312f804505a6afa320b38f0f | 50% | غير معروف | 1 |
| 51 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_mediumconfig_3ef8a78571b4db55102a1dcd4c752a5383675e978fe3b4a95498f5bd487d1cbc | 49% | غير معروف | 1 |
| 52 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_highconfig_4efd185eb4ad5275b557bc6111ae1947e9488c0690c30b536246c759b66e552c | 48% | غير معروف | 1 |
| 53 | gemini-3-6-flash mini_swe_agent_gemini_3_6_flash_highconfig_66464aef80070e91183f432938fb0720c862586f4cec7a311ddb916898fe6248 | 47% | غير معروف | 1 |
| 54 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_lowconfig_b35e7084f490107ff26755c5b1273537c783262b505c1aa482e22478c164c846 | 45% | غير معروف | 1 |
| 55 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_highconfig_7ca720abbeb6b966e08ff13e43dd66c4ce24f20cd0c21e347365f9737c3310d0 | 44% | غير معروف | 1 |
| 56 | glm-5-2 mini_swe_agent_glm_5_2_maxconfig_08c75ff5b5fae701d4ee71ec5fc3cb6e2a39054e1b28350e64566658218b85e4 | 44% | غير معروف | 1 |
| 57 | grok-4-6 mini_swe_agent_grok_4_6_lowconfig_b3887dfd53e7b98841d8c2f592a9e9ed2dd78f42de43dcde2110cb3b91e97624 | 42% | غير معروف | 1 |
| 58 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_lowconfig_9a1325eb982ef5a1595ffad514abac5e163d6885bbbc075eba16dec0b46f4a4d | 41% | غير معروف | 1 |
| 59 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_mediumconfig_f0e2c73135d5b86f49948a23ee64ac435abb667458e1fae9d1c11c8e1186ffa8 | 40% | غير معروف | 1 |
| 60 | glm-5-2 mini_swe_agent_glm_5_2_highconfig_f17ac834afbf2b11b522ae81b1ca7f2447e312733af1a89d601b356c3f4af9b1 | 36% | غير معروف | 1 |
| 61 | gemini-3-5-flash mini_swe_agent_gemini_3_5_flash_highconfig_0eefe519e147a16e978da082c66fa969726579aeb56973768ca73cb1bc3e21e5 | 36% | غير معروف | 1 |
| 62 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_mediumconfig_038eeba65e62059f4ecbf181a3fc6b650197e5565b870690ab4acdf993591595 | 35% | غير معروف | 1 |
| 63 | kimi-k2-7-code mini_swe_agent_kimi_k2_7_code_defaultconfig_124cbcc3be53e10cd1eacf75752b42bdb1de1e3f300505cd9a91c8d7cfb62da1 | 31% | غير معروف | 1 |
| 64 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_lowconfig_2ff43d430d17fc22211a61f924364e79392742a599234cff2b758071d0f776d4 | 31% | غير معروف | 1 |
| 65 | claude-sonnet-4-6 mini_swe_agent_claude_sonnet_4_6_highconfig_7a7d2700f41f08a7c77f117fa2528b852375d1ff9cd7edc244a6758602df8aca | 30% | غير معروف | 1 |
| 66 | gpt-5-5 mini_swe_agent_gpt_5_5_lowconfig_eddf24c4f45fdddd638382b42b744f61680535d051dea5acdeb9da97262471d0 | 27% | غير معروف | 1 |
| 67 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_lowconfig_bd9280382f7291b715a8d59bd21f92caca736754aea139b7257112f4d58b1a58 | 24% | غير معروف | 1 |
| 68 | gemini-3-1-pro-preview mini_swe_agent_gemini_3_1_pro_preview_highconfig_5ab1cfce9a0ab268f572bfcda041482ea856d2d71f2155ab18a1fed803987d6d | 12% | غير معروف | 1 |
| 69 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_mediumconfig_6f12c6f06fbb79da94ca98267c419407731951297057e438fbfed83e8fac354d | 11% | غير معروف | 1 |
| 70 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_lowconfig_4c1aa5736b934cbb1c18d21f67ab505d0157d5aa73c579ba0c4737f1dab87dfa | 2% | غير معروف | 1 |
أدلة المستكشف
FrontierCode
المصادر مختلفة؛ تُعرض بشكل منفصل، ولا تُجمع أبدًا في متوسط. رُصدت في ؛ صالحة حتى .
| الترتيب | التكوين | القدرة | عدم اليقين | العائلات |
|---|---|---|---|---|
| 1 | claude-opus-5-5_medium 2026-09-22config_90499d2a1f50ddc00ff8c1c68be58d73783300e7340eeedac5fe2d8cd4fd40ba | 55% | غير معروف | 1 |
| 2 | claude-fable-5_unknown 2026-06-09config_2687d157270f72d022ef9d602e76ea269ae5bbe66b7062f45d9519682576e6bc | 53% | غير معروف | 1 |
| 3 | claude-opus-5_max 2026-07-24config_01ae91077ba9150d840277a7e0fae15a73827719e0ba224bbba0bcd68fcff8fd | 53% | غير معروف | 1 |
| 4 | gpt-6-astra_max 2026-09-03config_3908ce8b0cfc8880b5377d99a32b9613c8f09ed7a7a7183bf560bcdd786ee0bb | 53% | غير معروف | 1 |
| 5 | claude-sonnet-5-5_xhigh 2026-09-28config_c8ee8e119935ab0d9704857eb2a639aeba26b58e63ddce2417cbdb43d8b826a5 | 52% | غير معروف | 1 |
| 6 | claude-fable-5-1_medium 2026-09-01config_766d77cd2cc468aa22a3b82b7ca4c80c53738534b6e94dc98a1bedc71520717b | 51% | غير معروف | 1 |
| 7 | gpt-6.1-sol_medium 2026-09-29config_813cd1d07d0def8f942f9d3a553db84f1e6cadceb3148bd682945d0778582d34 | 50% | غير معروف | 1 |
| 8 | swe-2_max 2026-09-10config_fcf75fae7bddd18c493e261670a9e42da4ea61eb266e213af94cb0cc4eddf988 | 50% | غير معروف | 1 |
| 9 | gpt-6-sol_max 2026-09-22config_6675e750a5409e535610dc739112c7e78133adcad0a05e81c34f3b8f68b8ed2a | 49% | غير معروف | 1 |
| 10 | grok-4.6_unknown 2026-08-12config_6f19456a4f118a4b3c66a978bb3ba438e8c520a2aab0e4b97f910bbeb57e5c3a | 48% | غير معروف | 1 |
| 11 | grok-4.7_unknown 2026-09-21config_7dcc189def701430024d662238b80569cc314c0b26ea0ab72260bea83bbff860 | 48% | غير معروف | 1 |
| 12 | gemini-4-argon_medium 2026-09-30config_44949c993f4c3cd97c101e235417e3ff252439a7826ccff54b9f3f3749839d95 | 48% | غير معروف | 1 |
| 13 | gpt-5.6-sol_unknown 2026-07-09config_17bd8197f3fd1a6dedb58a378cdf0895baf1b2a851d5854654a0c98850bba753 | 47% | غير معروف | 1 |
| 14 | claude-opus-4-8_unknown 2026-05-28config_e749e354200461935a7ea9ae57b004b4e1f125109bb0bd8de48c32a13eebb614 | 47% | غير معروف | 1 |
| 15 | claude-haiku-5-5_max 2026-10-07config_a68821c2c10661f545d7e609b739f19a781c52369b9eaba77eaccf147ff5c4fb | 46% | غير معروف | 1 |
| 16 | kimi-k3_unknown 2026-07-16config_5f807dbaeaa3f031f58ad044b8844ec9ef389ab36b3912602fc7d561ae9d853f | 44% | غير معروف | 1 |
| 17 | deepseek-v4.1-flash_high 2026-09-09config_61a32fe590eab15d5efcb1ba83333d817aee5d9fe0f91b42af1d47ac69312d9a | 44% | غير معروف | 1 |
| 18 | gemini-3.7-flash_unknown 2026-08-13config_979ea3f491ea0ce4d1592c2fd14fdd2c6614deca19982258189e852fab394a98 | 44% | غير معروف | 1 |
| 19 | gpt-5.5_unknown 2026-04-23config_1e208f4033ab491d49ba0d4b503ba2fe32291e9d6098f5d4d8f8e49626881b93 | 43% | غير معروف | 1 |
| 20 | claude-sonnet-5_unknown 2026-06-30config_418d28c0e375135ed44780ae367a2993f23a63fc87007d4b8db6dc5266872519 | 43% | غير معروف | 1 |
| 21 | grok-4.5_unknown 2026-07-08config_26c6959381309382a26d1cf08cc8cb0fe4f24b8d758ebb5d2c4ac13a6c1a98a4 | 42% | غير معروف | 1 |
| 22 | gpt-6-luna_max 2026-09-22config_5fc8d0b52c3b5a7b8683b5f976a6abbf7564672c93865747cd5919dfee8df554 | 42% | غير معروف | 1 |
| 23 | swe-1.7 2026-07-08config_0af4579c0b86d218359bc028ab6200f92b82904f90d1f39e668ac8f04c0d71e6 | 42% | غير معروف | 1 |
| 24 | gpt-5.6-terra_unknown 2026-07-09config_46ae875a3954f9177367781981a840741d7fecb6bd533f37236eadb15d6e1e0a | 41% | غير معروف | 1 |
| 25 | gemini-3.8-flash_medium 2026-09-02config_94836814a3db1b798ae86f92e20e5703f30f8b4141bb65b1c40d102973dc9b0b | 41% | غير معروف | 1 |
| 26 | glm-5.3_max 2026-08-14config_e719512e6468a1452cb307be4752ef8a015ab1d5d3f3dcf6e1e101537c2eca99 | 40% | غير معروف | 1 |
| 27 | gpt-5.6-luna_unknown 2026-07-09config_e9c34ce3587902bc4450dbe8a5810efe724222888ca3811c588b2672f99350f7 | 40% | غير معروف | 1 |
| 28 | mistral-large-4-0_high 2026-10-06config_dd8433e8032d4e3d4cbe931149d41351c90cf2bda2fcbf2efc093973f704718a | 39% | غير معروف | 1 |
| 29 | claude-opus-4-7_unknown 2026-04-16config_21128ad78dc713b9bd8c2c4e5785f2df83bd2f60bb7b528d3f0e729d08305bae | 39% | غير معروف | 1 |
| 30 | gemini-3.6-flash_unknown 2026-07-21config_ddc097c573d7683ddb36928a79826c1c7f1a5ca85c27242b5c4ab90445a76d94 | 34% | غير معروف | 1 |
| 31 | glm-5.3-flash_max 2026-08-20config_4152f2f8d194fe4b83c3a222bedc39286e4dd8895b2ed2d4e8e99a4ce261c88e | 32% | غير معروف | 1 |
| 32 | kimi-k2.7-code 2026-06-12config_31ed039d75fd33b1057b150e5c418bd51423d38b8c7df9f78ce69ac1eb40d1dd | 30% | غير معروف | 1 |
| 33 | deepseek-v4-pro-0813_high 2026-08-13config_8a7e5239c8019349859cad629bfdf4bb15c9526124b744bcffc33b0132d38ce9 | 29% | غير معروف | 1 |
| 34 | gpt-5.4-mini-2026-03-17_unknownconfig_a1a7e4c8bd25d82dbdff30aac9a30694bcf9ddf729a11c7acbe2de38ab6b594b | 27% | غير معروف | 1 |
| 35 | claude-opus-4-6_unknown 2026-02-05config_e7abe35fbe8b8380a7ed4bd066f441d3c556b93518c20c7dee0040dc10f6c057 | 27% | غير معروف | 1 |
| 36 | Composer 2.5 2026-05-18config_b97fd425f2526368e32ded2bdd621c90584703dd47438cbae1a93b378413ba24 | 26% | غير معروف | 1 |
| 37 | glm-5.2_none 2026-06-16config_1cf4f3a461cabc583aa1fd99528a9a49cb7ad51c8bf54b17b41aa166067db96e | 25% | غير معروف | 1 |
| 38 | claude-sonnet-4-6_unknown 2026-02-17config_d16ff9a95d6839c1a8010ea4b24eaba8ce434289cba69a318f262bbddda8e0bb | 24% | غير معروف | 1 |
| 39 | deepseek-v4-flash-0731_unknown 2026-07-31config_1741249f61e43d5e0775aee38cdd65856748f0494f277058d9aade01fb20ef12 | 19% | غير معروف | 1 |
| 40 | deepseek-v4-pro_none 2026-04-24config_0ec4386dd9cf763f25ad6463b4a4d9b24d51c2e322a61f5edc47e696326a88f1 | 18% | غير معروف | 1 |
| 41 | MiniMax-M3 2026-06-01config_fda1b5b794f636b1d632482936703d0882563edabfbdf6da15e1963b0c25d0fa | 15% | غير معروف | 1 |
| 42 | Inkling 2026-07-15config_2935bdf11dec76c7f9a65156ca62b11fc810ba21a9180eed041f73b855bc0ff7 | 14% | غير معروف | 1 |
| 43 | nemotron-3-ultra 2026-06-04config_ebc11e1c77c17935419f5c1b0f3e6353aca617bb1d1a067d09b9de75b28ed314 | 14% | غير معروف | 1 |
| 44 | qwen3.7-plus 2026-06-02config_cfeeedc2c510d32d19e1045147c700762bec5ac62becc634ee0c0cbba69886c5 | 10% | غير معروف | 1 |
| 45 | swe-1.6 2026-04-07config_d2e00c33cb950bbd93c737b50cbdb921b656d56f3197311fd977d43ca7580864 | 9% | غير معروف | 1 |
| 46 | mistral-medium-2604 2026-04-28config_08f48de2f9787685aeb85fb80598d6df7be8e10ee16d859266f3dee6ead8064c | 8% | غير معروف | 1 |
أدلة المستكشف
LiveBench agentic coding
المصادر مختلفة؛ تُعرض بشكل منفصل، ولا تُجمع أبدًا في متوسط. رُصدت في ؛ صالحة حتى .
| الترتيب | التكوين | القدرة | عدم اليقين | العائلات |
|---|---|---|---|---|
| 1 | deepseek-v4.1-flash-max livebench-agentic-coding:deepseek-v4.1-flash-maxconfig_a3f3f48128015b7048dc83697f2bfe8f012daa73f5ffa11178ec46caac6e0045 | 100% | غير معروف | 1 |
| 2 | claude-opus-5-5-max-effort livebench-agentic-coding:claude-opus-5-5-max-effortconfig_623424b00ad7bf3ec909007676ec6f8473696f7c7356df518cb7c6a367bab583 | 91% | غير معروف | 1 |
| 3 | claude-fable-5-1-max-effort livebench-agentic-coding:claude-fable-5-1-max-effortconfig_e61c4784e49f2ae6ebee18a6898684480b342962e8c12b229bbcdcb3ee90aa74 | 81% | غير معروف | 1 |
| 4 | claude-opus-5-5-xhigh-effort livebench-agentic-coding:claude-opus-5-5-xhigh-effortconfig_44e877a45e05f65cfc614cff579a28937df62aeb0cce06842ef15f643a03f651 | 80% | غير معروف | 1 |
| 5 | claude-opus-5-max-effort livebench-agentic-coding:claude-opus-5-max-effortconfig_fa03387b80782426a0083d86224b364186421f9f6475c7f7af53980146d2f4c4 | 79% | غير معروف | 1 |
| 6 | deepseek-v4-flash-vision-exp livebench-agentic-coding:deepseek-v4-flash-vision-expconfig_2f5283742b3da15d7054dd4c988df126247e4dd355031c2f5ce11bb9ef2217c3 | 79% | غير معروف | 1 |
| 7 | qwen3.8-max livebench-agentic-coding:qwen3.8-maxconfig_26d1a7c978290d54d7ef0eabebeaf9c0d1ce39c50082e92678df53715048bfbc | 79% | غير معروف | 1 |
| 8 | smaug-agentic livebench-agentic-coding:smaug-agenticconfig_67ad1d94b2e3e15e9350f6cbaeb2b779ea72938ddd0cfd5bbe55b326a9af3973 | 79% | غير معروف | 1 |
| 9 | muse-spark-1.3-xhigh livebench-agentic-coding:muse-spark-1.3-xhighconfig_27796316611daaff0f2c0d9c95585ae1251e0dc908250b7fa937ae1b56fd5b2a | 78% | غير معروف | 1 |
| 10 | muse-wonder-1.0-max livebench-agentic-coding:muse-wonder-1.0-maxconfig_d700d6c3add4e420345c60eb09730cc20a080f90620fb94130885fdc0ad67e67 | 75% | غير معروف | 1 |
| 11 | kimi-k3 livebench-agentic-coding:kimi-k3config_3c44623be11a035903d5f110f1ef71d07c0e9527362cc1140d7af0b1aad175d0 | 74% | غير معروف | 1 |
| 12 | claude-fable-5-max-effort livebench-agentic-coding:claude-fable-5-max-effortconfig_dcebf770950f840525905cfd4cf209b75af292cc15028f199a71012506b8670b | 74% | غير معروف | 1 |
| 13 | qwen3.8-flash-next livebench-agentic-coding:qwen3.8-flash-nextconfig_4a92826c1f8edba2a821b99891d25bdc1177117a1e0ff6a16ac7b02505331156 | 73% | غير معروف | 1 |
| 14 | qwen3.8-27b livebench-agentic-coding:qwen3.8-27bconfig_92f7a920aed94c8ff82916197320f4206f4e12206d8847aab897861be0e1e7aa | 73% | غير معروف | 1 |
| 15 | smaug-flash livebench-agentic-coding:smaug-flashconfig_7c7be6bb607f705ae5e1c71de96a36378ff23218a49b2a1bb8300ccc8e4a1b95 | 72% | غير معروف | 1 |
| 16 | glm-5.3 livebench-agentic-coding:glm-5.3config_5012de9feced966a8ccc1480e05037cbe594c1bfa695e86c08bd7d3ecf4be8cb | 72% | غير معروف | 1 |
| 17 | smaug-mini livebench-agentic-coding:smaug-miniconfig_0ba097f94061fab8ecdb9f4f985ed096d19d6b4c3cad10094d01c3cf09bd81ca | 72% | غير معروف | 1 |
| 18 | claude-sonnet-5-xhigh-effort livebench-agentic-coding:claude-sonnet-5-xhigh-effortconfig_43a9cabf932f32a8fd6429e849f209b92fee99c00b1af2f130861fabf8759be4 | 70% | غير معروف | 1 |
| 19 | muse-spark-1.1-xhigh livebench-agentic-coding:muse-spark-1.1-xhighconfig_5bfd425c9188db5ba59751d48dc93c77f1f0e88472b5457fa33c17290bd9d6f6 | 68% | غير معروف | 1 |
| 20 | gemini-3.7-flash-high livebench-agentic-coding:gemini-3.7-flash-highconfig_fb0cc6574ed6ac7ffdf69a8b7c28eebaa2789283a43c989d28c70ed4f5d8ba38 | 68% | غير معروف | 1 |
| 21 | muse-spark-1.2-xhigh livebench-agentic-coding:muse-spark-1.2-xhighconfig_9160731edb105c8a8b3bcd5cda3e79956fe3317b3523ed3d7757352ab9183cf4 | 66% | غير معروف | 1 |
| 22 | gpt-6-astra-max livebench-agentic-coding:gpt-6-astra-maxconfig_42a8b34ee9a4f138e063b1183909272846b4a1e63e5df2ce174ae8eea006b8c6 | 66% | غير معروف | 1 |
| 23 | mistral-large-4-high livebench-agentic-coding:mistral-large-4-highconfig_44e285c637d9552f68349686007879336b5415c6bda58f4101298f9621edd59c | 66% | غير معروف | 1 |
| 24 | claude-haiku-5-5-max-effort livebench-agentic-coding:claude-haiku-5-5-max-effortconfig_4a733a5bd5af122eb57fba1cb64e4885aeb57514c6f5df227e9e3113e9fbdd25 | 66% | غير معروف | 1 |
| 25 | grok-4.6 livebench-agentic-coding:grok-4.6config_66e38e59192d3478e63c4c1b1a7f73ee6766beefaf61ff0a360b1f8e615d4aac | 66% | غير معروف | 1 |
| 26 | gpt-6.1-sol-xhigh livebench-agentic-coding:gpt-6.1-sol-xhighconfig_5f57290c240f2bc5bee9802b989fd3c1977026ea5cf1c2b3b90ce00de7c169b9 | 65% | غير معروف | 1 |
| 27 | glm-5.3-flash livebench-agentic-coding:glm-5.3-flashconfig_f2d90fa000d69788d8ba7c27f25f4a7c709b0392d758776a53c7b6fcafca4aa1 | 65% | غير معروف | 1 |
| 28 | grok-4.5 livebench-agentic-coding:grok-4.5config_e9fee7d161eab1a6a13dbba4437ec82529c71beffa6065c021e96213a7ce1402 | 65% | غير معروف | 1 |
| 29 | claude-sonnet-5-5-max-effort livebench-agentic-coding:claude-sonnet-5-5-max-effortconfig_c8a3216833070fac26546922f11e7510e41f719fb1159ebd788aabfb4de7d67f | 64% | غير معروف | 1 |
| 30 | gpt-5.6-sol-max livebench-agentic-coding:gpt-5.6-sol-maxconfig_f2b299001d72eaf68e7ae779b7f29eb19c55590f8023553b74abcc8f2bfff556 | 64% | غير معروف | 1 |
| 31 | gpt-5.6-terra-max livebench-agentic-coding:gpt-5.6-terra-maxconfig_58e8d9d93f31d32dc713de617c9fabcce4f1c51501460215d332544ec8523c9d | 62% | غير معروف | 1 |
| 32 | deepseek-v4-pro-0813 livebench-agentic-coding:deepseek-v4-pro-0813config_b1ef602b63ec31a0274aea5b9c159ba86374059f9304b8eb427021c54b71febc | 62% | غير معروف | 1 |
| 33 | gpt-6.1-sol-max livebench-agentic-coding:gpt-6.1-sol-maxconfig_82e08e3f15c94e36919fd9156e552d54f5e51b402e0279d32ea3a46f06a063be | 61% | غير معروف | 1 |
| 34 | gemini-3.8-flash-high livebench-agentic-coding:gemini-3.8-flash-highconfig_5e651bc83d7908ab3a82f9c4e3abbfcb80c833bd97d5a51f6b15d46d7a3284d8 | 61% | غير معروف | 1 |
| 35 | grok-4.7-xhigh livebench-agentic-coding:grok-4.7-xhighconfig_dd6eb5fafb9fe66d1b28f8ca1764d18b2015f4c45cc5382013f88c19f54b7772 | 60% | غير معروف | 1 |
| 36 | gpt-5.5-xhigh livebench-agentic-coding:gpt-5.5-xhighconfig_f33b6bda00ff309df0ae96b94b139e89627e355cab0fda45ba69be2dea74444c | 60% | غير معروف | 1 |
| 37 | gpt-5.4-xhigh livebench-agentic-coding:gpt-5.4-xhighconfig_1cd35baf86058bbcb067d9230953ec4ea959b7fce959ffe1cb4caeefcb7259e2 | 60% | غير معروف | 1 |
| 38 | gpt-6-sol-max livebench-agentic-coding:gpt-6-sol-maxconfig_cff5173a77e25ec1878a770fdc5028856f9c8b5b2c1e73112740fb3c23a4b9e9 | 58% | غير معروف | 1 |
| 39 | ox-alpha-max livebench-agentic-coding:ox-alpha-maxconfig_32d6a5b3871bde90f48e9324210bdd27b7faa9cee90cf595e9e37c5ecc755eea | 58% | غير معروف | 1 |
| 40 | glm-5.2 livebench-agentic-coding:glm-5.2config_4263018f36603403a9ce293938692fe616138032641eac7fd56b42a11e988ed0 | 57% | غير معروف | 1 |
| 41 | claude-haiku-5-5-xhigh-effort livebench-agentic-coding:claude-haiku-5-5-xhigh-effortconfig_5951b361a7f236fd36757bbf3578a59742635d32b18aa25339eafe74293ae5e1 | 56% | غير معروف | 1 |
| 42 | gpt-6-luna-max livebench-agentic-coding:gpt-6-luna-maxconfig_b62038a08bf31d47cda50b8f9fa85bcef25deb9bc5e754a1a56da8c7f0ad8d0e | 56% | غير معروف | 1 |
| 43 | claude-opus-4-7-xhigh-effort livebench-agentic-coding:claude-opus-4-7-xhigh-effortconfig_c4ae48ff9433a87a1a6358ecb69351665798f780ba7ffdb21d03307cd0c99084 | 55% | غير معروف | 1 |
| 44 | claude-opus-4-8-max-effort livebench-agentic-coding:claude-opus-4-8-max-effortconfig_ed201395926551ba01bdcbb0ab6747cb22040dc95c8d9c9a42e6695543f895c6 | 54% | غير معروف | 1 |
| 45 | gpt-5.2-2025-12-11-high livebench-agentic-coding:gpt-5.2-2025-12-11-highconfig_5da2e1e74c881e85fa6e95e1e86ff95f66d2b4db3bcb782d47569d8c2f86f188 | 54% | غير معروف | 1 |
| 46 | inkling-xhigh livebench-agentic-coding:inkling-xhighconfig_210d4d63755602d853e3b391fcb8f9a03ae30508cd764711bf00d4f4d91478ba | 53% | غير معروف | 1 |
| 47 | gpt-5.2-codex livebench-agentic-coding:gpt-5.2-codexconfig_9361dcf948767508f060bd9b9435f00af0488858ffd4a34a05f051154714f14d | 53% | غير معروف | 1 |
| 48 | gemini-3.5-flash-high livebench-agentic-coding:gemini-3.5-flash-highconfig_519f10ce6dfa986f913e0a8b676529d9f942ca65529e5fc665ea999caf5d643d | 52% | غير معروف | 1 |
| 49 | claude-opus-4-6-thinking-auto-high-effort livebench-agentic-coding:claude-opus-4-6-thinking-auto-high-effortconfig_ded52f2edda6edd0f39efbf69e8c01653594e4a09fe06169692cc3171fbbfc7e | 52% | غير معروف | 1 |
| 50 | gpt-5.6-luna-max livebench-agentic-coding:gpt-5.6-luna-maxconfig_e3f67054973eae8d12055b2087d7828e8517edd8169c113ed014233ec9ab4cdc | 51% | غير معروف | 1 |
| 51 | kimi-k2.6-thinking livebench-agentic-coding:kimi-k2.6-thinkingconfig_f677d1d6c5a69e5214ea5163c28aef1da8b5a2adb2b6cc8b4add29a27be23c44 | 48% | غير معروف | 1 |
| 52 | deepseek-v4-flash-0731 livebench-agentic-coding:deepseek-v4-flash-0731config_2056e61855394ea265f638b65933e2ddceee64a6bdae1084b01b7d1c98e90440 | 48% | غير معروف | 1 |
| 53 | gpt-5.4-nano-xhigh livebench-agentic-coding:gpt-5.4-nano-xhighconfig_3e97d54bcf0ae865763a710c3fa4a4dc79fb5ebad56e761fcb2667d5f6d315b9 | 48% | غير معروف | 1 |
| 54 | grok-build-0.1 livebench-agentic-coding:grok-build-0.1config_17213fd3b89188a50a3c410f0cd97fe95586bdf87f092d2b406d2942d5c45627 | 46% | غير معروف | 1 |
| 55 | kimi-k2.7-code livebench-agentic-coding:kimi-k2.7-codeconfig_0c53be86b5d3dd18a9cc284369998d3b5352e86cf821e466f2b774fa8dd53eb1 | 46% | غير معروف | 1 |
| 56 | gemini-3.5-flash-lite-high livebench-agentic-coding:gemini-3.5-flash-lite-highconfig_c13b9e922644048fd62e73f75e8cb23e5d51960a9e3e7e88e26f9ee985c95e00 | 45% | غير معروف | 1 |
| 57 | gemini-3.1-pro-preview-high livebench-agentic-coding:gemini-3.1-pro-preview-highconfig_31ea798c91e15a1273c3aa128a89c3d99da42d7f87c53d5b092dd590d5d0e272 | 44% | غير معروف | 1 |
| 58 | qwen3.7-max livebench-agentic-coding:qwen3.7-maxconfig_526c723601680bbd21f0d26b39723e28b38ed8ed5236854c5cdd8a7937214a07 | 43% | غير معروف | 1 |
| 59 | gemini-3.6-flash-high livebench-agentic-coding:gemini-3.6-flash-highconfig_414ce51dc9cbb1149cfb361e38ceff9fff80dfeef3dd30a9bc476bf1daac4beb | 42% | غير معروف | 1 |
| 60 | claude-sonnet-4-6-thinking-auto-medium-effort livebench-agentic-coding:claude-sonnet-4-6-thinking-auto-medium-effortconfig_45f4a5f474ac65b466de3a1bb6e0574f3296076c1dec393c3e9968340b9274ed | 41% | غير معروف | 1 |
| 61 | deepseek-v4-pro livebench-agentic-coding:deepseek-v4-proconfig_69a8e6cf4d12564ee0b66d77c6bd5690116f378b1286c0e07b1956d455122b92 | 41% | غير معروف | 1 |
| 62 | gpt-5.4-mini-xhigh livebench-agentic-coding:gpt-5.4-mini-xhighconfig_17d661fd889b3b6b7de1d2cf8f160a857b8f126cf7cb8b3cbd4ba6836a61b241 | 39% | غير معروف | 1 |
| 63 | qwen3.6-plus livebench-agentic-coding:qwen3.6-plusconfig_a19b51c76a73ae2388dd7d025d3f04ece42cfbe48a8687b2b10e5ba04090d6b3 | 39% | غير معروف | 1 |
| 64 | minimax-m3 livebench-agentic-coding:minimax-m3config_70308968d63164d37ff3ab52d90f9b7371ff2e67a139e2831c42316b13a8f7ec | 38% | غير معروف | 1 |
| 65 | claude-opus-4-5-20251101-thinking-64k-high-effort livebench-agentic-coding:claude-opus-4-5-20251101-thinking-64k-high-effortconfig_90acaf2f301fca6bb200adc25a7bbc02f60b38f9fd69aeb3108a3efc4549a896 | 36% | غير معروف | 1 |
| 66 | claude-sonnet-5-5-xhigh-effort livebench-agentic-coding:claude-sonnet-5-5-xhigh-effortconfig_e921269ddad45a601aeab57c06fe011fda91305085dfaecd382482a7e1abf63b | 35% | غير معروف | 1 |
| 67 | qwen3.6-27b livebench-agentic-coding:qwen3.6-27bconfig_a4613216c98e96a740df9aa99206df2177d766124e35a4ff8fc983fe8b33cef1 | 35% | غير معروف | 1 |
| 68 | nemotron-3-ultra-550b-a55b livebench-agentic-coding:nemotron-3-ultra-550b-a55bconfig_c4e39dd53ca9e460399d4e08d0be1f20632d8481fb1f0b1ce70267f9dcc29f2b | 34% | غير معروف | 1 |
| 69 | deepseek-v4-flash livebench-agentic-coding:deepseek-v4-flashconfig_cb8b3b1bc3c4d2cd9fd891b40959f91faca99d85fb611bf5efbff613f644da54 | 33% | غير معروف | 1 |
| 70 | nemotron-3.5-lightning-30b-a3b livebench-agentic-coding:nemotron-3.5-lightning-30b-a3bconfig_b1b688f7f0f9bec6b0344ebf538a77007d9d3cb34df96b8ef759830f0858b3d7 | 2% | غير معروف | 1 |
| 71 | grok-4.3 livebench-agentic-coding:grok-4.3config_de3dfd64073bdada42dd848c34a68abad02091bfe4d48421a0ee5121140931ff | 0% | غير معروف | 1 |
أدلة المستكشف
SWE-rebench
المصادر مختلفة؛ تُعرض بشكل منفصل، ولا تُجمع أبدًا في متوسط. رُصدت في ؛ صالحة حتى .
| الترتيب | التكوين | القدرة | عدم اليقين | العائلات |
|---|---|---|---|---|
| 1 | Fable 5 [high] swe-rebench:Fable 5 [high]__toolsconfig_4e7f75da05439b3642933e9e555d35f601be606b56be74f249c84b75c72c7285 | 65% | غير معروف | 1 |
| 2 | Grok 4.5 [high] swe-rebench:Grok 4.5 [high]__toolsconfig_4a0a36facd4c84472b72c62315364c005e7905eb5e714da1268a9e10704329fa | 64% | غير معروف | 1 |
| 3 | Opus 5 [high] swe-rebench:Opus 5 [high]__toolsconfig_e87585e983bf07a6c02dd9e122ee8c2ae6f5871b7d00cf81ae3e56adc6c74466 | 63% | غير معروف | 1 |
| 4 | GLM-5.2 [high] swe-rebench:GLM-5.2 [high]__toolsconfig_31790c4ce133091479f0e475b3c27f17707bca63b16038b982c4a5d619781022 | 63% | غير معروف | 1 |
| 5 | GPT-5.6 Sol [medium] swe-rebench:GPT-5.6 Sol [medium]__toolsconfig_fd0af5a9ef00c56831263638b341da9cf910d665474da73ea958d614ed9b2973 | 62% | غير معروف | 1 |
| 6 | Junie swe-rebench:Junie__toolsconfig_19dd924a998d790e3430cbf19f065f410d0becb402d0a54ff47187d54449d6a8 | 62% | غير معروف | 1 |
| 7 | Claude Code swe-rebench:Claude Code__toolsconfig_7097e56f2e9fd36c0bb8cfd5de2bdd1955c6c94706e13288dcf955eef65c38ff | 60% | غير معروف | 1 |
| 8 | Codex swe-rebench:Codex__toolsconfig_2503d09994edcf16bdf3fe21d749c4472d6a66f7df09489754741fad26b321f8 | 58% | غير معروف | 1 |
| 9 | Sonnet 5 [high] swe-rebench:Sonnet 5 [high]__toolsconfig_9f982bb8a565d848359fa715eb45b07fabf7e4f8ef2af465ef1db26476524069 | 57% | غير معروف | 1 |
| 10 | Cursor swe-rebench:Cursor__toolsconfig_26a283926b59a657126e00e3aa5950ed50b55d8f192325c2a0bf6ac79ece30de | 52% | غير معروف | 1 |
| 11 | MiniMax M3 swe-rebench:MiniMax M3__toolsconfig_880d9ea0f0cb2554866d99d48bbc0369bee8d93f574e75e1e6d8c2980362d2a7 | 47% | غير معروف | 1 |
| 12 | MiMo V2.5 Pro swe-rebench:MiMo V2.5 Pro__toolsconfig_94baade9cb08003b0121bfcef2b4c713b9f593a25855407b4cf4cb6d84b30a21 | 46% | غير معروف | 1 |
| 13 | GPT-5.6 Luna [medium] swe-rebench:GPT-5.6 Luna [medium]__toolsconfig_60a6476cf22eb1bb99856c673a62c0707918e28ff9c5fa48b7dd91c60084e487 | 44% | غير معروف | 1 |
| 14 | DeepSeek-V4 Pro [high] swe-rebench:DeepSeek-V4 Pro [high]__toolsconfig_cd306ea55772d6cddc152bf079e0a2caf9ad5196e75005290fb2ccf874735648 | 40% | غير معروف | 1 |
| 15 | Qwen3.6-27B swe-rebench:Qwen3.6-27B__toolsconfig_69ba7e04be3a3d97010f1c48f1491d2bee2976fa3ab917418a543bb819d4a19e | 31% | غير معروف | 1 |
| 16 | Qwen3.6-35B-A3B swe-rebench:Qwen3.6-35B-A3B__toolsconfig_030863e97e67f3c828545b380b319c8dc864d169055be74829235acb7d61e71b | 25% | غير معروف | 1 |
| 17 | Qwen3.5-35B-A3B swe-rebench:Qwen3.5-35B-A3B__toolsconfig_7e7a00e9aad734a48f0ad69fe3418df9a606e2eec0fe99859cf7a9fcc2c8c7ca | 17% | غير معروف | 1 |
أدلة المستكشف
Terminal-Bench 4.0
المصادر مختلفة؛ تُعرض بشكل منفصل، ولا تُجمع أبدًا في متوسط. رُصدت في ؛ صالحة حتى .
قارن بين الإعدادات في هذه المجموعة
لا توجد أدلة مستقلة كافية لتكوين مجموعة أعلى
- لم يتم التحقق من معايرة النتائج
- تداخل الإعدادات أقل من الحد المطلوب
- تغطية عائلات المعايير المستقلة أقل من الحد المطلوب
إعداد النموذج · موجّه مباشر
استكشافي - لم يُصنَّف فائزًا بعدrg-coding-general-model-configuration-direct-prompt-model-configuration-v1أدلة المستكشف
SciCode
مصدر واحد. رُصدت في ؛ صالحة حتى .
| الترتيب | التكوين | القدرة | عدم اليقين | العائلات |
|---|---|---|---|---|
| 1 | claude-opus-5-5_max 2026-09-22config_58b43df56ccdb3b49c290ea5a3f5bd304edde074bd05a97e4267a309a93d13e7 | 67% | غير معروف | 1 |
| 2 | claude-opus-5-5_xhigh 2026-09-22config_fed93fc128e73cfa299ef9faa5ea0c9d7412ce600e47588325846e1e46ca16b2 | 65% | غير معروف | 1 |
| 3 | gemini-4-carbon_high 2026-10-28config_bb5251f498efd88d100369ec4c0b3dc4461e6e0ae9ec161a5221367ccc0d71e7 | 64% | غير معروف | 1 |
| 4 | claude-fable-5-1_max 2026-09-01config_0fb3f03e52dd04e1e410fcb6fcbf3895aa0c0e4c2a75830e44bbc9a24a60a0a3 | 63% | غير معروف | 1 |
| 5 | gemini-4-argon_high 2026-09-30config_207f9c411d59bcde3bf970e7af83b7b5f6288b7dfbdef7e1a2ad4ee5dfb97f6d | 62% | غير معروف | 1 |
| 6 | claude-fable-5_max 2026-06-09config_8d34c7dd565f0a64b9d80273b41cbbdfa54d2e2a9f8e5b9fc3802846f3aa05c4 | 61% | غير معروف | 1 |
| 7 | claude-sonnet-5-5_max 2026-09-28config_9499c796f8ceb4ebf985bc887d35fb22dc78ba4d9a16755163b719f5f7f14df1 | 61% | غير معروف | 1 |
| 8 | mimo-v2.6-pro 2026-09-21config_2054231b5b558c35832f9e1c97ef252e65b94c160d010cf32625f3ae3b697e00 | 61% | غير معروف | 1 |
| 9 | claude-fable-5-1_xhigh 2026-09-01config_d48a892c08a1da22463a0547f533e77e0097c98af2ee315884384c432ba7bedb | 61% | غير معروف | 1 |
| 10 | kimi-k3.1-pro_unknown 2026-10-23config_43da3ed478dd5d438ee5c9247d39b75d75b6914dc612747a0d7aa2070a5ffa8b | 61% | غير معروف | 1 |
| 11 | claude-opus-5-5_high 2026-09-22config_5e2eeaba85ad807c94176165ba344bfe287e8963cb59e6470a58cbcdb6b84809 | 60% | غير معروف | 1 |
| 12 | muse-wonder-1.0_max 2026-10-12config_0da0a9414492e7b8092eef021a4da80d6d52c5c43c3b5d69c8d837d10b9cf6cf | 60% | غير معروف | 1 |
| 13 | gemini-3.7-flash_medium 2026-08-13config_f23a2989c021a0521977017290b5fc5dadc083222007c07593dff7d1b7c0c21d | 60% | غير معروف | 1 |
| 14 | muse-spark-1.3_xhigh 2026-09-02config_1501233e0a353907564f0b0065bffa7d95613131903c948c969957dd8cf05f50 | 60% | غير معروف | 1 |
| 15 | kimi-k3_max 2026-07-16config_d707a33ef8e8b94ed2cdf47b839b4e654183a727a95543e4e877618d832b2112 | 59% | غير معروف | 1 |
| 16 | claude-opus-5-5_medium 2026-09-22config_712615b07be9e67bd8bdc35448a271c534199a766fd31bc41dd5517af4f528dd | 59% | غير معروف | 1 |
| 17 | glm-5.3_max 2026-08-14config_9b0205d7ef18d1ac04522fff944fe42e2b0b2d72f282ffbbecff5ac70877e585 | 59% | غير معروف | 1 |
| 18 | step-5-preview_unknown 2026-09-18config_bdf4856c7934b836ce742a9b876094f7a53a68aabb69d91e776432c75f0b52b8 | 59% | غير معروف | 1 |
| 19 | muse-spark-1.1_xhigh 2026-07-09config_01ffd2400828a6f67637d09c850fc15b0d6e2251d5bf0568eb9e02206abbec2a | 59% | غير معروف | 1 |
| 20 | muse-spark-1.3_max 2026-09-02config_201318b66046774023ebae7370d1d01bd091224d339f0662bb73ebfe75e902e6 | 59% | غير معروف | 1 |
| 21 | muse-spark-1.1 2026-07-09config_6680c7d899264ddc8f1d2f7d9f6853c6228654243b1a5537a6bb29a4ef3cc99e | 59% | غير معروف | 1 |
| 22 | claude-fable-5-1_high 2026-09-01config_16f71696764f52d525181a95ab21c6bd069be3307e1e86f976f79961cee4eae1 | 59% | غير معروف | 1 |
| 23 | gemini-3.1-pro-preview 2026-02-19config_76cb6b8fc4da622a11f59e9b038fb836eaadd1f9bffb7e86002237b552cc9843 | 59% | غير معروف | 1 |
| 24 | kimi-k3_unknown 2026-07-16config_c9aa04521808d1807739cae4874472c3e1b7bf1138f50ef1fd7b2827e58e79ae | 59% | غير معروف | 1 |
| 25 | claude-opus-5-5_low 2026-09-22config_c888e4c56160f0efc3bdef650c2acb0c40b23a35321bf89972c8276dd691d517 | 59% | غير معروف | 1 |
| 26 | Muse-Spark-Open-816B-A42B_xhigh 2026-10-15config_61677af594f9b7895cb17cc9c8983532b2b632468ab7d72c682a790917e31683 | 58% | غير معروف | 1 |
| 27 | gpt-5.6-sol_high 2026-07-09config_09dd4673bc766c763c65d49d602d243472ca2f09b3aaf81a1d208d39495fbcf8 | 58% | غير معروف | 1 |
| 28 | grok-4.7_high 2026-09-21config_59dc2870d2bf7381d4a12e03744ce477788ae035bba67cf1d0fdf5cd443929af | 58% | غير معروف | 1 |
| 29 | gpt-6-sol_max 2026-09-22config_a89bd445f30b3c6ba0948fca959b7de745da7aba56fa547de9f703d6f06b8339 | 58% | غير معروف | 1 |
| 30 | gpt-5.6-sol_medium 2026-07-09config_26692174c93318a353e8f900a3d0718cf761a0f3b2b1cd5d16ffa8205e822395 | 57% | غير معروف | 1 |
| 31 | muse-spark-1.2_xhigh 2026-08-05config_5e6983c6eeeefacddc058f3b40dc969f6fd2179e8b4ba0fec62bd042940b7d1e | 57% | غير معروف | 1 |
| 32 | grok-4.7_xhigh 2026-09-21config_aff501d3317f1cea99c1ceead9d3731a1c90bbfbbb4912d7a6dae65976efe0e9 | 57% | غير معروف | 1 |
| 33 | claude-sonnet-5-5_xhigh 2026-09-28config_5313a04a6568a5ad96dfb3a876cc988fd59e08ca49087e4a745039af299b1ef8 | 57% | غير معروف | 1 |
| 34 | gemini-3.7-flash_high 2026-08-13config_33f22ae7a384cd21402e26fda58a9e657505aa8cadbbc9e8067f860321792f8e | 57% | غير معروف | 1 |
| 35 | gpt-5.6-sol_xhigh 2026-07-09config_365e1900c8389cbd6cce2bb203de7828bcb4a6566159dface9865435032a800b | 57% | غير معروف | 1 |
| 36 | gpt-5.6-sol_max 2026-07-09config_754c0ab021ba6f8a46654f4bb97ea19533aabab5920731757714e1b600fb019c | 57% | غير معروف | 1 |
| 37 | claude-fable-5-1_low 2026-09-01config_95bffa1f536e6ca0f278ba25fb4b1ce84af1963f2a3de4d6e85e5b28d6b19165 | 57% | غير معروف | 1 |
| 38 | gemini-3.8-flash_high 2026-09-02config_4a24b550a22ac751cf70dc309ba28e0a8637c5d06c7c7ec8ed3209b6d5d425d7 | 57% | غير معروف | 1 |
| 39 | gpt-5.4-2026-03-05_xhighconfig_669ac29314d587df9c29b141b60d7f18b676f6c745cdec1c00fbdf054590d742 | 57% | غير معروف | 1 |
| 40 | gpt-6-astra_max 2026-09-03config_459ac8dc316851dc4e50c105aee8cd97974594979a58b278e5fc558abc01696a | 56% | غير معروف | 1 |
| 41 | grok-4.6_high 2026-08-12config_740edaa78ca55598fe4da4f3ec13156ec451e623fe87cd1c0001b17f4eb7830c | 56% | غير معروف | 1 |
| 42 | claude-fable-5-1_medium 2026-09-01config_57d65ffcb87aaa05af656e2575faae67b683730335706b1990e4b24a98d17a43 | 56% | غير معروف | 1 |
| 43 | gpt-5.6-sol_low 2026-07-09config_a144462859844e2b3836fc10c764249d8f7beacdeea07e54303302202497d4cd | 56% | غير معروف | 1 |
| 44 | claude-opus-5_max 2026-07-24config_d37ed7f2218f8db72bc665b7698b73d353a4c7b7f2f08e1fb26a6c337af15f1c | 56% | غير معروف | 1 |
| 45 | gpt-5.5_high 2026-04-23config_e5a59f69c290299c8fcec0331e4ddc88025c9d1e8c6bba4df7654586fdeb308d | 56% | غير معروف | 1 |
| 46 | deepseek-v4.1-flash-1017_max 2026-10-17config_86346a8a147355127f95ad4747427307541030b80b423cf4798676323e5fe554 | 56% | غير معروف | 1 |
| 47 | grok-4.6_medium 2026-08-12config_9fac37c35da2df6f815eb842df6451185c8264b25a3d38e375c62efae452cad6 | 56% | غير معروف | 1 |
| 48 | gpt-6.1-sol_high 2026-09-29config_1f8bb9cdde7bb4d960d11b71b5397d70d937ce9543309f6194a6d5537b70b0ac | 56% | غير معروف | 1 |
| 49 | gpt-5.5_xhigh 2026-04-23config_f41f84a695256fa2b7da8a9708d085bd63c9e933a320182dbae6416cd6c2a508 | 56% | غير معروف | 1 |
| 50 | gpt-6-astra_xhigh 2026-09-03config_94465539e3d47df6f6c3c832d881ff8ed9b5b6abd13cb9691430a68f11efedea | 56% | غير معروف | 1 |
| 51 | gpt-6.1-sol_xhigh 2026-09-29config_fa454b7cb5bb76cc0b0c3476496e4354263f80bd47a666dc0d78514ea8f64807 | 56% | غير معروف | 1 |
| 52 | gpt-6-astra_high 2026-09-03config_4a61134a89c8c322be80e423e6dad2ee46a2757c726c4d035f9985eb2118797c | 55% | غير معروف | 1 |
| 53 | gpt-6.1-terra_max 2026-10-26config_2f092ce13d02aad6944b9789eada627e1a216778e2b83f590148e9a08fdbdfa2 | 55% | غير معروف | 1 |
| 54 | gpt-6-sol_xhigh 2026-09-22config_97904dd97582cb55c03ff438ae1e44c03421a1c4f2b4770010962a2116891df3 | 55% | غير معروف | 1 |
| 55 | gemini-3.8-flash_medium 2026-09-02config_c95b66bb9fb419e08316645d00bcdd46e7ba251a460914264205200ae50d153c | 55% | غير معروف | 1 |
| 56 | claude-opus-5_xhigh 2026-07-24config_312386a3a2ba3625b9836322e87ace7d81d1f6e72e39756cb61b78b92c57360a | 55% | غير معروف | 1 |
| 57 | grok-4.5_high 2026-07-08config_6627d3698d23a77db1377ba90223df3c8b40d39fef1961f8a668172f30846503 | 55% | غير معروف | 1 |
| 58 | gemini-3.8-flash_low 2026-09-02config_9c599ae78680ea6d6aaa202c417f2ad8917745bff422f21c4a38932377425a45 | 55% | غير معروف | 1 |
| 59 | claude-haiku-5-5_max 2026-10-07config_be86aff981c838ad0f856c4bc46d4f4b4f4aa29fc55357326b66e9a3bde0cf0f | 55% | غير معروف | 1 |
| 60 | gpt-5.6-terra_max 2026-07-09config_ee67687c955bc9f26fc4db66d5f2cc4b55b08ccc28ec113eed5e34df38deb85c | 55% | غير معروف | 1 |
| 61 | grok-4.7_low 2026-09-21config_89e24dadedd1547e720a7187ef1f0fafe6f9921cee884413f90ebbe75b7743a3 | 55% | غير معروف | 1 |
| 62 | gpt-6-sol_high 2026-09-22config_cede3be5deb4df7e753b7817ad55218130ad31c0896193f50159949bb6c366a7 | 55% | غير معروف | 1 |
| 63 | gpt-6-luna_max 2026-09-22config_094f403a72365841df9ab1f46c22fa61ac61c04909e6b2e2f0ec085342959df4 | 55% | غير معروف | 1 |
| 64 | claude-opus-4-7_max 2026-04-16config_762f169f1a30ab912f52f0d6c4ff6e3bfab1e423fb035deee5c85a4291f012fe | 55% | غير معروف | 1 |
| 65 | gpt-5.5_medium 2026-04-23config_af6b5690f3be09f0c3060a270b1749f2a1e54019ada6c5e7ce17dd889a760615 | 55% | غير معروف | 1 |
| 66 | claude-sonnet-5_high 2026-06-30config_d7d03c544d0089d87a8cb982edd31216ad956b0ec19ddca334bd8df82882e6d0 | 54% | غير معروف | 1 |
| 67 | claude-opus-5_high 2026-07-24config_e9999c2aeeab0e14fcf36e83362dfeaf1edd3fec4048f59500790d96b703dc66 | 54% | غير معروف | 1 |
| 68 | gpt-6-astra_medium 2026-09-03config_4b222f5741b250aed06a506403d08dd0234e0cd90b24a24f9a33b8fafe0a33b9 | 54% | غير معروف | 1 |
| 69 | mistral-large-4-0_unknown 2026-10-06config_afb58c266c8a981d7ebeebc68802bea97c266dc891dd28016b34350e00d879b9 | 54% | غير معروف | 1 |
| 70 | gpt-6.1-sol_max 2026-09-29config_b43cfb6409de530a548099d6e799fa06d4e40cc964681a2a293cabdb99847976 | 54% | غير معروف | 1 |
| 71 | gpt-6-astra_low 2026-09-03config_2730aa242fabab2a424069b63462fdbc8362e5ba5ceec28bd9cc4057422ee7ba | 54% | غير معروف | 1 |
| 72 | claude-sonnet-5_xhigh 2026-06-30config_e5f43ffba18766872794753a2ee0324bb5a032dc17ba7878c2831a9e888a7cdf | 54% | غير معروف | 1 |
| 73 | gemini-3.5-flash_high 2026-05-19config_390526fd99a083b7192062a0cd537e06256b47ee7d3069129f616628b7cf8bde | 54% | غير معروف | 1 |
| 74 | gpt-6-sol_medium 2026-09-22config_7b8e8339811e7cf29e87ab4a75379ae6b6acc970f2154f720cf53b3f76854dba | 54% | غير معروف | 1 |
| 75 | claude-sonnet-5-5_high 2026-09-28config_ec927bd545df7f883f6213045b4ccc2a8510248b0fe6418985bc28573d51bf33 | 54% | غير معروف | 1 |
| 76 | claude-sonnet-5_max 2026-06-30config_a7307c6e09f25db9ed990b968b511109dfa6c72816ae60d119dc20d2da0030f2 | 54% | غير معروف | 1 |
| 77 | gemini-3.7-flash_low 2026-08-13config_d3c884e85f28bda9e9edd3e8e47ed833e033b90c23589e4d55aa4f69527b52c7 | 54% | غير معروف | 1 |
| 78 | gpt-5.6-luna_max 2026-07-09config_e587502fdc3b99d900e303059a9701e54e761d87c3795cff54c722c68dfa0a90 | 54% | غير معروف | 1 |
| 79 | kimi-k2.6 2026-04-20config_79715e092ebd32adbe6a8ef5b8a297d057b1344f6dab572c9d7bc5aceab3e4ad | 53% | غير معروف | 1 |
| 80 | gpt-6-astra_none 2026-09-03config_9a499acab7ca7e601e1b9875cd1f22632cbad995914292c292dfae2f0b7fa1be | 53% | غير معروف | 1 |
| 81 | claude-opus-4-8_max 2026-05-28config_c314fa4ba0dc0d51e164bc7dd183557311e01b2847a04dd5c261591fc008f795 | 53% | غير معروف | 1 |
| 82 | gpt-6.1-terra_xhigh 2026-10-26config_1971b5caa4aed5c560de854778d2943c8f516e68f1b485727c5670aaba1dbd08 | 53% | غير معروف | 1 |
| 83 | gemini-3.6-flash_high 2026-07-21config_db4a45c2def6fe6e591043d15ed89e65b5205501b8aae28cba7a0e5283b37977 | 53% | غير معروف | 1 |
| 84 | gpt-6.1-sol_low 2026-09-29config_59e6c749960e77b2a68d75c49415031c7264cf9ea310a6040dadfa232ab0a25f | 53% | غير معروف | 1 |
| 85 | gpt-6.1-sol_medium 2026-09-29config_df4e2cbccd682a1407151d157cf96fb8759feba2f0a5cc7c3c4b2e0b7e690b21 | 53% | غير معروف | 1 |
| 86 | grok-4.6_xhigh 2026-08-12config_423066acf3db4bcc8a6899c13c716816cbd45ca5ca0d0812d6fd4eb796a3e6dc | 53% | غير معروف | 1 |
| 87 | claude-sonnet-5-5_medium 2026-09-28config_598b1a3e088048d6124ffffd85e8dbc9e5a4b5a11c52cb76e1c86b61aeea1875 | 53% | غير معروف | 1 |
| 88 | kimi-k3_low 2026-07-16config_6958f9c23200d1d6d10fbac93b3c78d531c6ec598604eb85f1ec2d293445ff01 | 53% | غير معروف | 1 |
| 89 | gpt-5.5-instant 2026-05-05config_b8dee1aa7b5f25e8f711bb4620aec7e478ad12818b8c3b266a6bd88950a4d836 | 53% | غير معروف | 1 |
| 90 | gpt-5.6-terra_high 2026-07-09config_169ff121b1a860195c4831f3262a2fc8051385bae12512ec3561690f6ea95334 | 52% | غير معروف | 1 |
| 91 | gpt-6.1-terra_low 2026-10-26config_175547a43477669dec8d58617cd12902cc6b6d4068863cc09bf26abc7a472b99 | 52% | غير معروف | 1 |
| 92 | gpt-5.6-terra_xhigh 2026-07-09config_0553f1ce3f65c765004713d72ec9a6749cede42dd62add7b60d8d294789a463e | 52% | غير معروف | 1 |
| 93 | gpt-5.4-mini-2026-03-17_xhighconfig_c9a997e218e4a0896c7877fa40c69a19f621c3536c71c67f324ec6e7bf1a2970 | 52% | غير معروف | 1 |
| 94 | qwen3.8-max-0902_unknown 2026-09-01config_f24232a8fe917b99a69105d2bcf33e5aaaa17945c17c7893d9df8cfdd0b95716 | 52% | غير معروف | 1 |
| 95 | deepseek-v4.1-flash_max 2026-09-09config_f17a690b7481f04ee8090baa9c7e44dd2c5b5ec66d05fccabdd2eb59f76ad846 | 52% | غير معروف | 1 |
| 96 | gpt-6-luna_xhigh 2026-09-22config_7ed9e7be4756fb88712d40a6f699e882fe9d50f8839c27247a54e27af37643f5 | 52% | غير معروف | 1 |
| 97 | claude-haiku-5-5_xhigh 2026-10-07config_f7f699d0f8036b7b43f11cc5341903f3314f1996a4d3c70f7c8ec1f6f5cae887 | 52% | غير معروف | 1 |
| 98 | gpt-6.1-terra_medium 2026-10-26config_10c637f4cd6c84b0e18f3cb20cb9576974c4937a53a1dfa3ce438a179e355ff0 | 52% | غير معروف | 1 |
| 99 | claude-sonnet-5_medium 2026-06-30config_1ce6e62878686fa47d11e1c40a92f89967a4beeebeef2bdd7a0b9c03e19657d3 | 52% | غير معروف | 1 |
| 100 | gpt-5.6-luna_high 2026-07-09config_6028644d4e821f0579c6cbc821b016bc174f1f7894f663314e8af46a81ff60f1 | 52% | غير معروف | 1 |
| 101 | glm-5.3-flash_unknown 2026-08-20config_e003e0735fde66a46917c4621169336ea3e092c4cbbc1729191e940448fe242d | 52% | غير معروف | 1 |
| 102 | gpt-5.5_low 2026-04-23config_ec648392146d2532f4be837e945ad5a55f79b5a7208f1c8e3c5068f4503d69db | 52% | غير معروف | 1 |
| 103 | gpt-6.1-terra_high 2026-10-26config_f581c18137cad12063ae48f87789a62aee6f3dcc09f195f533902de0d4708207 | 52% | غير معروف | 1 |
| 104 | muse-spark 2026-04-08config_d44b10f0e691c37e7c14b057261d6a0b88129cab973e5a6904128f219f34f30e | 52% | غير معروف | 1 |
| 105 | mimo-v2.6-flash 2026-09-21config_899ccc4dce494b0cc3d1964575590c13308ffc8f7085865ed111c7b3cad7bace | 51% | غير معروف | 1 |
| 106 | glm-5.2_max 2026-06-16config_d0c334f96578baf589fb8ef931575652526fe6c2aee1744434dcec5b3b337761 | 51% | غير معروف | 1 |
| 107 | deepseek-v4-pro-0813_max 2026-08-13config_b62b7a05e1a62d6b54026f563dceefeb675c991c86b329d264b1fe65d16c4c1f | 51% | غير معروف | 1 |
| 108 | gpt-6-luna_medium 2026-09-22config_287bd865fe379818fbb256e3a010d2e31fde1366ec4f27f72824561ef4c85ef9 | 51% | غير معروف | 1 |
| 109 | claude-opus-5_medium 2026-07-24config_6a7ee5b9215fb4c23727c8a8c3fc01013e9803f28750d5fe66268220e053baa8 | 51% | غير معروف | 1 |
| 110 | gpt-5.6-terra_medium 2026-07-09config_0d4e5a2402aaff31642ebd7721b23cab7eb8b1609c31e74acac46dfba223c118 | 50% | غير معروف | 1 |
| 111 | gpt-5.6-luna_xhigh 2026-07-09config_ecfc0e401e83337db1bb0c65cd1fcaaecca815a34a2da103c128cf312d8404af | 50% | غير معروف | 1 |
| 112 | gpt-6-luna_high 2026-09-22config_572094e4a437a964e8cdd9baf543b8707332e7d40676f47168607b00c4b8c780 | 50% | غير معروف | 1 |
| 113 | gpt-6-sol_low 2026-09-22config_07edbaa3e394c3fb46319648c01a6548fd7329cbef16deff411a83e81966b3ac | 50% | غير معروف | 1 |
| 114 | grok-build-0.1 2026-05-29config_22a107e3f9a2a93b4e0466b2196fdaeb6eb7e2fe864e7df301c890432f133884 | 50% | غير معروف | 1 |
| 115 | mimo-v2.5-pro release-date-unknownconfig_5aa91367a1a7b6524aa888f2a77ede1c57279a85a010fe2f73a13968f68df68d | 50% | غير معروف | 1 |
| 116 | MiniMax-M2.7 2026-03-18config_05fa227f49ebb1dccf5e37d0409c290368b83cb9423fe7dd4bdf6e5cde679f08 | 50% | غير معروف | 1 |
| 117 | claude-sonnet-5_low 2026-06-30config_6723ad02d0ab7aaee0252b65afb623a184c6cb543fcfd715491e066f29e08fdd | 50% | غير معروف | 1 |
| 118 | deepseek-v4-pro_max 2026-04-24config_81a148910f4f5d063c4777c130c3a1c7ec9c31ee69404157936c264a9955c69e | 50% | غير معروف | 1 |
| 119 | gpt-5.6-terra_low 2026-07-09config_1ca335de2c353f962770d692fbdbde405136c4651fc7ffb237e919fdf5e16f74 | 50% | غير معروف | 1 |
| 120 | deepseek-v4-flash-0731_max 2026-07-31config_76e966a5ae67c85215c7c7be133d724a9883d671e92adae32024d7fbcf749462 | 50% | غير معروف | 1 |
| 121 | inkling-small 2026-07-15config_58bd495dff29b35aab1d3c2e11ea2c2b58afae23c787418eeeac36880376d4ae | 50% | غير معروف | 1 |
| 122 | qwen3.7-max 2026-05-19config_b640a0f0f574deb0fe63a981004ecf305a377bedb269ae6fc804b2bbd575f11c | 50% | غير معروف | 1 |
| 123 | grok-4.6_low 2026-08-12config_abfa7afa2b24605e220da4c04163a9159ff9d55db5a093c00026959a676ee884 | 49% | غير معروف | 1 |
| 124 | claude-haiku-5-5_low 2026-10-07config_6683f2646ba6f03e4e9a39b1517cf4731f80cf6b86042c4936fd0afe0a28bb73 | 49% | غير معروف | 1 |
| 125 | claude-sonnet-5-5_low 2026-09-28config_26b14ae280fba0169f4935fa782a2e99ab169c79e2e947edc49d60c9c68fe053 | 49% | غير معروف | 1 |
| 126 | kimi-k2.5 2026-01-27config_20bd261d79345ca93b7e9f8fbffbe3ffb337c6bbc53984181992ebbf13c7bfa2 | 49% | غير معروف | 1 |
| 127 | claude-haiku-5-5_medium 2026-10-07config_922cbd0c002847f047e02f49ddad5d92694375fec788fbcfe97687c291404772 | 49% | غير معروف | 1 |
| 128 | claude-haiku-5-5_high 2026-10-07config_eee4da09dbac8555553bc292fe1030f06ce59b5d700fe80048eea68b4dc2aae6 | 49% | غير معروف | 1 |
| 129 | claude-sonnet-5_high 2026-06-30config_23988381db43c57d763714bc3afbc1146f6ebd7bd60ad3f3918eff30e2ea45ac | 49% | غير معروف | 1 |
| 130 | grok-4.3_high 2026-04-17config_da0ff4c210aebd03e7fed43783e5dc24591f862e2326f741664d346534594f28 | 48% | غير معروف | 1 |
| 131 | claude-opus-5_low 2026-07-24config_2c9a5523fed36b3b8deec3235a526f7cb7a36e630ca79a86dfd92ce8ed94c308 | 48% | غير معروف | 1 |
| 132 | kimi-k2.7-code 2026-06-12config_60744ea1e7a29d77cbabcb1a95f52e174f0d596baf5b52657391d809e36c4e69 | 48% | غير معروف | 1 |
| 133 | gpt-6.1-terra_none 2026-10-26config_87ef2d889fc4f72d234b682dd95851b7082bb4840e3d42c4cf08bb6acbf9c505 | 48% | غير معروف | 1 |
| 134 | gpt-5.5_none 2026-04-23config_437fe38e94e8949f6b6881553245e45e95dc59f5c9f5a7f2b46863bf226428d7 | 47% | غير معروف | 1 |
| 135 | gpt-6-sol_none 2026-09-22config_7c25f3bc88ee60db87d31f80ce3fdc6d557cd98f00d76766273a4a0c5794c301 | 47% | غير معروف | 1 |
| 136 | gpt-5.4-nano-2026-03-17_xhighconfig_74bba1ad86fc3500414a4ac62b1c76f613b2d13176bef626a8f6423cac8f1da3 | 47% | غير معروف | 1 |
| 137 | gpt-5.6-sol_none 2026-07-09config_27d8490506ac6353a26b3829dfe8d385c7e65ff0402e082002ed6f3f2569e448 | 47% | غير معروف | 1 |
| 138 | MiniMax-M3 2026-06-01config_3e0345326dec03865c1da9b9ff9ae505682cdfce8ebcac223715115d75e1bb2f | 47% | غير معروف | 1 |
| 139 | Inkling_xhigh 2026-07-15config_9fd67b519c3db8747c690a2bee13d76784db1734e4c8550225034ad9891e6397 | 47% | غير معروف | 1 |
| 140 | gpt-6-luna_low 2026-09-22config_dd54c70b7aee8c8d54cd45377c8d963079eb38f90cdcbde58dd49822cf42a86c | 47% | غير معروف | 1 |
| 141 | gpt-5.6-luna_medium 2026-07-09config_23b1b1ada3c318e22831143fced18c5f9115955751b3090d82103681b08b8862 | 47% | غير معروف | 1 |
| 142 | claude-sonnet-4-6_max 2026-02-17config_d0372d242a2ba1e1b4e220a76be2b1396abc61a2d94cf69497d19520b1bb6a95 | 47% | غير معروف | 1 |
| 143 | qwen3.8-27b_xhigh 2026-08-14config_218d071d3c21c8ceadca832421175f4cc1a2748ebccd2a7a1885c5cc12d51a10 | 47% | غير معروف | 1 |
| 144 | deepseek-v4-pro_high 2026-04-24config_4711a6c093dc5b8fb240f9f079eb13e040171a66491b39e8479c46d42f16c280 | 46% | غير معروف | 1 |
| 145 | gemini-2.5-pro 2025-06-17config_dec9e48828317d5256e58ace29fed0ecfaf24436f73789208651a601d05a99c6 | 46% | غير معروف | 1 |
| 146 | qwen3.7-plus 2026-06-02config_d901dbedd55623d8973f4873c3b1b477369eb1394f02ade85b320ce2e9e9bc98 | 46% | غير معروف | 1 |
| 147 | gpt-5.6-luna_low 2026-07-09config_e6ac58dadc7a9a4b0e1e46d1b8971b6a6d9281bfda7e67ff0bd38f457794daeb | 46% | غير معروف | 1 |
| 148 | claude-sonnet-4-5-20250929_unknown 2025-09-29config_8a04dd7a8a2743318e8e500db970d741f511352ae3a1d5c202337bf9199b273a | 46% | غير معروف | 1 |
| 149 | gemma-4-31b-it 2026-04-02config_5d4ed362cd6b97e04954292d38c11698bdeee4f2da90f07076cf41141dcaf05f | 45% | غير معروف | 1 |
| 150 | gpt-5.6-terra_none 2026-07-09config_9611de6513af4a2099149e6652d41274a05bc624c94f0daa1fc7df1c94f066e0 | 45% | غير معروف | 1 |
| 151 | glm-4.7 2025-12-22config_e90fe935b7223033014e06472037aac522adeb8392728db7ac0492c29e403528 | 45% | غير معروف | 1 |
| 152 | Ring-2.6-1T 2026-05-14config_88561a1e72f466768164d0f4d1875455f40f137ac0478f166ce84d6552233455 | 45% | غير معروف | 1 |
| 153 | deepseek-v4-flash_max 2026-04-24config_5c6c3baca5ad00d855c323b236f792df125149dfabe3e5c86587c0625ce30cde | 45% | غير معروف | 1 |
| 154 | muse-glimmer_high 2026-08-10config_66e5d8cad6b60abc0acadb3b9cf18e472ab0fedc65ff3bded3cb62c1d8ee3443 | 45% | غير معروف | 1 |
| 155 | glm-5.1 2026-04-07config_e2805e433c7480c6933d82a7c7df43d82c39a8ab24bbabca1373901f98c3e1c8 | 45% | غير معروف | 1 |
| 156 | gemini-3.1-flash-lite 2026-03-03config_64a7c3cc333e2660ef8fcbc28f443cfa085f4faa47601ce6b925d97e6f2a8e8d | 43% | غير معروف | 1 |
| 157 | gpt-5.1-2025-11-13_unknownconfig_8b5491c3be63ebfdf517e9246d2ef5eec0787338aaeadbaeaf6d5316e49de141 | 43% | غير معروف | 1 |
| 158 | gpt-6-luna_none 2026-09-22config_860c68884b4d4ab198f28e1301359d2ead876a14f27af884020f8332484f8c86 | 43% | غير معروف | 1 |
| 159 | mimo-v2.5 release-date-unknownconfig_f3bc5dd6afb01b14076a26df6e2a0b6dfe7736211da999280e4239c3f5926d17 | 43% | غير معروف | 1 |
| 160 | gpt-5-2025-08-07_unknownconfig_2a460ed4a4ca6de1d7d8e878909ca11ac0024440d524db07689139f155781e7d | 43% | غير معروف | 1 |
| 161 | o3-mini-2025-01-31_highconfig_e4182d3bb24702133a1774ec25e0d6ad50fbd9c93dca7fb0b4fb936ac783c669 | 43% | غير معروف | 1 |
| 162 | nova-2.0-pro-preview_medium 2025-12-02config_c1afb4d3d186dcfb0a7a2dbae14282313fbc145f8637a0a2c7bcfe3c51121a58 | 43% | غير معروف | 1 |
| 163 | claude-haiku-4-5-20251001_unknown 2025-10-15config_b52b218b85b2634fa04105db87a32de04aa538c93b99351d894658b8a6b46979 | 42% | غير معروف | 1 |
| 164 | deepseek-v4-flash_high 2026-04-24config_35f47baa2f1110762c9dca07efa1422791b7a7d96bb69a60df3e308304c77bfb | 42% | غير معروف | 1 |
| 165 | glm-5.3_low 2026-08-14config_a30e2dbca4147e12411918f8fe27b482acf83bfb82474555e97b09997f7c4eaa | 42% | غير معروف | 1 |
| 166 | qwen/qwen3-235b-a22b-thinking-2507 2025-07-25config_f65eacad809480c5d16bd941054fe6438d365ad2e7146ae25e3b58307a13cce6 | 41% | غير معروف | 1 |
| 167 | gemini-3.5-flash-lite 2026-07-21config_cd4b9ecaee2da72560e9d37627ea3673aaecf8e9f677e19099622072d109d984 | 41% | غير معروف | 1 |
| 168 | cogito-671b-v2.1 2025-11-19config_81713fa14591c58e9fb5ea75f0cea65db071c4f219654a8a7ac7424cc799ca47 | 41% | غير معروف | 1 |
| 169 | qwen3.6-plus 2026-03-31config_ba187e15c28e9dcb5bf3c4a6c1ae54e87ed4e2d6c30dc01a778ccb48a17de501 | 41% | غير معروف | 1 |
| 170 | trinity-large-thinking 2026-04-01config_188bc4dc2e65ef50be534bf6fa49dc10551fad8ec4bb95693bc7f3d64dbc04a2 | 41% | غير معروف | 1 |
| 171 | gpt-5.6-luna_none 2026-07-09config_6224d05383bc48cd3bb6b59d9ea9e64a3b6d9fe5872c8af125eec337c81c1507 | 40% | غير معروف | 1 |
| 172 | gpt-4.1-mini-2025-04-14config_6b85e11f7ab1ef935099dcca6871f92a6d903d7f57eb2b91ea9b4598d533d5ae | 40% | غير معروف | 1 |
| 173 | nemotron-3-ultra 2026-06-04config_e433fc48f41447d0739be78ed3ccbc594d0a744da877a350c22483de9195211b | 40% | غير معروف | 1 |
| 174 | mistral-medium-2604 2026-04-28config_4e5713daf77202aa06a42f29e4d949737d45ab429402d01fa166118cbbccf61b | 40% | غير معروف | 1 |
| 175 | gemma-4-26b-a4b 2026-04-02config_3f1c545a55462aa7cc63b40a36d332857ea8e7747de5cd63da7f0fd6b244922a | 40% | غير معروف | 1 |
| 176 | step-3.7-flash 2026-05-29config_43ced50d4366da53bade6032e3f34a196c33ad7aad0caa5ff56f24abe5a8f4ef | 40% | غير معروف | 1 |
| 177 | qwen3.8-27b_low 2026-08-14config_4ed4a245e86c3b35bdbdc3089544118cc326779713c336eba390942062181276 | 40% | غير معروف | 1 |
| 178 | claude-sonnet-4-20250514_unknown 2025-05-22config_7dc87305abb3ebe9d2a98e595e01049d9ca214dfd79be3726a13addcdb0146a2 | 40% | غير معروف | 1 |
| 179 | deepseek-v4-pro-0813_none 2026-08-13config_5fa160d2179328adbefa23b2303c62f3c5a4d70adccf9198117d69bb8b650f94 | 40% | غير معروف | 1 |
| 180 | magistral-medium-2509 2025-09-18config_522ad7ac268e3523a0b75597a349125b923f956d6994489847634c71a35f7c27 | 39% | غير معروف | 1 |
| 181 | gpt-5-mini-2025-08-07_unknownconfig_5301094fd5f5ddffa482b7f86d87bcfcc9ceec55481e2ec4dc8c4e4de08035a6 | 39% | غير معروف | 1 |
| 182 | qwen3.8-27b_medium 2026-08-14config_0108af336df67bc61942474da3480ee226f8181346a573cc6dea33c23dc977f1 | 39% | غير معروف | 1 |
| 183 | DeepSeek-V3-0324 2025-03-24config_23bb0162ff1536ba7325eebf284efa88aa13b1b7830d459bb70e8f3ae451e2af | 39% | غير معروف | 1 |
| 184 | gpt-5-mini-2025-08-07_highconfig_caaf749bf4753407486a121bc37901e63701ec10b5f7aaa237fef1323661097a | 39% | غير معروف | 1 |
| 185 | DeepSeek-V3.2-Exp_thinking 2025-09-29config_6156beb18892bed933396e6758c2bfc7ab0fb8912e9b7971d38722f38f1cf223 | 39% | غير معروف | 1 |
| 186 | gpt-oss-20b_high 2025-08-05config_cf3d9013ecc7e45b9a6f893d5cf9ee343104bebb177dc092ffac7614aaf05132 | 39% | غير معروف | 1 |
| 187 | mercury-2 release-date-unknownconfig_a91752b46680fd924fe1b0b1c99dfdfe1d42672eb8d1647ead9e647334275070 | 39% | غير معروف | 1 |
| 188 | nova-2.0-pro-preview_low 2025-12-02config_e208597df5d4666c10b0c0f84f17a406a9b752cf6f506767458916e341aceeca | 39% | غير معروف | 1 |
| 189 | command-a-plus-05-2026 2026-05-20config_5493facb85dbb26d691725454952fe078bbd87146c0c24775bd2cd520464917a | 39% | غير معروف | 1 |
| 190 | mercury-2.5_unknown 2026-09-08config_692d3a7f6fbd4d39d737e999ff635c2c9e05588c1472f3dce1af7bebffd24894 | 39% | غير معروف | 1 |
| 191 | glm-4.6 2025-09-30config_81d11e6642bfd30b4ada219aebe5cf98871e21289a9cf211a4140d8ca2cfe6c0 | 38% | غير معروف | 1 |
| 192 | DeepSeek-R1 2025-01-20config_7afa399dfb44106d86f16805e28e2cd12eea7ca40c633bfa59fc294ac49ac976 | 38% | غير معروف | 1 |
| 193 | DeepSeek-V3.1-Terminus 2025-09-22config_1a01d1e19901054f66be56a4eae790458b0b4c6cb7b965c62d14903a4eb588f4 | 38% | غير معروف | 1 |
| 194 | qwen3.6-27b_none 2026-04-22config_e8510459f7c9464b252d9fa5007035686d441f03e0e106c9267c866cd9d769cb | 37% | غير معروف | 1 |
| 195 | qwen3.6-35b-a3b 2026-04-14config_050cb6baec8daf05b2f6cb82f435bad28f9126f2e06f6747616a824ad953baba | 37% | غير معروف | 1 |
| 196 | mistral-large-2512 2025-12-02config_a64c2db86ca74d1ae45a6d62a8ab90037d6857a6e800cf9ee4e530a483beaef7 | 37% | غير معروف | 1 |
| 197 | qwen3-coder-next 2026-02-02config_600578749286bb50d3412986980029a49b12ce3e4b9fcb44c49f5d22c9a22829 | 36% | غير معروف | 1 |
| 198 | qwen3.8-27b_none 2026-08-14config_8faab16bf0dd6906e8159a8f9cc3dd049de2b2f9ced9f3c2bd6b5a868187c090 | 36% | غير معروف | 1 |
| 199 | glm-5.2_none 2026-06-16config_0879f349206e030c802fe410aa3c803e0c1c1c8bcd2a4161d4396dabc82138f7 | 36% | غير معروف | 1 |
| 200 | nemotron-3-super 2026-03-11config_46af45918e1128ff007dff07f810f712b55fa57bc3c94598a9657952ab5f22fb | 36% | غير معروف | 1 |
| 201 | openai/gpt-oss-120b_low 2025-08-05config_5efeadf639159b56101e9ec27c9c5e1440de969d0973ddbaa6b637906aec8840 | 36% | غير معروف | 1 |
| 202 | DeepSeek-V3 2024-12-26config_bad7c38702fcc9b2074f85ebe36cb005cfa52392bb54f670dc3fadf655301aa1 | 36% | غير معروف | 1 |
| 203 | qwen3.5-122b-a10b_none 2026-02-24config_48a043346f3837173faeb7cf95698771d0ccb9e3e65d828bc7ec8232275506b9 | 36% | غير معروف | 1 |
| 204 | deepseek-v4.1-flash_none 2026-09-09config_17190ce708a3578440abb75da28378cf5b992baa86dd754b1522cc7abc4f03a0 | 36% | غير معروف | 1 |
| 205 | Qwen3-32B 2025-04-29config_0e299bb5ddc73088dbdfedaa5ad96fb9732811f115f58fdb54298ff8f9a88f98 | 35% | غير معروف | 1 |
| 206 | magistral-small-2509 2025-09-18config_232e116cd28cc4d2e0faac8ced4f80da93a6b798ffe66809ac21749fa2d59eac | 35% | غير معروف | 1 |
| 207 | openai/gpt-oss-120b_high 2025-08-05config_66f7844fbc15e2acd3d9fdcd1bcc34f27bc63c116f3aef016899865d4ab68aea | 34% | غير معروف | 1 |
| 208 | qwen3-30b-a3b-thinking-2507 2025-07-30config_3f600e20b035a28ca264beb701cf9ad19526a7e8ec5c5bef34e72618799d7b5b | 33% | غير معروف | 1 |
| 209 | mistral-medium-2508 2025-08-12config_a9507a14d2181b09c54f36c4f3953de4a33cd4fe4f054f3c99eabe2d5bf15151 | 32% | غير معروف | 1 |
| 210 | Llama-4-Maverick-17B-128E-Instruct 2025-04-05config_c85f902ef6cfd9a335fe0671f53a15c142fe7c28bfec02ab65d89f27dc1174e1 | 32% | غير معروف | 1 |
| 211 | qwen3-14b 2025-04-29config_5e352c4923f4422a53c4de0b5d9891c078afaf2e4be4e40cc11b9c4701f8c074 | 32% | غير معروف | 1 |
| 212 | qwen3.5-9B 2026-02-24config_1d4841f3a9d99f6af9369d0bc707e19b00ea38053b4704ade484342a4e7c46cd | 30% | غير معروف | 1 |
| 213 | qwen3.5-35b-a3b_none 2026-02-24config_63212679a488a043f4fee7b2530654eb3617356a8c01fdd8c9cde11fc25c90d7 | 29% | غير معروف | 1 |
| 214 | devstral-small-2512 2025-12-09config_b56f55c736f65f3304afb2f87d95c059d055242417a84131397c7458a679dbb7 | 29% | غير معروف | 1 |
| 215 | nova-2.0-pro-preview_none 2025-12-02config_70dc8941324f746c0145c24b1068f8b230e46bb5686c93d18f280d9304eb819a | 28% | غير معروف | 1 |
| 216 | mistral-small-2503 2025-03-17config_0db03531b34465e4293aec44c885da8d0059d695abff9f224df7aecfeaaf42ff | 28% | غير معروف | 1 |
| 217 | claude-3-5-haiku-20241022 2024-10-22config_bc1c788c15732e087bf0e04531cf315be0ee2ae8d09782928fa8c9315a69b206 | 27% | غير معروف | 1 |
| 218 | mistral-small-2506 2025-06-20config_266970c38c96d0a36822d4c2a09b64dd0fba1f2a4ea6cc1e38cfe419d02a5731 | 26% | غير معروف | 1 |
| 219 | Llama-3.3-70B-Instruct 2024-12-06config_f283f7089dd453a21e2b322ef1b005f773c5a0408f3a7bd775ce7e68d436e291 | 26% | غير معروف | 1 |
| 220 | gpt-4.1-nano-2025-04-14config_57a526430c1497f79df3593e90e3bc790196748862930bec1584ccbf2f83239b | 26% | غير معروف | 1 |
| 221 | mimo-v2-flash release-date-unknownconfig_9f11e5e35c5e8730cfa7f076094217138d2a92aa75a484e95fad117608fff632 | 26% | غير معروف | 1 |
| 222 | granite-4.1-30b 2026-04-29config_4a0ceef991c9b27047dfa9da454de8ef7d3d95568a05fb381a7678eef3fb8c7b | 26% | غير معروف | 1 |
| 223 | solar-pro-3 2026-01-27config_dbe246b352f24f96a11ff7f0b3c83dd81214f11bcc102ba85f161d970cc88541 | 25% | غير معروف | 1 |
| 224 | gemma-3-27b-it 2025-03-12config_0f46612c63e309c62273adb8953f8aacd2cfc08bdde8a59736396b32c353725b | 23% | غير معروف | 1 |
| 225 | qwen3-8b 2025-04-28config_b038ff236370c0673c8385cf01423d8f6b8e3204cd2fce92c2175355b68c0fa8 | 23% | غير معروف | 1 |
| 226 | Llama-4-Scout-17B-16E-Instruct 2025-04-05config_b21d653692fee94a640375573b07132485c5da4479865700f91c67bed9cd893d | 21% | غير معروف | 1 |
| 227 | gemma-3-12b-it 2025-03-12config_82323d495f30d6abb0efbc148e7caa6ee0fce1566a4b87060e4b7818237be914 | 16% | غير معروف | 1 |
| 228 | Llama-3.1-8B-Instruct 2024-07-23config_ee87ed8b6981548129b73849dcd7fbcd8975d48ed86ddfa4de194159c1cc83a0 | 13% | غير معروف | 1 |
| 229 | Phi-4-mini-instruct 2025-02-27config_ec2fd6c7bc33682545d26d505f4acc66129205b66e0817cb96f1a9be4d3a664c | 11% | غير معروف | 1 |
| 230 | qwen3.6-35b-a3b_none 2026-04-14config_d9b262eda59c0aa5a54c6dbdc9f8f4634f1f23832a865eaab974809a4079c0b6 | 1% | غير معروف | 1 |
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