Coding (general)
I risultati vengono confrontati solo all'interno dello stesso gruppo, così un modello testato in un modo non viene mai messo in classifica contro un modello testato in un altro.
Rank coding models and agents on general software tasks: code generation, repository-level SWE, and terminal work
I gruppi di classifica usano scale diverse. Confronta le configurazioni solo all'interno dello stesso gruppo; EvalRank non appiattisce mai sistemi diversi in un'unica classifica.
Consenso tra i benchmark
Una classifica dei modelli sui benchmark ammessi per questo argomento, con lo stesso peso che si dà alle decisioni. Ogni punteggio è la quota del miglior risultato ottenuta dal modello.
| Posizione | Modello | Quota del migliore | Benchmark |
|---|---|---|---|
| 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 |
Sistema di agenti · Agentico
Esplorativo - non è ancora un vincitore in classificarg-coding-general-agent-system-agentic-agent-system-v1Evidenze dell'explorer
DeepSWE
Le fonti divergono; mostrate separatamente, mai mediate. Osservato il ; valido fino al .
| Posizione | Configurazione | Capacità | Incertezza | Famiglie |
|---|---|---|---|---|
| 1 | gpt-6-astra mini_swe_agent_gpt_6_astra_xhighconfig_bbf07a11592b85abcf998b2bab14c636111bf22c2a0f135a859fc4637b64e740 | 74% | Sconosciuto | 1 |
| 2 | gemini-3-8-flash mini_swe_agent_gemini_3_8_flash_highconfig_99f1f5a4baf710ee887184f3528382eb054e0afecf3559ac86b34d460c873004 | 74% | Sconosciuto | 1 |
| 3 | claude-opus-5 mini_swe_agent_claude_opus_5_maxconfig_c647489700452c2c208a35693bed018b306c90d50da186a9291b35eb188e22bd | 74% | Sconosciuto | 1 |
| 4 | gpt-6-astra mini_swe_agent_gpt_6_astra_maxconfig_40b1c572d64c805933bcf2129f08dc144572e516dae4925b339fef491870b072 | 73% | Sconosciuto | 1 |
| 5 | gpt-6-astra mini_swe_agent_gpt_6_astra_highconfig_faa515a61e9b4ae933ed9ffafbc09b61632eef8431566e5075943695de9224b1 | 73% | Sconosciuto | 1 |
| 6 | claude-opus-5 mini_swe_agent_claude_opus_5_xhighconfig_907c7158813ee95155a6b16492e69cab72740d132a672b18e7917e6f54d3c52b | 73% | Sconosciuto | 1 |
| 7 | claude-opus-5 mini_swe_agent_claude_opus_5_highconfig_334f3a9751b1488836c3ca0b198a3ea0fd3e40bb457a88a406f18607209fa2b2 | 73% | Sconosciuto | 1 |
| 8 | gpt-6-astra mini_swe_agent_gpt_6_astra_mediumconfig_d07b34ffb2af2531251a46451b40bd8518b18b6de158362a3781709c5f819647 | 73% | Sconosciuto | 1 |
| 9 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_maxconfig_d275cb2c69e7afc4d9080fc5284f0decdd56f860104fd44fe1829806ddf651de | 73% | Sconosciuto | 1 |
| 10 | gemini-3-8-flash mini_swe_agent_gemini_3_8_flash_mediumconfig_945e3c0a75cfab73b288951d2693331a0d4c93d3c38bce63058186ce60a58a7a | 71% | Sconosciuto | 1 |
| 11 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_xhighconfig_5f5d92ae1a6bf9da591422530bfcd4acfeaa5aec7bdfb8a90395f8fddd4f9ccb | 71% | Sconosciuto | 1 |
| 12 | claude-fable-5 mini_swe_agent_claude_fable_5_xhighconfig_bf246640f0460734fd45a96c676710109e2690cd919b520e6b18ec9c85079fe8 | 70% | Sconosciuto | 1 |
| 13 | claude-fable-5 mini_swe_agent_claude_fable_5_maxconfig_6cd82db3623f359522ba12352bb5ff95b9cc92eb9e09a24ce83a2acda8dfeba2 | 70% | Sconosciuto | 1 |
| 14 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_maxconfig_d7a3c6ced6dc428983ae9afd107ebd99d1e29da0322e8767df8159c22229b4b5 | 70% | Sconosciuto | 1 |
| 15 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_highconfig_a9772d655df076b0c7d85604222b8ccb822d70a46403bc9f8cf8b3b160b0e223 | 69% | Sconosciuto | 1 |
| 16 | glm-5-3 mini_swe_agent_glm_5_3_maxconfig_cd2676556edf9dfcda2adb6d7a9cd4a1a7330a4af6059b87d5727b7eb1ca7af6 | 69% | Sconosciuto | 1 |
| 17 | claude-opus-5 mini_swe_agent_claude_opus_5_mediumconfig_820e8e67840338ad87da9a6120ed79d7238e33b22778298914022e04a4cf1617 | 69% | Sconosciuto | 1 |
| 18 | claude-fable-5 mini_swe_agent_claude_fable_5_highconfig_04bb50f778bf6bf2c8169e378e0f045a45ffcdf91a637eeabe35a44fde13539b | 69% | Sconosciuto | 1 |
| 19 | kimi-k3 mini_swe_agent_kimi_k3_maxconfig_7f7bf933eb0fa4a7ec5d62cfdeb29a8484d66dd1dc39d28e27ee6b3de50ff0e0 | 69% | Sconosciuto | 1 |
| 20 | grok-4-6 mini_swe_agent_grok_4_6_mediumconfig_2b66a38fe21328d0521612421ff12f5d1eba6a8a6a80563ed1d40a0dbd05ef36 | 67% | Sconosciuto | 1 |
| 21 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_maxconfig_499ebda077ee18c6bf8c3721552206ee3cf90dba0cef0d561bb06daca56dfc10 | 67% | Sconosciuto | 1 |
| 22 | gpt-6-astra mini_swe_agent_gpt_6_astra_lowconfig_aba7c3968834f0ad1b0b5c15825bedfbc6814f23f4f0be4d06ae4a62141cb39b | 67% | Sconosciuto | 1 |
| 23 | gpt-5-5 mini_swe_agent_gpt_5_5_xhighconfig_c13865a4ec6a39ff87177d09fb544d8eb4712f9966e2a74b8e4d4e9b735a21c6 | 67% | Sconosciuto | 1 |
| 24 | grok-4-6 mini_swe_agent_grok_4_6_xhighconfig_43454ebde0853f40bb6c1b12f8900ea3545996192365102ab5e67608f1b80951 | 67% | Sconosciuto | 1 |
| 25 | gemini-3-7-flash mini_swe_agent_gemini_3_7_flash_mediumconfig_b94b69cafe5ee03f283577664e74caa7e342e6133d663688f179d7a5a50b7a57 | 65% | Sconosciuto | 1 |
| 26 | claude-fable-5 mini_swe_agent_claude_fable_5_mediumconfig_61b63ec56d8b6ea22a200a5fb3de9729acfff57a3a3beab1aac7a34ae0346940 | 65% | Sconosciuto | 1 |
| 27 | gemini-3-7-flash mini_swe_agent_gemini_3_7_flash_highconfig_6a8634d1604a9f757490bb8f8fdbdbffe54e6b04fa34b93a825ce1c0de92511c | 65% | Sconosciuto | 1 |
| 28 | grok-4-6 mini_swe_agent_grok_4_6_highconfig_162a581cb5c40d58417136a2856b1bbc5515aab288e49dd66579bd04a315e52e | 65% | Sconosciuto | 1 |
| 29 | gpt-5-5 mini_swe_agent_gpt_5_5_highconfig_59053425417061eb762aefd1b03f50dbf187f5e10da5a8b7ed19b790b86d2850 | 64% | Sconosciuto | 1 |
| 30 | glm-5-3-flash mini_swe_agent_glm_5_3_flash_maxconfig_599d6845c9eb4e3e89bbe917ac21d48dba8d197a374968fd4928f74bfa5479d5 | 63% | Sconosciuto | 1 |
| 31 | deepseek-v4-pro mini_swe_agent_deepseek_v4_pro_maxconfig_f64966d7e89784334403b1fe7878048a57ec00876ce000c6e2bef57e5f49e129 | 63% | Sconosciuto | 1 |
| 32 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_mediumconfig_402a0fe4d6931565bf6724561c4061f0e88fbda3bf95b56c133f6d26addc3e26 | 61% | Sconosciuto | 1 |
| 33 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_xhighconfig_dc7c67793df85a38e322ab4feed92a231902a67745d1e268a87b6d74844d0cf4 | 60% | Sconosciuto | 1 |
| 34 | claude-fable-5 mini_swe_agent_claude_fable_5_lowconfig_c690e0be3e8d248bcf56f308c253ff9ce8c149333a1e0b9412b7f8b69a31bf26 | 60% | Sconosciuto | 1 |
| 35 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_maxconfig_b8895eb0c759293b55e37def7cfbd162f10b78486bc0ef5c0f3f3ae9f43a2cd9 | 59% | Sconosciuto | 1 |
| 36 | claude-opus-5 mini_swe_agent_claude_opus_5_lowconfig_24f98c7e7848fa148f57009a6900cbf5074c5e1300c950add2e15db88b435f88 | 58% | Sconosciuto | 1 |
| 37 | qwen3-8-max mini_swe_agent_qwen3_8_max_xhighconfig_c1fa762bbc21726067c3e67bb1d9481c18268022c7090f2f890f8d514d0fb6bf | 57% | Sconosciuto | 1 |
| 38 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_xhighconfig_48bad74b1f6da89e03e6d0c75f872d8113fda707e64044512e74e758057407a3 | 57% | Sconosciuto | 1 |
| 39 | muse-spark-1-2 mini_swe_agent_muse_spark_1_2_xhighconfig_7a7ee985e6fe340f164c16d1afb470467960e81f08fbf6f4e65f09676eeba5ae | 55% | Sconosciuto | 1 |
| 40 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_xhighconfig_f08e8f48d01893af79c2caf089122161b3b14c03f77e05d67371c272cb310f0a | 54% | Sconosciuto | 1 |
| 41 | gpt-5-5 mini_swe_agent_gpt_5_5_mediumconfig_1ecbed94580896d44ec01b4b99dc0303b3195e94f9691c141b2e9be484d15bb6 | 54% | Sconosciuto | 1 |
| 42 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_maxconfig_64c1c487db75b6f50cb78e47cbcddc475d7835163bb54bca197d6929807213d8 | 54% | Sconosciuto | 1 |
| 43 | grok-4-5 mini_swe_agent_grok_4_5_highconfig_49cbd80643e492e0cf6b291292344090b910a525752717066aa166b49500ac86 | 54% | Sconosciuto | 1 |
| 44 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_highconfig_c70b094bd6bc90f6d73ca68f68464bf0e93f7fd41ac12ef19f50588add276301 | 54% | Sconosciuto | 1 |
| 45 | gemini-3-7-flash mini_swe_agent_gemini_3_7_flash_lowconfig_fdac9250de689f25b6718a003882c23c28bf84dd32fa6062f085cdf90e670352 | 54% | Sconosciuto | 1 |
| 46 | muse-spark-1-1 mini_swe_agent_muse_spark_1_1_xhighconfig_4f26f586de8723346aea4ac6f12834d5725a7817c0cb25377abf7b5b8174defb | 53% | Sconosciuto | 1 |
| 47 | deepseek-v4-flash mini_swe_agent_deepseek_v4_flash_maxconfig_ce541a8d1b086c6ec893f0b97904e6a6f35cc3d5f6cef04816ef487c188a8ca1 | 53% | Sconosciuto | 1 |
| 48 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_highconfig_58680d3eedd4aba4a66e8640af75742e54aafc7acb432a3cadbbf57a588317dc | 52% | Sconosciuto | 1 |
| 49 | gpt-5-4 mini_swe_agent_gpt_5_4_xhighconfig_c3464a0472feb8d3fe258f92ca0c657b38233a78d3fc984651940d33f20e86e6 | 52% | Sconosciuto | 1 |
| 50 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_xhighconfig_147bff69a94abfbdafc928e0bcd0a5e0b29af262312f804505a6afa320b38f0f | 50% | Sconosciuto | 1 |
| 51 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_mediumconfig_3ef8a78571b4db55102a1dcd4c752a5383675e978fe3b4a95498f5bd487d1cbc | 49% | Sconosciuto | 1 |
| 52 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_highconfig_4efd185eb4ad5275b557bc6111ae1947e9488c0690c30b536246c759b66e552c | 48% | Sconosciuto | 1 |
| 53 | gemini-3-6-flash mini_swe_agent_gemini_3_6_flash_highconfig_66464aef80070e91183f432938fb0720c862586f4cec7a311ddb916898fe6248 | 47% | Sconosciuto | 1 |
| 54 | gpt-5-6-sol mini_swe_agent_gpt_5_6_sol_lowconfig_b35e7084f490107ff26755c5b1273537c783262b505c1aa482e22478c164c846 | 45% | Sconosciuto | 1 |
| 55 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_highconfig_7ca720abbeb6b966e08ff13e43dd66c4ce24f20cd0c21e347365f9737c3310d0 | 44% | Sconosciuto | 1 |
| 56 | glm-5-2 mini_swe_agent_glm_5_2_maxconfig_08c75ff5b5fae701d4ee71ec5fc3cb6e2a39054e1b28350e64566658218b85e4 | 44% | Sconosciuto | 1 |
| 57 | grok-4-6 mini_swe_agent_grok_4_6_lowconfig_b3887dfd53e7b98841d8c2f592a9e9ed2dd78f42de43dcde2110cb3b91e97624 | 42% | Sconosciuto | 1 |
| 58 | claude-opus-4-8 mini_swe_agent_claude_opus_4_8_lowconfig_9a1325eb982ef5a1595ffad514abac5e163d6885bbbc075eba16dec0b46f4a4d | 41% | Sconosciuto | 1 |
| 59 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_mediumconfig_f0e2c73135d5b86f49948a23ee64ac435abb667458e1fae9d1c11c8e1186ffa8 | 40% | Sconosciuto | 1 |
| 60 | glm-5-2 mini_swe_agent_glm_5_2_highconfig_f17ac834afbf2b11b522ae81b1ca7f2447e312733af1a89d601b356c3f4af9b1 | 36% | Sconosciuto | 1 |
| 61 | gemini-3-5-flash mini_swe_agent_gemini_3_5_flash_highconfig_0eefe519e147a16e978da082c66fa969726579aeb56973768ca73cb1bc3e21e5 | 36% | Sconosciuto | 1 |
| 62 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_mediumconfig_038eeba65e62059f4ecbf181a3fc6b650197e5565b870690ab4acdf993591595 | 35% | Sconosciuto | 1 |
| 63 | kimi-k2-7-code mini_swe_agent_kimi_k2_7_code_defaultconfig_124cbcc3be53e10cd1eacf75752b42bdb1de1e3f300505cd9a91c8d7cfb62da1 | 31% | Sconosciuto | 1 |
| 64 | claude-sonnet-5 mini_swe_agent_claude_sonnet_5_lowconfig_2ff43d430d17fc22211a61f924364e79392742a599234cff2b758071d0f776d4 | 31% | Sconosciuto | 1 |
| 65 | claude-sonnet-4-6 mini_swe_agent_claude_sonnet_4_6_highconfig_7a7d2700f41f08a7c77f117fa2528b852375d1ff9cd7edc244a6758602df8aca | 30% | Sconosciuto | 1 |
| 66 | gpt-5-5 mini_swe_agent_gpt_5_5_lowconfig_eddf24c4f45fdddd638382b42b744f61680535d051dea5acdeb9da97262471d0 | 27% | Sconosciuto | 1 |
| 67 | gpt-5-6-terra mini_swe_agent_gpt_5_6_terra_lowconfig_bd9280382f7291b715a8d59bd21f92caca736754aea139b7257112f4d58b1a58 | 24% | Sconosciuto | 1 |
| 68 | gemini-3-1-pro-preview mini_swe_agent_gemini_3_1_pro_preview_highconfig_5ab1cfce9a0ab268f572bfcda041482ea856d2d71f2155ab18a1fed803987d6d | 12% | Sconosciuto | 1 |
| 69 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_mediumconfig_6f12c6f06fbb79da94ca98267c419407731951297057e438fbfed83e8fac354d | 11% | Sconosciuto | 1 |
| 70 | gpt-5-6-luna mini_swe_agent_gpt_5_6_luna_lowconfig_4c1aa5736b934cbb1c18d21f67ab505d0157d5aa73c579ba0c4737f1dab87dfa | 2% | Sconosciuto | 1 |
Evidenze dell'explorer
FrontierCode
Le fonti divergono; mostrate separatamente, mai mediate. Osservato il ; valido fino al .
| Posizione | Configurazione | Capacità | Incertezza | Famiglie |
|---|---|---|---|---|
| 1 | claude-opus-5-5_medium 2026-09-22config_90499d2a1f50ddc00ff8c1c68be58d73783300e7340eeedac5fe2d8cd4fd40ba | 55% | Sconosciuto | 1 |
| 2 | claude-fable-5_unknown 2026-06-09config_2687d157270f72d022ef9d602e76ea269ae5bbe66b7062f45d9519682576e6bc | 53% | Sconosciuto | 1 |
| 3 | claude-opus-5_max 2026-07-24config_01ae91077ba9150d840277a7e0fae15a73827719e0ba224bbba0bcd68fcff8fd | 53% | Sconosciuto | 1 |
| 4 | gpt-6-astra_max 2026-09-03config_3908ce8b0cfc8880b5377d99a32b9613c8f09ed7a7a7183bf560bcdd786ee0bb | 53% | Sconosciuto | 1 |
| 5 | claude-sonnet-5-5_xhigh 2026-09-28config_c8ee8e119935ab0d9704857eb2a639aeba26b58e63ddce2417cbdb43d8b826a5 | 52% | Sconosciuto | 1 |
| 6 | claude-fable-5-1_medium 2026-09-01config_766d77cd2cc468aa22a3b82b7ca4c80c53738534b6e94dc98a1bedc71520717b | 51% | Sconosciuto | 1 |
| 7 | gpt-6.1-sol_medium 2026-09-29config_813cd1d07d0def8f942f9d3a553db84f1e6cadceb3148bd682945d0778582d34 | 50% | Sconosciuto | 1 |
| 8 | swe-2_max 2026-09-10config_fcf75fae7bddd18c493e261670a9e42da4ea61eb266e213af94cb0cc4eddf988 | 50% | Sconosciuto | 1 |
| 9 | gpt-6-sol_max 2026-09-22config_6675e750a5409e535610dc739112c7e78133adcad0a05e81c34f3b8f68b8ed2a | 49% | Sconosciuto | 1 |
| 10 | grok-4.6_unknown 2026-08-12config_6f19456a4f118a4b3c66a978bb3ba438e8c520a2aab0e4b97f910bbeb57e5c3a | 48% | Sconosciuto | 1 |
| 11 | grok-4.7_unknown 2026-09-21config_7dcc189def701430024d662238b80569cc314c0b26ea0ab72260bea83bbff860 | 48% | Sconosciuto | 1 |
| 12 | gemini-4-argon_medium 2026-09-30config_44949c993f4c3cd97c101e235417e3ff252439a7826ccff54b9f3f3749839d95 | 48% | Sconosciuto | 1 |
| 13 | gpt-5.6-sol_unknown 2026-07-09config_17bd8197f3fd1a6dedb58a378cdf0895baf1b2a851d5854654a0c98850bba753 | 47% | Sconosciuto | 1 |
| 14 | claude-opus-4-8_unknown 2026-05-28config_e749e354200461935a7ea9ae57b004b4e1f125109bb0bd8de48c32a13eebb614 | 47% | Sconosciuto | 1 |
| 15 | claude-haiku-5-5_max 2026-10-07config_a68821c2c10661f545d7e609b739f19a781c52369b9eaba77eaccf147ff5c4fb | 46% | Sconosciuto | 1 |
| 16 | kimi-k3_unknown 2026-07-16config_5f807dbaeaa3f031f58ad044b8844ec9ef389ab36b3912602fc7d561ae9d853f | 44% | Sconosciuto | 1 |
| 17 | deepseek-v4.1-flash_high 2026-09-09config_61a32fe590eab15d5efcb1ba83333d817aee5d9fe0f91b42af1d47ac69312d9a | 44% | Sconosciuto | 1 |
| 18 | gemini-3.7-flash_unknown 2026-08-13config_979ea3f491ea0ce4d1592c2fd14fdd2c6614deca19982258189e852fab394a98 | 44% | Sconosciuto | 1 |
| 19 | gpt-5.5_unknown 2026-04-23config_1e208f4033ab491d49ba0d4b503ba2fe32291e9d6098f5d4d8f8e49626881b93 | 43% | Sconosciuto | 1 |
| 20 | claude-sonnet-5_unknown 2026-06-30config_418d28c0e375135ed44780ae367a2993f23a63fc87007d4b8db6dc5266872519 | 43% | Sconosciuto | 1 |
| 21 | grok-4.5_unknown 2026-07-08config_26c6959381309382a26d1cf08cc8cb0fe4f24b8d758ebb5d2c4ac13a6c1a98a4 | 42% | Sconosciuto | 1 |
| 22 | gpt-6-luna_max 2026-09-22config_5fc8d0b52c3b5a7b8683b5f976a6abbf7564672c93865747cd5919dfee8df554 | 42% | Sconosciuto | 1 |
| 23 | swe-1.7 2026-07-08config_0af4579c0b86d218359bc028ab6200f92b82904f90d1f39e668ac8f04c0d71e6 | 42% | Sconosciuto | 1 |
| 24 | gpt-5.6-terra_unknown 2026-07-09config_46ae875a3954f9177367781981a840741d7fecb6bd533f37236eadb15d6e1e0a | 41% | Sconosciuto | 1 |
| 25 | gemini-3.8-flash_medium 2026-09-02config_94836814a3db1b798ae86f92e20e5703f30f8b4141bb65b1c40d102973dc9b0b | 41% | Sconosciuto | 1 |
| 26 | glm-5.3_max 2026-08-14config_e719512e6468a1452cb307be4752ef8a015ab1d5d3f3dcf6e1e101537c2eca99 | 40% | Sconosciuto | 1 |
| 27 | gpt-5.6-luna_unknown 2026-07-09config_e9c34ce3587902bc4450dbe8a5810efe724222888ca3811c588b2672f99350f7 | 40% | Sconosciuto | 1 |
| 28 | mistral-large-4-0_high 2026-10-06config_dd8433e8032d4e3d4cbe931149d41351c90cf2bda2fcbf2efc093973f704718a | 39% | Sconosciuto | 1 |
| 29 | claude-opus-4-7_unknown 2026-04-16config_21128ad78dc713b9bd8c2c4e5785f2df83bd2f60bb7b528d3f0e729d08305bae | 39% | Sconosciuto | 1 |
| 30 | gemini-3.6-flash_unknown 2026-07-21config_ddc097c573d7683ddb36928a79826c1c7f1a5ca85c27242b5c4ab90445a76d94 | 34% | Sconosciuto | 1 |
| 31 | glm-5.3-flash_max 2026-08-20config_4152f2f8d194fe4b83c3a222bedc39286e4dd8895b2ed2d4e8e99a4ce261c88e | 32% | Sconosciuto | 1 |
| 32 | kimi-k2.7-code 2026-06-12config_31ed039d75fd33b1057b150e5c418bd51423d38b8c7df9f78ce69ac1eb40d1dd | 30% | Sconosciuto | 1 |
| 33 | deepseek-v4-pro-0813_high 2026-08-13config_8a7e5239c8019349859cad629bfdf4bb15c9526124b744bcffc33b0132d38ce9 | 29% | Sconosciuto | 1 |
| 34 | gpt-5.4-mini-2026-03-17_unknownconfig_a1a7e4c8bd25d82dbdff30aac9a30694bcf9ddf729a11c7acbe2de38ab6b594b | 27% | Sconosciuto | 1 |
| 35 | claude-opus-4-6_unknown 2026-02-05config_e7abe35fbe8b8380a7ed4bd066f441d3c556b93518c20c7dee0040dc10f6c057 | 27% | Sconosciuto | 1 |
| 36 | Composer 2.5 2026-05-18config_b97fd425f2526368e32ded2bdd621c90584703dd47438cbae1a93b378413ba24 | 26% | Sconosciuto | 1 |
| 37 | glm-5.2_none 2026-06-16config_1cf4f3a461cabc583aa1fd99528a9a49cb7ad51c8bf54b17b41aa166067db96e | 25% | Sconosciuto | 1 |
| 38 | claude-sonnet-4-6_unknown 2026-02-17config_d16ff9a95d6839c1a8010ea4b24eaba8ce434289cba69a318f262bbddda8e0bb | 24% | Sconosciuto | 1 |
| 39 | deepseek-v4-flash-0731_unknown 2026-07-31config_1741249f61e43d5e0775aee38cdd65856748f0494f277058d9aade01fb20ef12 | 19% | Sconosciuto | 1 |
| 40 | deepseek-v4-pro_none 2026-04-24config_0ec4386dd9cf763f25ad6463b4a4d9b24d51c2e322a61f5edc47e696326a88f1 | 18% | Sconosciuto | 1 |
| 41 | MiniMax-M3 2026-06-01config_fda1b5b794f636b1d632482936703d0882563edabfbdf6da15e1963b0c25d0fa | 15% | Sconosciuto | 1 |
| 42 | Inkling 2026-07-15config_2935bdf11dec76c7f9a65156ca62b11fc810ba21a9180eed041f73b855bc0ff7 | 14% | Sconosciuto | 1 |
| 43 | nemotron-3-ultra 2026-06-04config_ebc11e1c77c17935419f5c1b0f3e6353aca617bb1d1a067d09b9de75b28ed314 | 14% | Sconosciuto | 1 |
| 44 | qwen3.7-plus 2026-06-02config_cfeeedc2c510d32d19e1045147c700762bec5ac62becc634ee0c0cbba69886c5 | 10% | Sconosciuto | 1 |
| 45 | swe-1.6 2026-04-07config_d2e00c33cb950bbd93c737b50cbdb921b656d56f3197311fd977d43ca7580864 | 9% | Sconosciuto | 1 |
| 46 | mistral-medium-2604 2026-04-28config_08f48de2f9787685aeb85fb80598d6df7be8e10ee16d859266f3dee6ead8064c | 8% | Sconosciuto | 1 |
Evidenze dell'explorer
LiveBench agentic coding
Le fonti divergono; mostrate separatamente, mai mediate. Osservato il ; valido fino al .
| Posizione | Configurazione | Capacità | Incertezza | Famiglie |
|---|---|---|---|---|
| 1 | deepseek-v4.1-flash-max livebench-agentic-coding:deepseek-v4.1-flash-maxconfig_a3f3f48128015b7048dc83697f2bfe8f012daa73f5ffa11178ec46caac6e0045 | 100% | Sconosciuto | 1 |
| 2 | claude-opus-5-5-max-effort livebench-agentic-coding:claude-opus-5-5-max-effortconfig_623424b00ad7bf3ec909007676ec6f8473696f7c7356df518cb7c6a367bab583 | 91% | Sconosciuto | 1 |
| 3 | claude-fable-5-1-max-effort livebench-agentic-coding:claude-fable-5-1-max-effortconfig_e61c4784e49f2ae6ebee18a6898684480b342962e8c12b229bbcdcb3ee90aa74 | 81% | Sconosciuto | 1 |
| 4 | claude-opus-5-5-xhigh-effort livebench-agentic-coding:claude-opus-5-5-xhigh-effortconfig_44e877a45e05f65cfc614cff579a28937df62aeb0cce06842ef15f643a03f651 | 80% | Sconosciuto | 1 |
| 5 | claude-opus-5-max-effort livebench-agentic-coding:claude-opus-5-max-effortconfig_fa03387b80782426a0083d86224b364186421f9f6475c7f7af53980146d2f4c4 | 79% | Sconosciuto | 1 |
| 6 | deepseek-v4-flash-vision-exp livebench-agentic-coding:deepseek-v4-flash-vision-expconfig_2f5283742b3da15d7054dd4c988df126247e4dd355031c2f5ce11bb9ef2217c3 | 79% | Sconosciuto | 1 |
| 7 | qwen3.8-max livebench-agentic-coding:qwen3.8-maxconfig_26d1a7c978290d54d7ef0eabebeaf9c0d1ce39c50082e92678df53715048bfbc | 79% | Sconosciuto | 1 |
| 8 | smaug-agentic livebench-agentic-coding:smaug-agenticconfig_67ad1d94b2e3e15e9350f6cbaeb2b779ea72938ddd0cfd5bbe55b326a9af3973 | 79% | Sconosciuto | 1 |
| 9 | muse-spark-1.3-xhigh livebench-agentic-coding:muse-spark-1.3-xhighconfig_27796316611daaff0f2c0d9c95585ae1251e0dc908250b7fa937ae1b56fd5b2a | 78% | Sconosciuto | 1 |
| 10 | muse-wonder-1.0-max livebench-agentic-coding:muse-wonder-1.0-maxconfig_d700d6c3add4e420345c60eb09730cc20a080f90620fb94130885fdc0ad67e67 | 75% | Sconosciuto | 1 |
| 11 | kimi-k3 livebench-agentic-coding:kimi-k3config_3c44623be11a035903d5f110f1ef71d07c0e9527362cc1140d7af0b1aad175d0 | 74% | Sconosciuto | 1 |
| 12 | claude-fable-5-max-effort livebench-agentic-coding:claude-fable-5-max-effortconfig_dcebf770950f840525905cfd4cf209b75af292cc15028f199a71012506b8670b | 74% | Sconosciuto | 1 |
| 13 | qwen3.8-flash-next livebench-agentic-coding:qwen3.8-flash-nextconfig_4a92826c1f8edba2a821b99891d25bdc1177117a1e0ff6a16ac7b02505331156 | 73% | Sconosciuto | 1 |
| 14 | qwen3.8-27b livebench-agentic-coding:qwen3.8-27bconfig_92f7a920aed94c8ff82916197320f4206f4e12206d8847aab897861be0e1e7aa | 73% | Sconosciuto | 1 |
| 15 | smaug-flash livebench-agentic-coding:smaug-flashconfig_7c7be6bb607f705ae5e1c71de96a36378ff23218a49b2a1bb8300ccc8e4a1b95 | 72% | Sconosciuto | 1 |
| 16 | glm-5.3 livebench-agentic-coding:glm-5.3config_5012de9feced966a8ccc1480e05037cbe594c1bfa695e86c08bd7d3ecf4be8cb | 72% | Sconosciuto | 1 |
| 17 | smaug-mini livebench-agentic-coding:smaug-miniconfig_0ba097f94061fab8ecdb9f4f985ed096d19d6b4c3cad10094d01c3cf09bd81ca | 72% | Sconosciuto | 1 |
| 18 | claude-sonnet-5-xhigh-effort livebench-agentic-coding:claude-sonnet-5-xhigh-effortconfig_43a9cabf932f32a8fd6429e849f209b92fee99c00b1af2f130861fabf8759be4 | 70% | Sconosciuto | 1 |
| 19 | muse-spark-1.1-xhigh livebench-agentic-coding:muse-spark-1.1-xhighconfig_5bfd425c9188db5ba59751d48dc93c77f1f0e88472b5457fa33c17290bd9d6f6 | 68% | Sconosciuto | 1 |
| 20 | gemini-3.7-flash-high livebench-agentic-coding:gemini-3.7-flash-highconfig_fb0cc6574ed6ac7ffdf69a8b7c28eebaa2789283a43c989d28c70ed4f5d8ba38 | 68% | Sconosciuto | 1 |
| 21 | muse-spark-1.2-xhigh livebench-agentic-coding:muse-spark-1.2-xhighconfig_9160731edb105c8a8b3bcd5cda3e79956fe3317b3523ed3d7757352ab9183cf4 | 66% | Sconosciuto | 1 |
| 22 | gpt-6-astra-max livebench-agentic-coding:gpt-6-astra-maxconfig_42a8b34ee9a4f138e063b1183909272846b4a1e63e5df2ce174ae8eea006b8c6 | 66% | Sconosciuto | 1 |
| 23 | mistral-large-4-high livebench-agentic-coding:mistral-large-4-highconfig_44e285c637d9552f68349686007879336b5415c6bda58f4101298f9621edd59c | 66% | Sconosciuto | 1 |
| 24 | claude-haiku-5-5-max-effort livebench-agentic-coding:claude-haiku-5-5-max-effortconfig_4a733a5bd5af122eb57fba1cb64e4885aeb57514c6f5df227e9e3113e9fbdd25 | 66% | Sconosciuto | 1 |
| 25 | grok-4.6 livebench-agentic-coding:grok-4.6config_66e38e59192d3478e63c4c1b1a7f73ee6766beefaf61ff0a360b1f8e615d4aac | 66% | Sconosciuto | 1 |
| 26 | gpt-6.1-sol-xhigh livebench-agentic-coding:gpt-6.1-sol-xhighconfig_5f57290c240f2bc5bee9802b989fd3c1977026ea5cf1c2b3b90ce00de7c169b9 | 65% | Sconosciuto | 1 |
| 27 | glm-5.3-flash livebench-agentic-coding:glm-5.3-flashconfig_f2d90fa000d69788d8ba7c27f25f4a7c709b0392d758776a53c7b6fcafca4aa1 | 65% | Sconosciuto | 1 |
| 28 | grok-4.5 livebench-agentic-coding:grok-4.5config_e9fee7d161eab1a6a13dbba4437ec82529c71beffa6065c021e96213a7ce1402 | 65% | Sconosciuto | 1 |
| 29 | claude-sonnet-5-5-max-effort livebench-agentic-coding:claude-sonnet-5-5-max-effortconfig_c8a3216833070fac26546922f11e7510e41f719fb1159ebd788aabfb4de7d67f | 64% | Sconosciuto | 1 |
| 30 | gpt-5.6-sol-max livebench-agentic-coding:gpt-5.6-sol-maxconfig_f2b299001d72eaf68e7ae779b7f29eb19c55590f8023553b74abcc8f2bfff556 | 64% | Sconosciuto | 1 |
| 31 | gpt-5.6-terra-max livebench-agentic-coding:gpt-5.6-terra-maxconfig_58e8d9d93f31d32dc713de617c9fabcce4f1c51501460215d332544ec8523c9d | 62% | Sconosciuto | 1 |
| 32 | deepseek-v4-pro-0813 livebench-agentic-coding:deepseek-v4-pro-0813config_b1ef602b63ec31a0274aea5b9c159ba86374059f9304b8eb427021c54b71febc | 62% | Sconosciuto | 1 |
| 33 | gpt-6.1-sol-max livebench-agentic-coding:gpt-6.1-sol-maxconfig_82e08e3f15c94e36919fd9156e552d54f5e51b402e0279d32ea3a46f06a063be | 61% | Sconosciuto | 1 |
| 34 | gemini-3.8-flash-high livebench-agentic-coding:gemini-3.8-flash-highconfig_5e651bc83d7908ab3a82f9c4e3abbfcb80c833bd97d5a51f6b15d46d7a3284d8 | 61% | Sconosciuto | 1 |
| 35 | grok-4.7-xhigh livebench-agentic-coding:grok-4.7-xhighconfig_dd6eb5fafb9fe66d1b28f8ca1764d18b2015f4c45cc5382013f88c19f54b7772 | 60% | Sconosciuto | 1 |
| 36 | gpt-5.5-xhigh livebench-agentic-coding:gpt-5.5-xhighconfig_f33b6bda00ff309df0ae96b94b139e89627e355cab0fda45ba69be2dea74444c | 60% | Sconosciuto | 1 |
| 37 | gpt-5.4-xhigh livebench-agentic-coding:gpt-5.4-xhighconfig_1cd35baf86058bbcb067d9230953ec4ea959b7fce959ffe1cb4caeefcb7259e2 | 60% | Sconosciuto | 1 |
| 38 | gpt-6-sol-max livebench-agentic-coding:gpt-6-sol-maxconfig_cff5173a77e25ec1878a770fdc5028856f9c8b5b2c1e73112740fb3c23a4b9e9 | 58% | Sconosciuto | 1 |
| 39 | ox-alpha-max livebench-agentic-coding:ox-alpha-maxconfig_32d6a5b3871bde90f48e9324210bdd27b7faa9cee90cf595e9e37c5ecc755eea | 58% | Sconosciuto | 1 |
| 40 | glm-5.2 livebench-agentic-coding:glm-5.2config_4263018f36603403a9ce293938692fe616138032641eac7fd56b42a11e988ed0 | 57% | Sconosciuto | 1 |
| 41 | claude-haiku-5-5-xhigh-effort livebench-agentic-coding:claude-haiku-5-5-xhigh-effortconfig_5951b361a7f236fd36757bbf3578a59742635d32b18aa25339eafe74293ae5e1 | 56% | Sconosciuto | 1 |
| 42 | gpt-6-luna-max livebench-agentic-coding:gpt-6-luna-maxconfig_b62038a08bf31d47cda50b8f9fa85bcef25deb9bc5e754a1a56da8c7f0ad8d0e | 56% | Sconosciuto | 1 |
| 43 | claude-opus-4-7-xhigh-effort livebench-agentic-coding:claude-opus-4-7-xhigh-effortconfig_c4ae48ff9433a87a1a6358ecb69351665798f780ba7ffdb21d03307cd0c99084 | 55% | Sconosciuto | 1 |
| 44 | claude-opus-4-8-max-effort livebench-agentic-coding:claude-opus-4-8-max-effortconfig_ed201395926551ba01bdcbb0ab6747cb22040dc95c8d9c9a42e6695543f895c6 | 54% | Sconosciuto | 1 |
| 45 | gpt-5.2-2025-12-11-high livebench-agentic-coding:gpt-5.2-2025-12-11-highconfig_5da2e1e74c881e85fa6e95e1e86ff95f66d2b4db3bcb782d47569d8c2f86f188 | 54% | Sconosciuto | 1 |
| 46 | inkling-xhigh livebench-agentic-coding:inkling-xhighconfig_210d4d63755602d853e3b391fcb8f9a03ae30508cd764711bf00d4f4d91478ba | 53% | Sconosciuto | 1 |
| 47 | gpt-5.2-codex livebench-agentic-coding:gpt-5.2-codexconfig_9361dcf948767508f060bd9b9435f00af0488858ffd4a34a05f051154714f14d | 53% | Sconosciuto | 1 |
| 48 | gemini-3.5-flash-high livebench-agentic-coding:gemini-3.5-flash-highconfig_519f10ce6dfa986f913e0a8b676529d9f942ca65529e5fc665ea999caf5d643d | 52% | Sconosciuto | 1 |
| 49 | claude-opus-4-6-thinking-auto-high-effort livebench-agentic-coding:claude-opus-4-6-thinking-auto-high-effortconfig_ded52f2edda6edd0f39efbf69e8c01653594e4a09fe06169692cc3171fbbfc7e | 52% | Sconosciuto | 1 |
| 50 | gpt-5.6-luna-max livebench-agentic-coding:gpt-5.6-luna-maxconfig_e3f67054973eae8d12055b2087d7828e8517edd8169c113ed014233ec9ab4cdc | 51% | Sconosciuto | 1 |
| 51 | kimi-k2.6-thinking livebench-agentic-coding:kimi-k2.6-thinkingconfig_f677d1d6c5a69e5214ea5163c28aef1da8b5a2adb2b6cc8b4add29a27be23c44 | 48% | Sconosciuto | 1 |
| 52 | deepseek-v4-flash-0731 livebench-agentic-coding:deepseek-v4-flash-0731config_2056e61855394ea265f638b65933e2ddceee64a6bdae1084b01b7d1c98e90440 | 48% | Sconosciuto | 1 |
| 53 | gpt-5.4-nano-xhigh livebench-agentic-coding:gpt-5.4-nano-xhighconfig_3e97d54bcf0ae865763a710c3fa4a4dc79fb5ebad56e761fcb2667d5f6d315b9 | 48% | Sconosciuto | 1 |
| 54 | grok-build-0.1 livebench-agentic-coding:grok-build-0.1config_17213fd3b89188a50a3c410f0cd97fe95586bdf87f092d2b406d2942d5c45627 | 46% | Sconosciuto | 1 |
| 55 | kimi-k2.7-code livebench-agentic-coding:kimi-k2.7-codeconfig_0c53be86b5d3dd18a9cc284369998d3b5352e86cf821e466f2b774fa8dd53eb1 | 46% | Sconosciuto | 1 |
| 56 | gemini-3.5-flash-lite-high livebench-agentic-coding:gemini-3.5-flash-lite-highconfig_c13b9e922644048fd62e73f75e8cb23e5d51960a9e3e7e88e26f9ee985c95e00 | 45% | Sconosciuto | 1 |
| 57 | gemini-3.1-pro-preview-high livebench-agentic-coding:gemini-3.1-pro-preview-highconfig_31ea798c91e15a1273c3aa128a89c3d99da42d7f87c53d5b092dd590d5d0e272 | 44% | Sconosciuto | 1 |
| 58 | qwen3.7-max livebench-agentic-coding:qwen3.7-maxconfig_526c723601680bbd21f0d26b39723e28b38ed8ed5236854c5cdd8a7937214a07 | 43% | Sconosciuto | 1 |
| 59 | gemini-3.6-flash-high livebench-agentic-coding:gemini-3.6-flash-highconfig_414ce51dc9cbb1149cfb361e38ceff9fff80dfeef3dd30a9bc476bf1daac4beb | 42% | Sconosciuto | 1 |
| 60 | claude-sonnet-4-6-thinking-auto-medium-effort livebench-agentic-coding:claude-sonnet-4-6-thinking-auto-medium-effortconfig_45f4a5f474ac65b466de3a1bb6e0574f3296076c1dec393c3e9968340b9274ed | 41% | Sconosciuto | 1 |
| 61 | deepseek-v4-pro livebench-agentic-coding:deepseek-v4-proconfig_69a8e6cf4d12564ee0b66d77c6bd5690116f378b1286c0e07b1956d455122b92 | 41% | Sconosciuto | 1 |
| 62 | gpt-5.4-mini-xhigh livebench-agentic-coding:gpt-5.4-mini-xhighconfig_17d661fd889b3b6b7de1d2cf8f160a857b8f126cf7cb8b3cbd4ba6836a61b241 | 39% | Sconosciuto | 1 |
| 63 | qwen3.6-plus livebench-agentic-coding:qwen3.6-plusconfig_a19b51c76a73ae2388dd7d025d3f04ece42cfbe48a8687b2b10e5ba04090d6b3 | 39% | Sconosciuto | 1 |
| 64 | minimax-m3 livebench-agentic-coding:minimax-m3config_70308968d63164d37ff3ab52d90f9b7371ff2e67a139e2831c42316b13a8f7ec | 38% | Sconosciuto | 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% | Sconosciuto | 1 |
| 66 | claude-sonnet-5-5-xhigh-effort livebench-agentic-coding:claude-sonnet-5-5-xhigh-effortconfig_e921269ddad45a601aeab57c06fe011fda91305085dfaecd382482a7e1abf63b | 35% | Sconosciuto | 1 |
| 67 | qwen3.6-27b livebench-agentic-coding:qwen3.6-27bconfig_a4613216c98e96a740df9aa99206df2177d766124e35a4ff8fc983fe8b33cef1 | 35% | Sconosciuto | 1 |
| 68 | nemotron-3-ultra-550b-a55b livebench-agentic-coding:nemotron-3-ultra-550b-a55bconfig_c4e39dd53ca9e460399d4e08d0be1f20632d8481fb1f0b1ce70267f9dcc29f2b | 34% | Sconosciuto | 1 |
| 69 | deepseek-v4-flash livebench-agentic-coding:deepseek-v4-flashconfig_cb8b3b1bc3c4d2cd9fd891b40959f91faca99d85fb611bf5efbff613f644da54 | 33% | Sconosciuto | 1 |
| 70 | nemotron-3.5-lightning-30b-a3b livebench-agentic-coding:nemotron-3.5-lightning-30b-a3bconfig_b1b688f7f0f9bec6b0344ebf538a77007d9d3cb34df96b8ef759830f0858b3d7 | 2% | Sconosciuto | 1 |
| 71 | grok-4.3 livebench-agentic-coding:grok-4.3config_de3dfd64073bdada42dd848c34a68abad02091bfe4d48421a0ee5121140931ff | 0% | Sconosciuto | 1 |
Evidenze dell'explorer
SWE-rebench
Le fonti divergono; mostrate separatamente, mai mediate. Osservato il ; valido fino al .
| Posizione | Configurazione | Capacità | Incertezza | Famiglie |
|---|---|---|---|---|
| 1 | Fable 5 [high] swe-rebench:Fable 5 [high]__toolsconfig_4e7f75da05439b3642933e9e555d35f601be606b56be74f249c84b75c72c7285 | 65% | Sconosciuto | 1 |
| 2 | Grok 4.5 [high] swe-rebench:Grok 4.5 [high]__toolsconfig_4a0a36facd4c84472b72c62315364c005e7905eb5e714da1268a9e10704329fa | 64% | Sconosciuto | 1 |
| 3 | Opus 5 [high] swe-rebench:Opus 5 [high]__toolsconfig_e87585e983bf07a6c02dd9e122ee8c2ae6f5871b7d00cf81ae3e56adc6c74466 | 63% | Sconosciuto | 1 |
| 4 | GLM-5.2 [high] swe-rebench:GLM-5.2 [high]__toolsconfig_31790c4ce133091479f0e475b3c27f17707bca63b16038b982c4a5d619781022 | 63% | Sconosciuto | 1 |
| 5 | GPT-5.6 Sol [medium] swe-rebench:GPT-5.6 Sol [medium]__toolsconfig_fd0af5a9ef00c56831263638b341da9cf910d665474da73ea958d614ed9b2973 | 62% | Sconosciuto | 1 |
| 6 | Junie swe-rebench:Junie__toolsconfig_19dd924a998d790e3430cbf19f065f410d0becb402d0a54ff47187d54449d6a8 | 62% | Sconosciuto | 1 |
| 7 | Claude Code swe-rebench:Claude Code__toolsconfig_7097e56f2e9fd36c0bb8cfd5de2bdd1955c6c94706e13288dcf955eef65c38ff | 60% | Sconosciuto | 1 |
| 8 | Codex swe-rebench:Codex__toolsconfig_2503d09994edcf16bdf3fe21d749c4472d6a66f7df09489754741fad26b321f8 | 58% | Sconosciuto | 1 |
| 9 | Sonnet 5 [high] swe-rebench:Sonnet 5 [high]__toolsconfig_9f982bb8a565d848359fa715eb45b07fabf7e4f8ef2af465ef1db26476524069 | 57% | Sconosciuto | 1 |
| 10 | Cursor swe-rebench:Cursor__toolsconfig_26a283926b59a657126e00e3aa5950ed50b55d8f192325c2a0bf6ac79ece30de | 52% | Sconosciuto | 1 |
| 11 | MiniMax M3 swe-rebench:MiniMax M3__toolsconfig_880d9ea0f0cb2554866d99d48bbc0369bee8d93f574e75e1e6d8c2980362d2a7 | 47% | Sconosciuto | 1 |
| 12 | MiMo V2.5 Pro swe-rebench:MiMo V2.5 Pro__toolsconfig_94baade9cb08003b0121bfcef2b4c713b9f593a25855407b4cf4cb6d84b30a21 | 46% | Sconosciuto | 1 |
| 13 | GPT-5.6 Luna [medium] swe-rebench:GPT-5.6 Luna [medium]__toolsconfig_60a6476cf22eb1bb99856c673a62c0707918e28ff9c5fa48b7dd91c60084e487 | 44% | Sconosciuto | 1 |
| 14 | DeepSeek-V4 Pro [high] swe-rebench:DeepSeek-V4 Pro [high]__toolsconfig_cd306ea55772d6cddc152bf079e0a2caf9ad5196e75005290fb2ccf874735648 | 40% | Sconosciuto | 1 |
| 15 | Qwen3.6-27B swe-rebench:Qwen3.6-27B__toolsconfig_69ba7e04be3a3d97010f1c48f1491d2bee2976fa3ab917418a543bb819d4a19e | 31% | Sconosciuto | 1 |
| 16 | Qwen3.6-35B-A3B swe-rebench:Qwen3.6-35B-A3B__toolsconfig_030863e97e67f3c828545b380b319c8dc864d169055be74829235acb7d61e71b | 25% | Sconosciuto | 1 |
| 17 | Qwen3.5-35B-A3B swe-rebench:Qwen3.5-35B-A3B__toolsconfig_7e7a00e9aad734a48f0ad69fe3418df9a606e2eec0fe99859cf7a9fcc2c8c7ca | 17% | Sconosciuto | 1 |
Evidenze dell'explorer
Terminal-Bench 4.0
Le fonti divergono; mostrate separatamente, mai mediate. Osservato il ; valido fino al .
Confronta le configurazioni di questo gruppo
Non ci sono abbastanza evidenze indipendenti per un gruppo di testa
- La calibrazione non è stata convalidata
- La sovrapposizione delle configurazioni è sotto la soglia richiesta
- La copertura indipendente delle famiglie di benchmark è sotto la soglia richiesta
Configurazione del modello · Prompt diretto
Esplorativo - non è ancora un vincitore in classificarg-coding-general-model-configuration-direct-prompt-model-configuration-v1Evidenze dell'explorer
SciCode
Fonte unica. Osservato il ; valido fino al .
| Posizione | Configurazione | Capacità | Incertezza | Famiglie |
|---|---|---|---|---|
| 1 | claude-opus-5-5_max 2026-09-22config_58b43df56ccdb3b49c290ea5a3f5bd304edde074bd05a97e4267a309a93d13e7 | 67% | Sconosciuto | 1 |
| 2 | claude-opus-5-5_xhigh 2026-09-22config_fed93fc128e73cfa299ef9faa5ea0c9d7412ce600e47588325846e1e46ca16b2 | 65% | Sconosciuto | 1 |
| 3 | gemini-4-carbon_high 2026-10-28config_bb5251f498efd88d100369ec4c0b3dc4461e6e0ae9ec161a5221367ccc0d71e7 | 64% | Sconosciuto | 1 |
| 4 | claude-fable-5-1_max 2026-09-01config_0fb3f03e52dd04e1e410fcb6fcbf3895aa0c0e4c2a75830e44bbc9a24a60a0a3 | 63% | Sconosciuto | 1 |
| 5 | gemini-4-argon_high 2026-09-30config_207f9c411d59bcde3bf970e7af83b7b5f6288b7dfbdef7e1a2ad4ee5dfb97f6d | 62% | Sconosciuto | 1 |
| 6 | claude-fable-5_max 2026-06-09config_8d34c7dd565f0a64b9d80273b41cbbdfa54d2e2a9f8e5b9fc3802846f3aa05c4 | 61% | Sconosciuto | 1 |
| 7 | claude-sonnet-5-5_max 2026-09-28config_9499c796f8ceb4ebf985bc887d35fb22dc78ba4d9a16755163b719f5f7f14df1 | 61% | Sconosciuto | 1 |
| 8 | mimo-v2.6-pro 2026-09-21config_2054231b5b558c35832f9e1c97ef252e65b94c160d010cf32625f3ae3b697e00 | 61% | Sconosciuto | 1 |
| 9 | claude-fable-5-1_xhigh 2026-09-01config_d48a892c08a1da22463a0547f533e77e0097c98af2ee315884384c432ba7bedb | 61% | Sconosciuto | 1 |
| 10 | kimi-k3.1-pro_unknown 2026-10-23config_43da3ed478dd5d438ee5c9247d39b75d75b6914dc612747a0d7aa2070a5ffa8b | 61% | Sconosciuto | 1 |
| 11 | claude-opus-5-5_high 2026-09-22config_5e2eeaba85ad807c94176165ba344bfe287e8963cb59e6470a58cbcdb6b84809 | 60% | Sconosciuto | 1 |
| 12 | muse-wonder-1.0_max 2026-10-12config_0da0a9414492e7b8092eef021a4da80d6d52c5c43c3b5d69c8d837d10b9cf6cf | 60% | Sconosciuto | 1 |
| 13 | gemini-3.7-flash_medium 2026-08-13config_f23a2989c021a0521977017290b5fc5dadc083222007c07593dff7d1b7c0c21d | 60% | Sconosciuto | 1 |
| 14 | muse-spark-1.3_xhigh 2026-09-02config_1501233e0a353907564f0b0065bffa7d95613131903c948c969957dd8cf05f50 | 60% | Sconosciuto | 1 |
| 15 | kimi-k3_max 2026-07-16config_d707a33ef8e8b94ed2cdf47b839b4e654183a727a95543e4e877618d832b2112 | 59% | Sconosciuto | 1 |
| 16 | claude-opus-5-5_medium 2026-09-22config_712615b07be9e67bd8bdc35448a271c534199a766fd31bc41dd5517af4f528dd | 59% | Sconosciuto | 1 |
| 17 | glm-5.3_max 2026-08-14config_9b0205d7ef18d1ac04522fff944fe42e2b0b2d72f282ffbbecff5ac70877e585 | 59% | Sconosciuto | 1 |
| 18 | step-5-preview_unknown 2026-09-18config_bdf4856c7934b836ce742a9b876094f7a53a68aabb69d91e776432c75f0b52b8 | 59% | Sconosciuto | 1 |
| 19 | muse-spark-1.1_xhigh 2026-07-09config_01ffd2400828a6f67637d09c850fc15b0d6e2251d5bf0568eb9e02206abbec2a | 59% | Sconosciuto | 1 |
| 20 | muse-spark-1.3_max 2026-09-02config_201318b66046774023ebae7370d1d01bd091224d339f0662bb73ebfe75e902e6 | 59% | Sconosciuto | 1 |
| 21 | muse-spark-1.1 2026-07-09config_6680c7d899264ddc8f1d2f7d9f6853c6228654243b1a5537a6bb29a4ef3cc99e | 59% | Sconosciuto | 1 |
| 22 | claude-fable-5-1_high 2026-09-01config_16f71696764f52d525181a95ab21c6bd069be3307e1e86f976f79961cee4eae1 | 59% | Sconosciuto | 1 |
| 23 | gemini-3.1-pro-preview 2026-02-19config_76cb6b8fc4da622a11f59e9b038fb836eaadd1f9bffb7e86002237b552cc9843 | 59% | Sconosciuto | 1 |
| 24 | kimi-k3_unknown 2026-07-16config_c9aa04521808d1807739cae4874472c3e1b7bf1138f50ef1fd7b2827e58e79ae | 59% | Sconosciuto | 1 |
| 25 | claude-opus-5-5_low 2026-09-22config_c888e4c56160f0efc3bdef650c2acb0c40b23a35321bf89972c8276dd691d517 | 59% | Sconosciuto | 1 |
| 26 | Muse-Spark-Open-816B-A42B_xhigh 2026-10-15config_61677af594f9b7895cb17cc9c8983532b2b632468ab7d72c682a790917e31683 | 58% | Sconosciuto | 1 |
| 27 | gpt-5.6-sol_high 2026-07-09config_09dd4673bc766c763c65d49d602d243472ca2f09b3aaf81a1d208d39495fbcf8 | 58% | Sconosciuto | 1 |
| 28 | grok-4.7_high 2026-09-21config_59dc2870d2bf7381d4a12e03744ce477788ae035bba67cf1d0fdf5cd443929af | 58% | Sconosciuto | 1 |
| 29 | gpt-6-sol_max 2026-09-22config_a89bd445f30b3c6ba0948fca959b7de745da7aba56fa547de9f703d6f06b8339 | 58% | Sconosciuto | 1 |
| 30 | gpt-5.6-sol_medium 2026-07-09config_26692174c93318a353e8f900a3d0718cf761a0f3b2b1cd5d16ffa8205e822395 | 57% | Sconosciuto | 1 |
| 31 | muse-spark-1.2_xhigh 2026-08-05config_5e6983c6eeeefacddc058f3b40dc969f6fd2179e8b4ba0fec62bd042940b7d1e | 57% | Sconosciuto | 1 |
| 32 | grok-4.7_xhigh 2026-09-21config_aff501d3317f1cea99c1ceead9d3731a1c90bbfbbb4912d7a6dae65976efe0e9 | 57% | Sconosciuto | 1 |
| 33 | claude-sonnet-5-5_xhigh 2026-09-28config_5313a04a6568a5ad96dfb3a876cc988fd59e08ca49087e4a745039af299b1ef8 | 57% | Sconosciuto | 1 |
| 34 | gemini-3.7-flash_high 2026-08-13config_33f22ae7a384cd21402e26fda58a9e657505aa8cadbbc9e8067f860321792f8e | 57% | Sconosciuto | 1 |
| 35 | gpt-5.6-sol_xhigh 2026-07-09config_365e1900c8389cbd6cce2bb203de7828bcb4a6566159dface9865435032a800b | 57% | Sconosciuto | 1 |
| 36 | gpt-5.6-sol_max 2026-07-09config_754c0ab021ba6f8a46654f4bb97ea19533aabab5920731757714e1b600fb019c | 57% | Sconosciuto | 1 |
| 37 | claude-fable-5-1_low 2026-09-01config_95bffa1f536e6ca0f278ba25fb4b1ce84af1963f2a3de4d6e85e5b28d6b19165 | 57% | Sconosciuto | 1 |
| 38 | gemini-3.8-flash_high 2026-09-02config_4a24b550a22ac751cf70dc309ba28e0a8637c5d06c7c7ec8ed3209b6d5d425d7 | 57% | Sconosciuto | 1 |
| 39 | gpt-5.4-2026-03-05_xhighconfig_669ac29314d587df9c29b141b60d7f18b676f6c745cdec1c00fbdf054590d742 | 57% | Sconosciuto | 1 |
| 40 | gpt-6-astra_max 2026-09-03config_459ac8dc316851dc4e50c105aee8cd97974594979a58b278e5fc558abc01696a | 56% | Sconosciuto | 1 |
| 41 | grok-4.6_high 2026-08-12config_740edaa78ca55598fe4da4f3ec13156ec451e623fe87cd1c0001b17f4eb7830c | 56% | Sconosciuto | 1 |
| 42 | claude-fable-5-1_medium 2026-09-01config_57d65ffcb87aaa05af656e2575faae67b683730335706b1990e4b24a98d17a43 | 56% | Sconosciuto | 1 |
| 43 | gpt-5.6-sol_low 2026-07-09config_a144462859844e2b3836fc10c764249d8f7beacdeea07e54303302202497d4cd | 56% | Sconosciuto | 1 |
| 44 | claude-opus-5_max 2026-07-24config_d37ed7f2218f8db72bc665b7698b73d353a4c7b7f2f08e1fb26a6c337af15f1c | 56% | Sconosciuto | 1 |
| 45 | gpt-5.5_high 2026-04-23config_e5a59f69c290299c8fcec0331e4ddc88025c9d1e8c6bba4df7654586fdeb308d | 56% | Sconosciuto | 1 |
| 46 | deepseek-v4.1-flash-1017_max 2026-10-17config_86346a8a147355127f95ad4747427307541030b80b423cf4798676323e5fe554 | 56% | Sconosciuto | 1 |
| 47 | grok-4.6_medium 2026-08-12config_9fac37c35da2df6f815eb842df6451185c8264b25a3d38e375c62efae452cad6 | 56% | Sconosciuto | 1 |
| 48 | gpt-6.1-sol_high 2026-09-29config_1f8bb9cdde7bb4d960d11b71b5397d70d937ce9543309f6194a6d5537b70b0ac | 56% | Sconosciuto | 1 |
| 49 | gpt-5.5_xhigh 2026-04-23config_f41f84a695256fa2b7da8a9708d085bd63c9e933a320182dbae6416cd6c2a508 | 56% | Sconosciuto | 1 |
| 50 | gpt-6-astra_xhigh 2026-09-03config_94465539e3d47df6f6c3c832d881ff8ed9b5b6abd13cb9691430a68f11efedea | 56% | Sconosciuto | 1 |
| 51 | gpt-6.1-sol_xhigh 2026-09-29config_fa454b7cb5bb76cc0b0c3476496e4354263f80bd47a666dc0d78514ea8f64807 | 56% | Sconosciuto | 1 |
| 52 | gpt-6-astra_high 2026-09-03config_4a61134a89c8c322be80e423e6dad2ee46a2757c726c4d035f9985eb2118797c | 55% | Sconosciuto | 1 |
| 53 | gpt-6.1-terra_max 2026-10-26config_2f092ce13d02aad6944b9789eada627e1a216778e2b83f590148e9a08fdbdfa2 | 55% | Sconosciuto | 1 |
| 54 | gpt-6-sol_xhigh 2026-09-22config_97904dd97582cb55c03ff438ae1e44c03421a1c4f2b4770010962a2116891df3 | 55% | Sconosciuto | 1 |
| 55 | gemini-3.8-flash_medium 2026-09-02config_c95b66bb9fb419e08316645d00bcdd46e7ba251a460914264205200ae50d153c | 55% | Sconosciuto | 1 |
| 56 | claude-opus-5_xhigh 2026-07-24config_312386a3a2ba3625b9836322e87ace7d81d1f6e72e39756cb61b78b92c57360a | 55% | Sconosciuto | 1 |
| 57 | grok-4.5_high 2026-07-08config_6627d3698d23a77db1377ba90223df3c8b40d39fef1961f8a668172f30846503 | 55% | Sconosciuto | 1 |
| 58 | gemini-3.8-flash_low 2026-09-02config_9c599ae78680ea6d6aaa202c417f2ad8917745bff422f21c4a38932377425a45 | 55% | Sconosciuto | 1 |
| 59 | claude-haiku-5-5_max 2026-10-07config_be86aff981c838ad0f856c4bc46d4f4b4f4aa29fc55357326b66e9a3bde0cf0f | 55% | Sconosciuto | 1 |
| 60 | gpt-5.6-terra_max 2026-07-09config_ee67687c955bc9f26fc4db66d5f2cc4b55b08ccc28ec113eed5e34df38deb85c | 55% | Sconosciuto | 1 |
| 61 | grok-4.7_low 2026-09-21config_89e24dadedd1547e720a7187ef1f0fafe6f9921cee884413f90ebbe75b7743a3 | 55% | Sconosciuto | 1 |
| 62 | gpt-6-sol_high 2026-09-22config_cede3be5deb4df7e753b7817ad55218130ad31c0896193f50159949bb6c366a7 | 55% | Sconosciuto | 1 |
| 63 | gpt-6-luna_max 2026-09-22config_094f403a72365841df9ab1f46c22fa61ac61c04909e6b2e2f0ec085342959df4 | 55% | Sconosciuto | 1 |
| 64 | claude-opus-4-7_max 2026-04-16config_762f169f1a30ab912f52f0d6c4ff6e3bfab1e423fb035deee5c85a4291f012fe | 55% | Sconosciuto | 1 |
| 65 | gpt-5.5_medium 2026-04-23config_af6b5690f3be09f0c3060a270b1749f2a1e54019ada6c5e7ce17dd889a760615 | 55% | Sconosciuto | 1 |
| 66 | claude-sonnet-5_high 2026-06-30config_d7d03c544d0089d87a8cb982edd31216ad956b0ec19ddca334bd8df82882e6d0 | 54% | Sconosciuto | 1 |
| 67 | claude-opus-5_high 2026-07-24config_e9999c2aeeab0e14fcf36e83362dfeaf1edd3fec4048f59500790d96b703dc66 | 54% | Sconosciuto | 1 |
| 68 | gpt-6-astra_medium 2026-09-03config_4b222f5741b250aed06a506403d08dd0234e0cd90b24a24f9a33b8fafe0a33b9 | 54% | Sconosciuto | 1 |
| 69 | mistral-large-4-0_unknown 2026-10-06config_afb58c266c8a981d7ebeebc68802bea97c266dc891dd28016b34350e00d879b9 | 54% | Sconosciuto | 1 |
| 70 | gpt-6.1-sol_max 2026-09-29config_b43cfb6409de530a548099d6e799fa06d4e40cc964681a2a293cabdb99847976 | 54% | Sconosciuto | 1 |
| 71 | gpt-6-astra_low 2026-09-03config_2730aa242fabab2a424069b63462fdbc8362e5ba5ceec28bd9cc4057422ee7ba | 54% | Sconosciuto | 1 |
| 72 | claude-sonnet-5_xhigh 2026-06-30config_e5f43ffba18766872794753a2ee0324bb5a032dc17ba7878c2831a9e888a7cdf | 54% | Sconosciuto | 1 |
| 73 | gemini-3.5-flash_high 2026-05-19config_390526fd99a083b7192062a0cd537e06256b47ee7d3069129f616628b7cf8bde | 54% | Sconosciuto | 1 |
| 74 | gpt-6-sol_medium 2026-09-22config_7b8e8339811e7cf29e87ab4a75379ae6b6acc970f2154f720cf53b3f76854dba | 54% | Sconosciuto | 1 |
| 75 | claude-sonnet-5-5_high 2026-09-28config_ec927bd545df7f883f6213045b4ccc2a8510248b0fe6418985bc28573d51bf33 | 54% | Sconosciuto | 1 |
| 76 | claude-sonnet-5_max 2026-06-30config_a7307c6e09f25db9ed990b968b511109dfa6c72816ae60d119dc20d2da0030f2 | 54% | Sconosciuto | 1 |
| 77 | gemini-3.7-flash_low 2026-08-13config_d3c884e85f28bda9e9edd3e8e47ed833e033b90c23589e4d55aa4f69527b52c7 | 54% | Sconosciuto | 1 |
| 78 | gpt-5.6-luna_max 2026-07-09config_e587502fdc3b99d900e303059a9701e54e761d87c3795cff54c722c68dfa0a90 | 54% | Sconosciuto | 1 |
| 79 | kimi-k2.6 2026-04-20config_79715e092ebd32adbe6a8ef5b8a297d057b1344f6dab572c9d7bc5aceab3e4ad | 53% | Sconosciuto | 1 |
| 80 | gpt-6-astra_none 2026-09-03config_9a499acab7ca7e601e1b9875cd1f22632cbad995914292c292dfae2f0b7fa1be | 53% | Sconosciuto | 1 |
| 81 | claude-opus-4-8_max 2026-05-28config_c314fa4ba0dc0d51e164bc7dd183557311e01b2847a04dd5c261591fc008f795 | 53% | Sconosciuto | 1 |
| 82 | gpt-6.1-terra_xhigh 2026-10-26config_1971b5caa4aed5c560de854778d2943c8f516e68f1b485727c5670aaba1dbd08 | 53% | Sconosciuto | 1 |
| 83 | gemini-3.6-flash_high 2026-07-21config_db4a45c2def6fe6e591043d15ed89e65b5205501b8aae28cba7a0e5283b37977 | 53% | Sconosciuto | 1 |
| 84 | gpt-6.1-sol_low 2026-09-29config_59e6c749960e77b2a68d75c49415031c7264cf9ea310a6040dadfa232ab0a25f | 53% | Sconosciuto | 1 |
| 85 | gpt-6.1-sol_medium 2026-09-29config_df4e2cbccd682a1407151d157cf96fb8759feba2f0a5cc7c3c4b2e0b7e690b21 | 53% | Sconosciuto | 1 |
| 86 | grok-4.6_xhigh 2026-08-12config_423066acf3db4bcc8a6899c13c716816cbd45ca5ca0d0812d6fd4eb796a3e6dc | 53% | Sconosciuto | 1 |
| 87 | claude-sonnet-5-5_medium 2026-09-28config_598b1a3e088048d6124ffffd85e8dbc9e5a4b5a11c52cb76e1c86b61aeea1875 | 53% | Sconosciuto | 1 |
| 88 | kimi-k3_low 2026-07-16config_6958f9c23200d1d6d10fbac93b3c78d531c6ec598604eb85f1ec2d293445ff01 | 53% | Sconosciuto | 1 |
| 89 | gpt-5.5-instant 2026-05-05config_b8dee1aa7b5f25e8f711bb4620aec7e478ad12818b8c3b266a6bd88950a4d836 | 53% | Sconosciuto | 1 |
| 90 | gpt-5.6-terra_high 2026-07-09config_169ff121b1a860195c4831f3262a2fc8051385bae12512ec3561690f6ea95334 | 52% | Sconosciuto | 1 |
| 91 | gpt-6.1-terra_low 2026-10-26config_175547a43477669dec8d58617cd12902cc6b6d4068863cc09bf26abc7a472b99 | 52% | Sconosciuto | 1 |
| 92 | gpt-5.6-terra_xhigh 2026-07-09config_0553f1ce3f65c765004713d72ec9a6749cede42dd62add7b60d8d294789a463e | 52% | Sconosciuto | 1 |
| 93 | gpt-5.4-mini-2026-03-17_xhighconfig_c9a997e218e4a0896c7877fa40c69a19f621c3536c71c67f324ec6e7bf1a2970 | 52% | Sconosciuto | 1 |
| 94 | qwen3.8-max-0902_unknown 2026-09-01config_f24232a8fe917b99a69105d2bcf33e5aaaa17945c17c7893d9df8cfdd0b95716 | 52% | Sconosciuto | 1 |
| 95 | deepseek-v4.1-flash_max 2026-09-09config_f17a690b7481f04ee8090baa9c7e44dd2c5b5ec66d05fccabdd2eb59f76ad846 | 52% | Sconosciuto | 1 |
| 96 | gpt-6-luna_xhigh 2026-09-22config_7ed9e7be4756fb88712d40a6f699e882fe9d50f8839c27247a54e27af37643f5 | 52% | Sconosciuto | 1 |
| 97 | claude-haiku-5-5_xhigh 2026-10-07config_f7f699d0f8036b7b43f11cc5341903f3314f1996a4d3c70f7c8ec1f6f5cae887 | 52% | Sconosciuto | 1 |
| 98 | gpt-6.1-terra_medium 2026-10-26config_10c637f4cd6c84b0e18f3cb20cb9576974c4937a53a1dfa3ce438a179e355ff0 | 52% | Sconosciuto | 1 |
| 99 | claude-sonnet-5_medium 2026-06-30config_1ce6e62878686fa47d11e1c40a92f89967a4beeebeef2bdd7a0b9c03e19657d3 | 52% | Sconosciuto | 1 |
| 100 | gpt-5.6-luna_high 2026-07-09config_6028644d4e821f0579c6cbc821b016bc174f1f7894f663314e8af46a81ff60f1 | 52% | Sconosciuto | 1 |
| 101 | glm-5.3-flash_unknown 2026-08-20config_e003e0735fde66a46917c4621169336ea3e092c4cbbc1729191e940448fe242d | 52% | Sconosciuto | 1 |
| 102 | gpt-5.5_low 2026-04-23config_ec648392146d2532f4be837e945ad5a55f79b5a7208f1c8e3c5068f4503d69db | 52% | Sconosciuto | 1 |
| 103 | gpt-6.1-terra_high 2026-10-26config_f581c18137cad12063ae48f87789a62aee6f3dcc09f195f533902de0d4708207 | 52% | Sconosciuto | 1 |
| 104 | muse-spark 2026-04-08config_d44b10f0e691c37e7c14b057261d6a0b88129cab973e5a6904128f219f34f30e | 52% | Sconosciuto | 1 |
| 105 | mimo-v2.6-flash 2026-09-21config_899ccc4dce494b0cc3d1964575590c13308ffc8f7085865ed111c7b3cad7bace | 51% | Sconosciuto | 1 |
| 106 | glm-5.2_max 2026-06-16config_d0c334f96578baf589fb8ef931575652526fe6c2aee1744434dcec5b3b337761 | 51% | Sconosciuto | 1 |
| 107 | deepseek-v4-pro-0813_max 2026-08-13config_b62b7a05e1a62d6b54026f563dceefeb675c991c86b329d264b1fe65d16c4c1f | 51% | Sconosciuto | 1 |
| 108 | gpt-6-luna_medium 2026-09-22config_287bd865fe379818fbb256e3a010d2e31fde1366ec4f27f72824561ef4c85ef9 | 51% | Sconosciuto | 1 |
| 109 | claude-opus-5_medium 2026-07-24config_6a7ee5b9215fb4c23727c8a8c3fc01013e9803f28750d5fe66268220e053baa8 | 51% | Sconosciuto | 1 |
| 110 | gpt-5.6-terra_medium 2026-07-09config_0d4e5a2402aaff31642ebd7721b23cab7eb8b1609c31e74acac46dfba223c118 | 50% | Sconosciuto | 1 |
| 111 | gpt-5.6-luna_xhigh 2026-07-09config_ecfc0e401e83337db1bb0c65cd1fcaaecca815a34a2da103c128cf312d8404af | 50% | Sconosciuto | 1 |
| 112 | gpt-6-luna_high 2026-09-22config_572094e4a437a964e8cdd9baf543b8707332e7d40676f47168607b00c4b8c780 | 50% | Sconosciuto | 1 |
| 113 | gpt-6-sol_low 2026-09-22config_07edbaa3e394c3fb46319648c01a6548fd7329cbef16deff411a83e81966b3ac | 50% | Sconosciuto | 1 |
| 114 | grok-build-0.1 2026-05-29config_22a107e3f9a2a93b4e0466b2196fdaeb6eb7e2fe864e7df301c890432f133884 | 50% | Sconosciuto | 1 |
| 115 | mimo-v2.5-pro release-date-unknownconfig_5aa91367a1a7b6524aa888f2a77ede1c57279a85a010fe2f73a13968f68df68d | 50% | Sconosciuto | 1 |
| 116 | MiniMax-M2.7 2026-03-18config_05fa227f49ebb1dccf5e37d0409c290368b83cb9423fe7dd4bdf6e5cde679f08 | 50% | Sconosciuto | 1 |
| 117 | claude-sonnet-5_low 2026-06-30config_6723ad02d0ab7aaee0252b65afb623a184c6cb543fcfd715491e066f29e08fdd | 50% | Sconosciuto | 1 |
| 118 | deepseek-v4-pro_max 2026-04-24config_81a148910f4f5d063c4777c130c3a1c7ec9c31ee69404157936c264a9955c69e | 50% | Sconosciuto | 1 |
| 119 | gpt-5.6-terra_low 2026-07-09config_1ca335de2c353f962770d692fbdbde405136c4651fc7ffb237e919fdf5e16f74 | 50% | Sconosciuto | 1 |
| 120 | deepseek-v4-flash-0731_max 2026-07-31config_76e966a5ae67c85215c7c7be133d724a9883d671e92adae32024d7fbcf749462 | 50% | Sconosciuto | 1 |
| 121 | inkling-small 2026-07-15config_58bd495dff29b35aab1d3c2e11ea2c2b58afae23c787418eeeac36880376d4ae | 50% | Sconosciuto | 1 |
| 122 | qwen3.7-max 2026-05-19config_b640a0f0f574deb0fe63a981004ecf305a377bedb269ae6fc804b2bbd575f11c | 50% | Sconosciuto | 1 |
| 123 | grok-4.6_low 2026-08-12config_abfa7afa2b24605e220da4c04163a9159ff9d55db5a093c00026959a676ee884 | 49% | Sconosciuto | 1 |
| 124 | claude-haiku-5-5_low 2026-10-07config_6683f2646ba6f03e4e9a39b1517cf4731f80cf6b86042c4936fd0afe0a28bb73 | 49% | Sconosciuto | 1 |
| 125 | claude-sonnet-5-5_low 2026-09-28config_26b14ae280fba0169f4935fa782a2e99ab169c79e2e947edc49d60c9c68fe053 | 49% | Sconosciuto | 1 |
| 126 | kimi-k2.5 2026-01-27config_20bd261d79345ca93b7e9f8fbffbe3ffb337c6bbc53984181992ebbf13c7bfa2 | 49% | Sconosciuto | 1 |
| 127 | claude-haiku-5-5_medium 2026-10-07config_922cbd0c002847f047e02f49ddad5d92694375fec788fbcfe97687c291404772 | 49% | Sconosciuto | 1 |
| 128 | claude-haiku-5-5_high 2026-10-07config_eee4da09dbac8555553bc292fe1030f06ce59b5d700fe80048eea68b4dc2aae6 | 49% | Sconosciuto | 1 |
| 129 | claude-sonnet-5_high 2026-06-30config_23988381db43c57d763714bc3afbc1146f6ebd7bd60ad3f3918eff30e2ea45ac | 49% | Sconosciuto | 1 |
| 130 | grok-4.3_high 2026-04-17config_da0ff4c210aebd03e7fed43783e5dc24591f862e2326f741664d346534594f28 | 48% | Sconosciuto | 1 |
| 131 | claude-opus-5_low 2026-07-24config_2c9a5523fed36b3b8deec3235a526f7cb7a36e630ca79a86dfd92ce8ed94c308 | 48% | Sconosciuto | 1 |
| 132 | kimi-k2.7-code 2026-06-12config_60744ea1e7a29d77cbabcb1a95f52e174f0d596baf5b52657391d809e36c4e69 | 48% | Sconosciuto | 1 |
| 133 | gpt-6.1-terra_none 2026-10-26config_87ef2d889fc4f72d234b682dd95851b7082bb4840e3d42c4cf08bb6acbf9c505 | 48% | Sconosciuto | 1 |
| 134 | gpt-5.5_none 2026-04-23config_437fe38e94e8949f6b6881553245e45e95dc59f5c9f5a7f2b46863bf226428d7 | 47% | Sconosciuto | 1 |
| 135 | gpt-6-sol_none 2026-09-22config_7c25f3bc88ee60db87d31f80ce3fdc6d557cd98f00d76766273a4a0c5794c301 | 47% | Sconosciuto | 1 |
| 136 | gpt-5.4-nano-2026-03-17_xhighconfig_74bba1ad86fc3500414a4ac62b1c76f613b2d13176bef626a8f6423cac8f1da3 | 47% | Sconosciuto | 1 |
| 137 | gpt-5.6-sol_none 2026-07-09config_27d8490506ac6353a26b3829dfe8d385c7e65ff0402e082002ed6f3f2569e448 | 47% | Sconosciuto | 1 |
| 138 | MiniMax-M3 2026-06-01config_3e0345326dec03865c1da9b9ff9ae505682cdfce8ebcac223715115d75e1bb2f | 47% | Sconosciuto | 1 |
| 139 | Inkling_xhigh 2026-07-15config_9fd67b519c3db8747c690a2bee13d76784db1734e4c8550225034ad9891e6397 | 47% | Sconosciuto | 1 |
| 140 | gpt-6-luna_low 2026-09-22config_dd54c70b7aee8c8d54cd45377c8d963079eb38f90cdcbde58dd49822cf42a86c | 47% | Sconosciuto | 1 |
| 141 | gpt-5.6-luna_medium 2026-07-09config_23b1b1ada3c318e22831143fced18c5f9115955751b3090d82103681b08b8862 | 47% | Sconosciuto | 1 |
| 142 | claude-sonnet-4-6_max 2026-02-17config_d0372d242a2ba1e1b4e220a76be2b1396abc61a2d94cf69497d19520b1bb6a95 | 47% | Sconosciuto | 1 |
| 143 | qwen3.8-27b_xhigh 2026-08-14config_218d071d3c21c8ceadca832421175f4cc1a2748ebccd2a7a1885c5cc12d51a10 | 47% | Sconosciuto | 1 |
| 144 | deepseek-v4-pro_high 2026-04-24config_4711a6c093dc5b8fb240f9f079eb13e040171a66491b39e8479c46d42f16c280 | 46% | Sconosciuto | 1 |
| 145 | gemini-2.5-pro 2025-06-17config_dec9e48828317d5256e58ace29fed0ecfaf24436f73789208651a601d05a99c6 | 46% | Sconosciuto | 1 |
| 146 | qwen3.7-plus 2026-06-02config_d901dbedd55623d8973f4873c3b1b477369eb1394f02ade85b320ce2e9e9bc98 | 46% | Sconosciuto | 1 |
| 147 | gpt-5.6-luna_low 2026-07-09config_e6ac58dadc7a9a4b0e1e46d1b8971b6a6d9281bfda7e67ff0bd38f457794daeb | 46% | Sconosciuto | 1 |
| 148 | claude-sonnet-4-5-20250929_unknown 2025-09-29config_8a04dd7a8a2743318e8e500db970d741f511352ae3a1d5c202337bf9199b273a | 46% | Sconosciuto | 1 |
| 149 | gemma-4-31b-it 2026-04-02config_5d4ed362cd6b97e04954292d38c11698bdeee4f2da90f07076cf41141dcaf05f | 45% | Sconosciuto | 1 |
| 150 | gpt-5.6-terra_none 2026-07-09config_9611de6513af4a2099149e6652d41274a05bc624c94f0daa1fc7df1c94f066e0 | 45% | Sconosciuto | 1 |
| 151 | glm-4.7 2025-12-22config_e90fe935b7223033014e06472037aac522adeb8392728db7ac0492c29e403528 | 45% | Sconosciuto | 1 |
| 152 | Ring-2.6-1T 2026-05-14config_88561a1e72f466768164d0f4d1875455f40f137ac0478f166ce84d6552233455 | 45% | Sconosciuto | 1 |
| 153 | deepseek-v4-flash_max 2026-04-24config_5c6c3baca5ad00d855c323b236f792df125149dfabe3e5c86587c0625ce30cde | 45% | Sconosciuto | 1 |
| 154 | muse-glimmer_high 2026-08-10config_66e5d8cad6b60abc0acadb3b9cf18e472ab0fedc65ff3bded3cb62c1d8ee3443 | 45% | Sconosciuto | 1 |
| 155 | glm-5.1 2026-04-07config_e2805e433c7480c6933d82a7c7df43d82c39a8ab24bbabca1373901f98c3e1c8 | 45% | Sconosciuto | 1 |
| 156 | gemini-3.1-flash-lite 2026-03-03config_64a7c3cc333e2660ef8fcbc28f443cfa085f4faa47601ce6b925d97e6f2a8e8d | 43% | Sconosciuto | 1 |
| 157 | gpt-5.1-2025-11-13_unknownconfig_8b5491c3be63ebfdf517e9246d2ef5eec0787338aaeadbaeaf6d5316e49de141 | 43% | Sconosciuto | 1 |
| 158 | gpt-6-luna_none 2026-09-22config_860c68884b4d4ab198f28e1301359d2ead876a14f27af884020f8332484f8c86 | 43% | Sconosciuto | 1 |
| 159 | mimo-v2.5 release-date-unknownconfig_f3bc5dd6afb01b14076a26df6e2a0b6dfe7736211da999280e4239c3f5926d17 | 43% | Sconosciuto | 1 |
| 160 | gpt-5-2025-08-07_unknownconfig_2a460ed4a4ca6de1d7d8e878909ca11ac0024440d524db07689139f155781e7d | 43% | Sconosciuto | 1 |
| 161 | o3-mini-2025-01-31_highconfig_e4182d3bb24702133a1774ec25e0d6ad50fbd9c93dca7fb0b4fb936ac783c669 | 43% | Sconosciuto | 1 |
| 162 | nova-2.0-pro-preview_medium 2025-12-02config_c1afb4d3d186dcfb0a7a2dbae14282313fbc145f8637a0a2c7bcfe3c51121a58 | 43% | Sconosciuto | 1 |
| 163 | claude-haiku-4-5-20251001_unknown 2025-10-15config_b52b218b85b2634fa04105db87a32de04aa538c93b99351d894658b8a6b46979 | 42% | Sconosciuto | 1 |
| 164 | deepseek-v4-flash_high 2026-04-24config_35f47baa2f1110762c9dca07efa1422791b7a7d96bb69a60df3e308304c77bfb | 42% | Sconosciuto | 1 |
| 165 | glm-5.3_low 2026-08-14config_a30e2dbca4147e12411918f8fe27b482acf83bfb82474555e97b09997f7c4eaa | 42% | Sconosciuto | 1 |
| 166 | qwen/qwen3-235b-a22b-thinking-2507 2025-07-25config_f65eacad809480c5d16bd941054fe6438d365ad2e7146ae25e3b58307a13cce6 | 41% | Sconosciuto | 1 |
| 167 | gemini-3.5-flash-lite 2026-07-21config_cd4b9ecaee2da72560e9d37627ea3673aaecf8e9f677e19099622072d109d984 | 41% | Sconosciuto | 1 |
| 168 | cogito-671b-v2.1 2025-11-19config_81713fa14591c58e9fb5ea75f0cea65db071c4f219654a8a7ac7424cc799ca47 | 41% | Sconosciuto | 1 |
| 169 | qwen3.6-plus 2026-03-31config_ba187e15c28e9dcb5bf3c4a6c1ae54e87ed4e2d6c30dc01a778ccb48a17de501 | 41% | Sconosciuto | 1 |
| 170 | trinity-large-thinking 2026-04-01config_188bc4dc2e65ef50be534bf6fa49dc10551fad8ec4bb95693bc7f3d64dbc04a2 | 41% | Sconosciuto | 1 |
| 171 | gpt-5.6-luna_none 2026-07-09config_6224d05383bc48cd3bb6b59d9ea9e64a3b6d9fe5872c8af125eec337c81c1507 | 40% | Sconosciuto | 1 |
| 172 | gpt-4.1-mini-2025-04-14config_6b85e11f7ab1ef935099dcca6871f92a6d903d7f57eb2b91ea9b4598d533d5ae | 40% | Sconosciuto | 1 |
| 173 | nemotron-3-ultra 2026-06-04config_e433fc48f41447d0739be78ed3ccbc594d0a744da877a350c22483de9195211b | 40% | Sconosciuto | 1 |
| 174 | mistral-medium-2604 2026-04-28config_4e5713daf77202aa06a42f29e4d949737d45ab429402d01fa166118cbbccf61b | 40% | Sconosciuto | 1 |
| 175 | gemma-4-26b-a4b 2026-04-02config_3f1c545a55462aa7cc63b40a36d332857ea8e7747de5cd63da7f0fd6b244922a | 40% | Sconosciuto | 1 |
| 176 | step-3.7-flash 2026-05-29config_43ced50d4366da53bade6032e3f34a196c33ad7aad0caa5ff56f24abe5a8f4ef | 40% | Sconosciuto | 1 |
| 177 | qwen3.8-27b_low 2026-08-14config_4ed4a245e86c3b35bdbdc3089544118cc326779713c336eba390942062181276 | 40% | Sconosciuto | 1 |
| 178 | claude-sonnet-4-20250514_unknown 2025-05-22config_7dc87305abb3ebe9d2a98e595e01049d9ca214dfd79be3726a13addcdb0146a2 | 40% | Sconosciuto | 1 |
| 179 | deepseek-v4-pro-0813_none 2026-08-13config_5fa160d2179328adbefa23b2303c62f3c5a4d70adccf9198117d69bb8b650f94 | 40% | Sconosciuto | 1 |
| 180 | magistral-medium-2509 2025-09-18config_522ad7ac268e3523a0b75597a349125b923f956d6994489847634c71a35f7c27 | 39% | Sconosciuto | 1 |
| 181 | gpt-5-mini-2025-08-07_unknownconfig_5301094fd5f5ddffa482b7f86d87bcfcc9ceec55481e2ec4dc8c4e4de08035a6 | 39% | Sconosciuto | 1 |
| 182 | qwen3.8-27b_medium 2026-08-14config_0108af336df67bc61942474da3480ee226f8181346a573cc6dea33c23dc977f1 | 39% | Sconosciuto | 1 |
| 183 | DeepSeek-V3-0324 2025-03-24config_23bb0162ff1536ba7325eebf284efa88aa13b1b7830d459bb70e8f3ae451e2af | 39% | Sconosciuto | 1 |
| 184 | gpt-5-mini-2025-08-07_highconfig_caaf749bf4753407486a121bc37901e63701ec10b5f7aaa237fef1323661097a | 39% | Sconosciuto | 1 |
| 185 | DeepSeek-V3.2-Exp_thinking 2025-09-29config_6156beb18892bed933396e6758c2bfc7ab0fb8912e9b7971d38722f38f1cf223 | 39% | Sconosciuto | 1 |
| 186 | gpt-oss-20b_high 2025-08-05config_cf3d9013ecc7e45b9a6f893d5cf9ee343104bebb177dc092ffac7614aaf05132 | 39% | Sconosciuto | 1 |
| 187 | mercury-2 release-date-unknownconfig_a91752b46680fd924fe1b0b1c99dfdfe1d42672eb8d1647ead9e647334275070 | 39% | Sconosciuto | 1 |
| 188 | nova-2.0-pro-preview_low 2025-12-02config_e208597df5d4666c10b0c0f84f17a406a9b752cf6f506767458916e341aceeca | 39% | Sconosciuto | 1 |
| 189 | command-a-plus-05-2026 2026-05-20config_5493facb85dbb26d691725454952fe078bbd87146c0c24775bd2cd520464917a | 39% | Sconosciuto | 1 |
| 190 | mercury-2.5_unknown 2026-09-08config_692d3a7f6fbd4d39d737e999ff635c2c9e05588c1472f3dce1af7bebffd24894 | 39% | Sconosciuto | 1 |
| 191 | glm-4.6 2025-09-30config_81d11e6642bfd30b4ada219aebe5cf98871e21289a9cf211a4140d8ca2cfe6c0 | 38% | Sconosciuto | 1 |
| 192 | DeepSeek-R1 2025-01-20config_7afa399dfb44106d86f16805e28e2cd12eea7ca40c633bfa59fc294ac49ac976 | 38% | Sconosciuto | 1 |
| 193 | DeepSeek-V3.1-Terminus 2025-09-22config_1a01d1e19901054f66be56a4eae790458b0b4c6cb7b965c62d14903a4eb588f4 | 38% | Sconosciuto | 1 |
| 194 | qwen3.6-27b_none 2026-04-22config_e8510459f7c9464b252d9fa5007035686d441f03e0e106c9267c866cd9d769cb | 37% | Sconosciuto | 1 |
| 195 | qwen3.6-35b-a3b 2026-04-14config_050cb6baec8daf05b2f6cb82f435bad28f9126f2e06f6747616a824ad953baba | 37% | Sconosciuto | 1 |
| 196 | mistral-large-2512 2025-12-02config_a64c2db86ca74d1ae45a6d62a8ab90037d6857a6e800cf9ee4e530a483beaef7 | 37% | Sconosciuto | 1 |
| 197 | qwen3-coder-next 2026-02-02config_600578749286bb50d3412986980029a49b12ce3e4b9fcb44c49f5d22c9a22829 | 36% | Sconosciuto | 1 |
| 198 | qwen3.8-27b_none 2026-08-14config_8faab16bf0dd6906e8159a8f9cc3dd049de2b2f9ced9f3c2bd6b5a868187c090 | 36% | Sconosciuto | 1 |
| 199 | glm-5.2_none 2026-06-16config_0879f349206e030c802fe410aa3c803e0c1c1c8bcd2a4161d4396dabc82138f7 | 36% | Sconosciuto | 1 |
| 200 | nemotron-3-super 2026-03-11config_46af45918e1128ff007dff07f810f712b55fa57bc3c94598a9657952ab5f22fb | 36% | Sconosciuto | 1 |
| 201 | openai/gpt-oss-120b_low 2025-08-05config_5efeadf639159b56101e9ec27c9c5e1440de969d0973ddbaa6b637906aec8840 | 36% | Sconosciuto | 1 |
| 202 | DeepSeek-V3 2024-12-26config_bad7c38702fcc9b2074f85ebe36cb005cfa52392bb54f670dc3fadf655301aa1 | 36% | Sconosciuto | 1 |
| 203 | qwen3.5-122b-a10b_none 2026-02-24config_48a043346f3837173faeb7cf95698771d0ccb9e3e65d828bc7ec8232275506b9 | 36% | Sconosciuto | 1 |
| 204 | deepseek-v4.1-flash_none 2026-09-09config_17190ce708a3578440abb75da28378cf5b992baa86dd754b1522cc7abc4f03a0 | 36% | Sconosciuto | 1 |
| 205 | Qwen3-32B 2025-04-29config_0e299bb5ddc73088dbdfedaa5ad96fb9732811f115f58fdb54298ff8f9a88f98 | 35% | Sconosciuto | 1 |
| 206 | magistral-small-2509 2025-09-18config_232e116cd28cc4d2e0faac8ced4f80da93a6b798ffe66809ac21749fa2d59eac | 35% | Sconosciuto | 1 |
| 207 | openai/gpt-oss-120b_high 2025-08-05config_66f7844fbc15e2acd3d9fdcd1bcc34f27bc63c116f3aef016899865d4ab68aea | 34% | Sconosciuto | 1 |
| 208 | qwen3-30b-a3b-thinking-2507 2025-07-30config_3f600e20b035a28ca264beb701cf9ad19526a7e8ec5c5bef34e72618799d7b5b | 33% | Sconosciuto | 1 |
| 209 | mistral-medium-2508 2025-08-12config_a9507a14d2181b09c54f36c4f3953de4a33cd4fe4f054f3c99eabe2d5bf15151 | 32% | Sconosciuto | 1 |
| 210 | Llama-4-Maverick-17B-128E-Instruct 2025-04-05config_c85f902ef6cfd9a335fe0671f53a15c142fe7c28bfec02ab65d89f27dc1174e1 | 32% | Sconosciuto | 1 |
| 211 | qwen3-14b 2025-04-29config_5e352c4923f4422a53c4de0b5d9891c078afaf2e4be4e40cc11b9c4701f8c074 | 32% | Sconosciuto | 1 |
| 212 | qwen3.5-9B 2026-02-24config_1d4841f3a9d99f6af9369d0bc707e19b00ea38053b4704ade484342a4e7c46cd | 30% | Sconosciuto | 1 |
| 213 | qwen3.5-35b-a3b_none 2026-02-24config_63212679a488a043f4fee7b2530654eb3617356a8c01fdd8c9cde11fc25c90d7 | 29% | Sconosciuto | 1 |
| 214 | devstral-small-2512 2025-12-09config_b56f55c736f65f3304afb2f87d95c059d055242417a84131397c7458a679dbb7 | 29% | Sconosciuto | 1 |
| 215 | nova-2.0-pro-preview_none 2025-12-02config_70dc8941324f746c0145c24b1068f8b230e46bb5686c93d18f280d9304eb819a | 28% | Sconosciuto | 1 |
| 216 | mistral-small-2503 2025-03-17config_0db03531b34465e4293aec44c885da8d0059d695abff9f224df7aecfeaaf42ff | 28% | Sconosciuto | 1 |
| 217 | claude-3-5-haiku-20241022 2024-10-22config_bc1c788c15732e087bf0e04531cf315be0ee2ae8d09782928fa8c9315a69b206 | 27% | Sconosciuto | 1 |
| 218 | mistral-small-2506 2025-06-20config_266970c38c96d0a36822d4c2a09b64dd0fba1f2a4ea6cc1e38cfe419d02a5731 | 26% | Sconosciuto | 1 |
| 219 | Llama-3.3-70B-Instruct 2024-12-06config_f283f7089dd453a21e2b322ef1b005f773c5a0408f3a7bd775ce7e68d436e291 | 26% | Sconosciuto | 1 |
| 220 | gpt-4.1-nano-2025-04-14config_57a526430c1497f79df3593e90e3bc790196748862930bec1584ccbf2f83239b | 26% | Sconosciuto | 1 |
| 221 | mimo-v2-flash release-date-unknownconfig_9f11e5e35c5e8730cfa7f076094217138d2a92aa75a484e95fad117608fff632 | 26% | Sconosciuto | 1 |
| 222 | granite-4.1-30b 2026-04-29config_4a0ceef991c9b27047dfa9da454de8ef7d3d95568a05fb381a7678eef3fb8c7b | 26% | Sconosciuto | 1 |
| 223 | solar-pro-3 2026-01-27config_dbe246b352f24f96a11ff7f0b3c83dd81214f11bcc102ba85f161d970cc88541 | 25% | Sconosciuto | 1 |
| 224 | gemma-3-27b-it 2025-03-12config_0f46612c63e309c62273adb8953f8aacd2cfc08bdde8a59736396b32c353725b | 23% | Sconosciuto | 1 |
| 225 | qwen3-8b 2025-04-28config_b038ff236370c0673c8385cf01423d8f6b8e3204cd2fce92c2175355b68c0fa8 | 23% | Sconosciuto | 1 |
| 226 | Llama-4-Scout-17B-16E-Instruct 2025-04-05config_b21d653692fee94a640375573b07132485c5da4479865700f91c67bed9cd893d | 21% | Sconosciuto | 1 |
| 227 | gemma-3-12b-it 2025-03-12config_82323d495f30d6abb0efbc148e7caa6ee0fce1566a4b87060e4b7818237be914 | 16% | Sconosciuto | 1 |
| 228 | Llama-3.1-8B-Instruct 2024-07-23config_ee87ed8b6981548129b73849dcd7fbcd8975d48ed86ddfa4de194159c1cc83a0 | 13% | Sconosciuto | 1 |
| 229 | Phi-4-mini-instruct 2025-02-27config_ec2fd6c7bc33682545d26d505f4acc66129205b66e0817cb96f1a9be4d3a664c | 11% | Sconosciuto | 1 |
| 230 | qwen3.6-35b-a3b_none 2026-04-14config_d9b262eda59c0aa5a54c6dbdc9f8f4634f1f23832a865eaab974809a4079c0b6 | 1% | Sconosciuto | 1 |
Non ci sono abbastanza evidenze indipendenti per un gruppo di testa
- La calibrazione non è stata convalidata
- La copertura indipendente delle famiglie di benchmark è sotto la soglia richiesta