Enterprise and CRM workflow
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.
Execute business workflows across enterprise systems
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 | Gemini 4 Carbon | 100.0% | 1 |
| 2 | Gemini 4 Argon | 94.5% | 1 |
| 3 | GPT-6 Astra | 64.4% | 1 |
| 4 | Gemini 3.8 Flash | 56.0% | 1 |
| 5 | Claude Opus 5.5 | 55.7% | 1 |
| 6 | GPT-6 Sol | 50.8% | 1 |
| 7 | Claude Opus 5 | 45.1% | 1 |
| 8 | Claude Sonnet 5.5 | 44.0% | 1 |
| 9 | kimik3 | 42.8% | 1 |
| 10 | GPT-5.6 Sol | 37.1% | 1 |
| 11 | claudesonnet55betweentools | 35.1% | 1 |
| 12 | Gemini 3.6 Flash | 31.0% | 1 |
| 13 | Claude Opus 4.8 | 26.4% | 1 |
| 14 | Claude Fable 5.0 | 25.9% | 1 |
| 15 | Gemini 3.5 Flash | 21.6% | 1 |
| 16 | GPT-6 Luna | 17.8% | 1 |
| 17 | GPT-5.5 | 17.0% | 1 |
| 18 | Claude Haiku 5.5 | 16.1% | 1 |
| 19 | GPT-5.6 Terra | 15.2% | 1 |
| 20 | gemini31propreview | 13.2% | 1 |
| 21 | Claude Opus 4.7 | 12.9% | 1 |
| 22 | Claude Sonnet 5 | 10.9% | 1 |
| 23 | GPT-5.4 | 10.1% | 1 |
| 24 | GPT-5.6 Luna | 8.0% | 1 |
| 25 | Gemini 3.5 Flash Lite | 7.5% | 1 |
| 26 | qwen37 | 7.0% | 1 |
| 27 | Claude Sonnet 4.6 | 6.9% | 1 |
| 28 | kimik27code | 6.0% | 1 |
| 29 | kimik26 | 4.9% | 1 |
| 30 | claudehaiku45 | 0.9% | 1 |
Sistema di agenti · Agentico
Esplorativo - non è ancora un vincitore in classificarg-enterprise-crm-workflow-agent-system-agentic-agent-system-v1Evidenze dell'explorer
AutomationBench
Fonte unica. Osservato il ; valido fino al .
| Posizione | Configurazione | Capacità | Incertezza | Famiglie |
|---|---|---|---|---|
| 1 | Gemini 4 Carbon (High) automationbench:Gemini 4 Carbon (High)config_e84fd0f5e59e3b8b964a542fe8b56ecab0908e9f39f2d70113f5958cfa087e47 | 100% | Sconosciuto | 1 |
| 2 | Gemini 4 Carbon (Medium) automationbench:Gemini 4 Carbon (Medium)config_a2c8a23afe15a50ed53869a323929661fea1b94adf65bc273c11b4020ed5df2a | 98% | Sconosciuto | 1 |
| 3 | Gemini 4 Argon (High) automationbench:Gemini 4 Argon (High)config_5d2ea9047d28198e8f9d59299190aa9c7aa87d2bd564c2115aa0707b1f5d5876 | 95% | Sconosciuto | 1 |
| 4 | Gemini 4 Argon (Medium) automationbench:Gemini 4 Argon (Medium)config_75cc09df9b6c3d3d3e18e6383c21bc35c08dd06ca09b77f568d02e92dfd2182d | 93% | Sconosciuto | 1 |
| 5 | Claude Sonnet 5.5 (default fallbacks, Max) automationbench:Claude Sonnet 5.5 (default fallbacks, Max)config_24df20a13eb0b425ca163f80c22071b19068661c34ded9d3b9e5705968516640 | 83% | Sconosciuto | 1 |
| 6 | Claude Opus 5.5 (default fallbacks, Max) automationbench:Claude Opus 5.5 (default fallbacks, Max)config_7d573508be54b283cb5b9da147bca47fbbe0b1999ac7fb96b2188a220b9e089d | 79% | Sconosciuto | 1 |
| 7 | GPT-6 Astra (Max) automationbench:GPT-6 Astra (Max)config_a111367f67b8b5bd55e3f1ba436f00f5ad0576721d4f7d1e6c4143e11c591bb5 | 77% | Sconosciuto | 1 |
| 8 | GPT-6 Astra (XHigh) automationbench:GPT-6 Astra (XHigh)config_1f8e8f6eec27fbfec971a587be15a5f5ff62ee7697d7d822c2958b926c2ff34e | 72% | Sconosciuto | 1 |
| 9 | GPT-6 Astra (High) automationbench:GPT-6 Astra (High)config_790ab0f3fbf9884524df53588326d812de8d04023ac15a466f32581d4e65192c | 69% | Sconosciuto | 1 |
| 10 | Claude Sonnet 5.5 (default fallbacks, XHigh) automationbench:Claude Sonnet 5.5 (default fallbacks, XHigh)config_38411a32bd75fcf1e407e91922f08b0fce52b9b484b9245cc728060bdae2438d | 68% | Sconosciuto | 1 |
| 11 | Claude Opus 5.5 (default fallbacks, XHigh) automationbench:Claude Opus 5.5 (default fallbacks, XHigh)config_d156e9fba8f9e0c88442fbdd4c718e9be1cf24a73d7dae582bf97215d95028f5 | 66% | Sconosciuto | 1 |
| 12 | GPT-6 Astra (Medium) automationbench:GPT-6 Astra (Medium)config_926a2bc702bb0bb28519705811f091560eb26aa4a9bb8be86ff75cac1d16a489 | 63% | Sconosciuto | 1 |
| 13 | GPT-6 Sol (XHigh) automationbench:GPT-6 Sol (XHigh)config_bcd7cba856ee883231d52bd67acbc695263f9d9b6d30f84eaeace38956512f45 | 62% | Sconosciuto | 1 |
| 14 | Claude Opus 5.5 (default fallbacks, High) automationbench:Claude Opus 5.5 (default fallbacks, High)config_0ebb36576624ae257dc2e45c695763430113c68d0d679619c79e9a4354157e8e | 61% | Sconosciuto | 1 |
| 15 | GPT-6 Sol (Max) automationbench:GPT-6 Sol (Max)config_0ae6fc70172dbbe05e35a00fc5dd331f291406d91e47eea51030184315c38fb2 | 59% | Sconosciuto | 1 |
| 16 | Gemini 4 Carbon (Low) automationbench:Gemini 4 Carbon (Low)config_0022478ede674058059e374503c9b6e6bcf75d2a928e33fd243a27ffd8624647 | 58% | Sconosciuto | 1 |
| 17 | GPT-6 Sol (High) automationbench:GPT-6 Sol (High)config_d91199fe2cf3c7cd2c612bd66f5f8e17b5e0d2c0f8693d73d8ca14f15c3ee3f1 | 58% | Sconosciuto | 1 |
| 18 | Gemini 3.7 Flash (High) automationbench:Gemini 3.7 Flash (High)config_c0cb9d036f2945081943c28d51317f9d58b56a8414efe3190d392ddf789049a1 | 56% | Sconosciuto | 1 |
| 19 | GPT-6 Astra (Low) automationbench:GPT-6 Astra (Low)config_bbddcff9f0e33fbae7e6300bccdbfcd194fb626b52162cb7076b546464af9d6f | 56% | Sconosciuto | 1 |
| 20 | Gemini 3.8 Flash (Medium) automationbench:Gemini 3.8 Flash (Medium)config_095b858200422ae2a40f4de8999825fc1169b7634be76069bcf1630b1c43b24c | 55% | Sconosciuto | 1 |
| 21 | Gemini 3.8 Flash (High) automationbench:Gemini 3.8 Flash (High)config_6fb0bae145783ee3b353b0ca54772a85f9a0286483bbeb389733f86938808322 | 55% | Sconosciuto | 1 |
| 22 | Claude Opus 5.5 (default fallbacks, Medium) automationbench:Claude Opus 5.5 (default fallbacks, Medium)config_80d1f934366a7bb43b583184ba8e185bc373d803668d1a190a1eedf251603a85 | 55% | Sconosciuto | 1 |
| 23 | Claude Sonnet 5.5 (default fallbacks, High) automationbench:Claude Sonnet 5.5 (default fallbacks, High)config_d63c3d216dfc81713b0aad7a4df86eecf61dac1a3b70f7d6533ee2c968b88775 | 55% | Sconosciuto | 1 |
| 24 | GPT-5.6 Sol (Max) automationbench:GPT-5.6 Sol (Max)config_940a9985646aa2382eb4b6250e00321dbd4848b72f450cb4f78d19d7dbb641ec | 53% | Sconosciuto | 1 |
| 25 | Claude Opus 5 (Max) automationbench:Claude Opus 5 (Max)config_6c30ed4edc61c38064a7dfb3e0367ca8c4cdb51598fe51220192c028246cc3f7 | 50% | Sconosciuto | 1 |
| 26 | GPT-6 Sol (Medium) automationbench:GPT-6 Sol (Medium)config_8991690c485ea7dcfea93958c8eba8f59139a26a7986edbf7874bce3350c00e2 | 50% | Sconosciuto | 1 |
| 27 | GPT-5.6 Sol (XHigh) automationbench:GPT-5.6 Sol (XHigh)config_6914105bab6b84c5f7857a2daf10cece7fcb4d8dddd505c553f87f034e308fc7 | 49% | Sconosciuto | 1 |
| 28 | Claude Opus 5 (XHigh) automationbench:Claude Opus 5 (XHigh)config_379a60c5001bd6e347dcb9bba5e3b43039bb97f4873a41c6a9cef13654870ccf | 47% | Sconosciuto | 1 |
| 29 | GPT-6 Astra (None) automationbench:GPT-6 Astra (None)config_e0b5ab861bbb87d5302dfdcbf53d1cdbd54665212c0848975a0be745fc54e14e | 47% | Sconosciuto | 1 |
| 30 | GPT-5.6 Sol (High) automationbench:GPT-5.6 Sol (High)config_48d7667275573b7f84817bffb5ec6ec29dacc0cab92c3c5221335df4c4bb778e | 46% | Sconosciuto | 1 |
| 31 | Claude Opus 5.5 (default fallbacks, Low) automationbench:Claude Opus 5.5 (default fallbacks, Low)config_800d2388f620e5a5f20eef6c3d8634c88201853f5fad8a2fad124433dd44f85d | 45% | Sconosciuto | 1 |
| 32 | Claude Opus 5 (Medium) automationbench:Claude Opus 5 (Medium)config_38af236b2377faa1da2903ec87e4e8f14bcf8b96ff6dd9f2fffacf69b30e9c01 | 44% | Sconosciuto | 1 |
| 33 | GPT-5.6 Terra (Max) automationbench:GPT-5.6 Terra (Max)config_66ab823f13f439e05e8d8001792d1c4c28d3ec56bfe2dd9d3bf63dd1407d2cfd | 44% | Sconosciuto | 1 |
| 34 | Claude Sonnet 5.5 (default fallbacks, Medium) automationbench:Claude Sonnet 5.5 (default fallbacks, Medium)config_3560eaf095efa2d9a30365236cec46651041d20016cbf77cf4616c66f6b134ba | 43% | Sconosciuto | 1 |
| 35 | Kimi K3 automationbench:Kimi K3config_7fe334a4ba41ed28eb6687619f824748ebd7d4cbe9e99cbbc796d00233f7ff2b | 42% | Sconosciuto | 1 |
| 36 | Claude Fable 5.1 (Max) automationbench:Claude Fable 5.1 (Max)config_5a05961823ba6f70a3e2e768a7f45bfd863c22abfd6cd358f58566ed229d2c83 | 42% | Sconosciuto | 1 |
| 37 | Claude Fable 5.1 (XHigh) automationbench:Claude Fable 5.1 (XHigh)config_7f4f479be11ddadd0afd2f3cfbb3488555fed2308346fe2e0749498ba7c6cd7d | 40% | Sconosciuto | 1 |
| 38 | GPT-6 Sol (Low) automationbench:GPT-6 Sol (Low)config_1bd5e38efb3ba147b60840c08f238ca2f71746d64ea30531aa0693e53c4a938e | 39% | Sconosciuto | 1 |
| 39 | Muse Spark 1.3 (Max) automationbench:Muse Spark 1.3 (Max)config_843ac9cf1d323628644076897150b6dbb112c5dc07c08c5a953d78dba9e6df0d | 38% | Sconosciuto | 1 |
| 40 | GPT-6 Luna (Max) automationbench:GPT-6 Luna (Max)config_b76316b06957619144608fa6606d170063ba394dd5f95b0f5749ae897bca6673 | 38% | Sconosciuto | 1 |
| 41 | Claude Opus 5 (High) automationbench:Claude Opus 5 (High)config_ee7ea30c3c59725eadd7a39119f3a97212ec84a86ab3f654f8d64c73e8e2786c | 38% | Sconosciuto | 1 |
| 42 | Claude Opus 5 (Low) automationbench:Claude Opus 5 (Low)config_b4fd15298892317616ae4d34fd5dd4ab6048d96d82232bdaee2783bc4e4fba1a | 38% | Sconosciuto | 1 |
| 43 | GPT-5.6 Sol (Medium) automationbench:GPT-5.6 Sol (Medium)config_c72ba89a8964da6640cd2110b783cdfedb335585b95cd3c6b91d0deab5c8f2e8 | 36% | Sconosciuto | 1 |
| 44 | Claude Sonnet 5.5 (default fallbacks, Between tools) automationbench:Claude Sonnet 5.5 (default fallbacks, Between tools)config_dd8b98785baf8f3f1260e2caa1f113add821b2615aee2ff6c405b4865a9372ea | 34% | Sconosciuto | 1 |
| 45 | Claude Sonnet 5.5 (default fallbacks, Low) automationbench:Claude Sonnet 5.5 (default fallbacks, Low)config_035c383289bf40bf0aa358453f36f0328f095913f12bc4ad3cd1569b33571835 | 34% | Sconosciuto | 1 |
| 46 | DeepSeek V4 Flash (Max) automationbench:DeepSeek V4 Flash (Max)config_8adec4fa3f4445669babf6791fd0c8b1d13faaf33fe2e1b5ab77a8578a4b8ae1 | 34% | Sconosciuto | 1 |
| 47 | Claude Fable 5.0 (Max) automationbench:Claude Fable 5.0 (Max)config_842a0156d3bc02b07e5557c6f76d8817f36c71821facb520fbdc89c69ff7a0c8 | 32% | Sconosciuto | 1 |
| 48 | GPT-5.6 Luna (Max) automationbench:GPT-5.6 Luna (Max)config_9f407c81e3e732a87ee9966b14be9fed65ccbfd04e208da88a597efc81348ffa | 32% | Sconosciuto | 1 |
| 49 | Gemini 3.6 Flash (High) automationbench:Gemini 3.6 Flash (High)config_edbc6630272a0a2a0d726c090798ce08f4aefc75f0768687904fe6d52bae8ef1 | 32% | Sconosciuto | 1 |
| 50 | Claude Opus 4.8 (XHigh) automationbench:Claude Opus 4.8 (XHigh)config_57a659c9e83d821868dab27ab0c159c57b5c97fb718ac66d09d1c5fd5f6f6f87 | 31% | Sconosciuto | 1 |
| 51 | GPT-5.5 (XHigh) automationbench:GPT-5.5 (XHigh)config_a44921f0a694e40f05bbaf53e494a883740be650b703bdeb2e6d88247204cc91 | 31% | Sconosciuto | 1 |
| 52 | Claude Opus 4.8 (Max) automationbench:Claude Opus 4.8 (Max)config_6fc288bc8171bcb11a4d115a1236362d6f2c1cace393b9455376b1a7446a6bd0 | 31% | Sconosciuto | 1 |
| 53 | Gemini 3.6 Flash (Medium) automationbench:Gemini 3.6 Flash (Medium)config_9883ff967e78a4bc23fc63fa7515b224b645585ffa07f0adb4793b3e321de2a0 | 31% | Sconosciuto | 1 |
| 54 | Claude Fable 5.0 (High) automationbench:Claude Fable 5.0 (High)config_1e09d3f93509113695dc72682b6d4bd1a220ac6f8973c216ab0268c5ac6e85d3 | 30% | Sconosciuto | 1 |
| 55 | Claude Opus 4.8 (High) automationbench:Claude Opus 4.8 (High)config_7af054dd8b90178d41fa5ba45ac6b85a7bd9843dcaecf1792dae961b753dc779 | 30% | Sconosciuto | 1 |
| 56 | Gemini 3.6 Flash (Low) automationbench:Gemini 3.6 Flash (Low)config_96db8eff7c7487fa8b3edcc5a5b6749f8a26631031b5987c4fab2f292049e971 | 29% | Sconosciuto | 1 |
| 57 | Claude Fable 5.0 (XHigh) automationbench:Claude Fable 5.0 (XHigh)config_9e1bb3935c837e86f05fbcdb05fbce0a02636a323176f9ee7dd106488e279d29 | 28% | Sconosciuto | 1 |
| 58 | GPT-5.6 Terra (XHigh) automationbench:GPT-5.6 Terra (XHigh)config_0938f8c812774ae0f3301e7e73f7da3d97672ad7ad16a0e5328e641a5a91c82c | 27% | Sconosciuto | 1 |
| 59 | GPT-6 Luna (High) automationbench:GPT-6 Luna (High)config_bca94f1f9298e81fe8ba14b154d2a09ce9a1508b6ee4861dd5df64ad82bfd7e4 | 27% | Sconosciuto | 1 |
| 60 | Claude Opus 4.8 (Medium) automationbench:Claude Opus 4.8 (Medium)config_9bc17cc37c8ee20959203a8f4947c5b3af8bc2609a8396087cdbaa58c01d45af | 26% | Sconosciuto | 1 |
| 61 | Claude Fable 5.0 (Medium) automationbench:Claude Fable 5.0 (Medium)config_016ff96a0e4331eec7742f8a9d4fd190c38091cc7b4e5bc176cd0f3d68a1b0ee | 25% | Sconosciuto | 1 |
| 62 | Claude Opus 4.8 (Low) automationbench:Claude Opus 4.8 (Low)config_1933e3ab343725efb7037ee8c4dc8cb0825f9decf507e06c6690479aeb34940f | 25% | Sconosciuto | 1 |
| 63 | Claude Opus 4.7 (Max) automationbench:Claude Opus 4.7 (Max)config_59e570755a4cf5d7fbb07f086d044c1bbf95cfa2dbf629a504a5ca5ef00d9ddf | 25% | Sconosciuto | 1 |
| 64 | Gemini 3.5 Flash (High) automationbench:Gemini 3.5 Flash (High)config_755449f4b0a662664c5dbafb0c1d0dbeb840e0293ef0ca007b51d69549ca9561 | 25% | Sconosciuto | 1 |
| 65 | GPT-5.6 Luna (XHigh) automationbench:GPT-5.6 Luna (XHigh)config_b8209af48673e711712a4e514aa2a6cfa4d0b1f8fee6c10d13dc8ac9dd117e30 | 24% | Sconosciuto | 1 |
| 66 | GPT-5.5 (High) automationbench:GPT-5.5 (High)config_8eff39f6fbfb5661ca1f0191233bafda3a85e8b642e4070bea355b251519831b | 24% | Sconosciuto | 1 |
| 67 | GPT-6 Luna (XHigh) automationbench:GPT-6 Luna (XHigh)config_e34d98131c28ce73764be376543465683a40ccd737a87830ffec3e5937ce96be | 23% | Sconosciuto | 1 |
| 68 | Claude Fable 5.0 (Low) automationbench:Claude Fable 5.0 (Low)config_538922a0f6a51bf97e124666493ed18ea7f0329ba5ad951d9cb396bcbc209790 | 23% | Sconosciuto | 1 |
| 69 | Claude Haiku 5.5 (default fallbacks, Max) automationbench:Claude Haiku 5.5 (default fallbacks, Max)config_2d730b70968a8445ec73c8964d1d773d21bfdca141a8aecd61edc914ef388709 | 22% | Sconosciuto | 1 |
| 70 | GPT-5.6 Terra (High) automationbench:GPT-5.6 Terra (High)config_683e62a9dd0be7c3ce9e8da6b7a1fcf7591ada7d4dd9e0206f7fe96677b1f9d2 | 22% | Sconosciuto | 1 |
| 71 | GPT-5.6 Sol (Low) automationbench:GPT-5.6 Sol (Low)config_98207ee200454b8ea84e956f71ecba3113d7f36d19749b06da86c646b055fc01 | 22% | Sconosciuto | 1 |
| 72 | GPT-5.4 (XHigh) automationbench:GPT-5.4 (XHigh)config_e8064f3e3a4c1e8d61ed769cf52efb0672f7816498084d140131ffa26193195a | 21% | Sconosciuto | 1 |
| 73 | Gemini 3.5 Flash (Medium) automationbench:Gemini 3.5 Flash (Medium)config_26955bb84631e73a688c108a6155adfdc11dd856fe5c262f1d36057bb7b3542a | 21% | Sconosciuto | 1 |
| 74 | Claude Sonnet 5 (Max) automationbench:Claude Sonnet 5 (Max)config_972f27eeef575bb98d84efd9cfa4a1f3d1159d8210431dc30a14b7070ff906b9 | 20% | Sconosciuto | 1 |
| 75 | Claude Haiku 5.5 (default fallbacks, High) automationbench:Claude Haiku 5.5 (default fallbacks, High)config_e7d0cc2bffe97d13bcd84dc6661c180b1b596bfb9511ead4345d21bb132d36c6 | 19% | Sconosciuto | 1 |
| 76 | GPT-5.4 (High) automationbench:GPT-5.4 (High)config_f9a4242ec20cdc9f97ad292ac4ac3ad675cbfa489dd1392154e088019786c3b3 | 19% | Sconosciuto | 1 |
| 77 | Claude Sonnet 5 (High) automationbench:Claude Sonnet 5 (High)config_20282f5cf0dbd7c112d93547824df5fcdee2cde63ea002164dd4701f113cf642 | 18% | Sconosciuto | 1 |
| 78 | Claude Haiku 5.5 (default fallbacks, XHigh) automationbench:Claude Haiku 5.5 (default fallbacks, XHigh)config_3554b3b0c77b31f9b29d994dc9b7dec9286af6e127eca2d7b9b21e74a9f60978 | 18% | Sconosciuto | 1 |
| 79 | Claude Opus 4.7 (XHigh) automationbench:Claude Opus 4.7 (XHigh)config_4358b0b845f5bdb1fc0fe74e682a7e6f8611b28ef6e9020d7cfc79b317926dc8 | 18% | Sconosciuto | 1 |
| 80 | GPT-6 Luna (Medium) automationbench:GPT-6 Luna (Medium)config_aaed56f1623126e9e0f3c9f83fe8fbf57f088abe7a8ea052159749bea11aacb9 | 18% | Sconosciuto | 1 |
| 81 | GPT-5.6 Luna (High) automationbench:GPT-5.6 Luna (High)config_6d2cc4180e12e117508f5272e4612a8a92945c4b96779a26a8f0ae0becd12c3c | 17% | Sconosciuto | 1 |
| 82 | Claude Opus 4.7 (High) automationbench:Claude Opus 4.7 (High)config_de903b17293f654071e06d06bbd68685a6b8b1daf141a1536c8828e4506ef7df | 17% | Sconosciuto | 1 |
| 83 | GPT-6 Sol (None) automationbench:GPT-6 Sol (None)config_0b6eb43d309326b5f507fb96fd383a58ccf83eb6b8d0a617de9be5081c7d0de7 | 17% | Sconosciuto | 1 |
| 84 | Gemini 3.5 Flash (Low) automationbench:Gemini 3.5 Flash (Low)config_231bbc69d64c7ecdc426b5ddca802275a979a51fc9c79074919b3122df0802c9 | 17% | Sconosciuto | 1 |
| 85 | GPT-5.5 (Medium) automationbench:GPT-5.5 (Medium)config_656eec9a117375a7a1d64d5d93991d50d899a608624f25c56a5d2c89818e4c16 | 17% | Sconosciuto | 1 |
| 86 | Gemini 3.1 Pro (preview) (High) automationbench:Gemini 3.1 Pro (preview) (High)config_cfdc83f500f5f2027e4b83edc59e0701a1c000bb9645a20874170899130e1dd7 | 16% | Sconosciuto | 1 |
| 87 | Claude Haiku 5.5 (default fallbacks, Medium) automationbench:Claude Haiku 5.5 (default fallbacks, Medium)config_9f8d37e89ebdeb515dc7d6ec7db89a53eedd3872a4414d8abda399b9f7fcc557 | 16% | Sconosciuto | 1 |
| 88 | GPT-5.6 Terra (Medium) automationbench:GPT-5.6 Terra (Medium)config_f4ab754d979d37b2482d7f87e1438f5495ac5188a8cfeb8c4d1f4fceec5bdf3a | 15% | Sconosciuto | 1 |
| 89 | GLM 5.2 (Max) automationbench:GLM 5.2 (Max)config_0c13ca0ba185e27a9f5c82afde759268a5f5e77f5594464c0103d3957d614a99 | 14% | Sconosciuto | 1 |
| 90 | Claude Sonnet 5 (XHigh) automationbench:Claude Sonnet 5 (XHigh)config_46217d1aac5ae584b99d820b707bf9a7ced9949c46d9b327d5de4da4df08aab0 | 14% | Sconosciuto | 1 |
| 91 | GPT-5.6 Terra (Low) automationbench:GPT-5.6 Terra (Low)config_617e8371d486c79f25c0e07ae993e3495c113b65fc930005ee07b38fb44deec6 | 14% | Sconosciuto | 1 |
| 92 | Gemini 3.1 Pro (preview) (Medium) automationbench:Gemini 3.1 Pro (preview) (Medium)config_c8fd43f830cbdb9b4503da89b1db1ec30caa30f3879ebae54294322105660a5b | 13% | Sconosciuto | 1 |
| 93 | Claude Opus 4.7 (Medium) automationbench:Claude Opus 4.7 (Medium)config_2800b26b583f7d5d02436aae781338e2a96e54e82429d8191e16676583b5de1a | 13% | Sconosciuto | 1 |
| 94 | GLM 5.1 (Max) automationbench:GLM 5.1 (Max)config_55964024fb11ee6532d7554782d28f013f1056dbf08ebb8c9bd447189e6cfb73 | 12% | Sconosciuto | 1 |
| 95 | Claude Haiku 5.5 (default fallbacks, Low) automationbench:Claude Haiku 5.5 (default fallbacks, Low)config_34ae6300e749bf6a300ffb78bd3ee3c48e0a47d5c09df05e1daa18a8777d97bd | 11% | Sconosciuto | 1 |
| 96 | Claude Sonnet 5 (Medium) automationbench:Claude Sonnet 5 (Medium)config_69f2227cb119fd66a3ec31face79684824168194551dc155b990cebd7ed9f33d | 11% | Sconosciuto | 1 |
| 97 | Claude Opus 4.7 (Low) automationbench:Claude Opus 4.7 (Low)config_0ace5839fcad4044d3df332bae99e48417cbbf6744e139c5c78b4e135428ccf1 | 10% | Sconosciuto | 1 |
| 98 | Claude Sonnet 4.6 (Max) automationbench:Claude Sonnet 4.6 (Max)config_b98e2fee1d3cf0c74de948a3d0d45b5b80c9f51a16a7f5d660c823a1cb292226 | 10% | Sconosciuto | 1 |
| 99 | GPT-5.4 (Medium) automationbench:GPT-5.4 (Medium)config_d1966837232621d34f8fc04ca0a4b7e80b692c23a077aa498455ead06822bd81 | 10% | Sconosciuto | 1 |
| 100 | Claude Sonnet 4.6 (High) automationbench:Claude Sonnet 4.6 (High)config_917f2ef386a3a6346baf40eb79c1e64adcd06b4922ac984800b0ce54f1171f51 | 9% | Sconosciuto | 1 |
| 101 | Minimax M3 (Max) automationbench:Minimax M3 (Max)config_0b34173771cf7e524bf382430c1f0bddec294a39a446c29f1d2838f536d6f2c9 | 9% | Sconosciuto | 1 |
| 102 | Gemini 3.1 Pro (preview) (Low) automationbench:Gemini 3.1 Pro (preview) (Low)config_9c231cb0712e622189c62e9d503de44ce2e978d4bb9970b0b1cdcaa60df629f6 | 8% | Sconosciuto | 1 |
| 103 | Qwen 3.6+ (High) automationbench:Qwen 3.6+ (High)config_ac8c95d3767eb2450487c2de81bb2dd53fee30be7c5348cdad6aaa714dd0f03d | 8% | Sconosciuto | 1 |
| 104 | GPT-5.6 Luna (Medium) automationbench:GPT-5.6 Luna (Medium)config_7a9ec1209ea915c2f075866e5c9e7e496774b0e4098e9cecadfa82fc82247085 | 8% | Sconosciuto | 1 |
| 105 | Gemini 3.5 Flash Lite (Medium) automationbench:Gemini 3.5 Flash Lite (Medium)config_5965182fe9b7ac2b4b4bb68e3a68f28e12fa95580a161dff9e32b8cbbb17b45e | 7% | Sconosciuto | 1 |
| 106 | GPT-5.6 Sol automationbench:GPT-5.6 Solconfig_0fe3df83d5405cb879e7c888d3ec219c37f8abfb1b77fac891c4d1a83bec7ef2 | 7% | Sconosciuto | 1 |
| 107 | Qwen 3.7+ automationbench:Qwen 3.7+config_b1ab5e4e13101409eda689ce8df061d2b2c0d934660398fa80ddea334e3250a2 | 7% | Sconosciuto | 1 |
| 108 | Claude Sonnet 4.6 (Medium) automationbench:Claude Sonnet 4.6 (Medium)config_60e7088d0f31383097dd602e14d9c3293c966054d0a1a86a59362b9a01100b83 | 7% | Sconosciuto | 1 |
| 109 | Claude Sonnet 5 (Low) automationbench:Claude Sonnet 5 (Low)config_d512e3d3de66475a32922dd7c1fcea8ff173d6c57fb3126d644cafbcd373d3db | 7% | Sconosciuto | 1 |
| 110 | Gemini 3.5 Flash Lite (High) automationbench:Gemini 3.5 Flash Lite (High)config_a1f5d3b72d69f9325d23335544f0cb70a1b4ef6115866fd4f4e2ebfbe10ba194 | 6% | Sconosciuto | 1 |
| 111 | Kimi K2.7 Code automationbench:Kimi K2.7 Codeconfig_ab845b1f3ab15c72ebe2f75b680321bc084498e7d4c7e7fdf618ce0d0e9df307 | 6% | Sconosciuto | 1 |
| 112 | Claude Sonnet 4.6 (Low) automationbench:Claude Sonnet 4.6 (Low)config_0ccde52aa509afd4e2350cb38a101a54b7665b73a20654c5a17a66aaa7271c05 | 5% | Sconosciuto | 1 |
| 113 | GPT-5.5 (Low) automationbench:GPT-5.5 (Low)config_24e8d53c0136d8b5629ecff77e4455c68b17328ff9f8296451a1cbd32c3bfc0b | 5% | Sconosciuto | 1 |
| 114 | Kimi K2.6 automationbench:Kimi K2.6config_f459a46c670d91cee6f393e92df639704024fd609fd9772213160ed6b2f0382b | 5% | Sconosciuto | 1 |
| 115 | GPT-5.6 Luna (Low) automationbench:GPT-5.6 Luna (Low)config_f3f80ec5f6bcba5acda6376458367925ac1495556eb56c1f3de677a3f4b14d56 | 3% | Sconosciuto | 1 |
| 116 | Gemma 4 31B (Max) automationbench:Gemma 4 31B (Max)config_76f665c645a8364c51556168df78bf0eea23138b7a2b5da4677778f80647fdd4 | 3% | Sconosciuto | 1 |
| 117 | GPT-5.4 (Low) automationbench:GPT-5.4 (Low)config_4fb251b393d11b9386f207b0f37d67759be0dcaed5ecbcbcb0b77896ba4606e5 | 3% | Sconosciuto | 1 |
| 118 | GPT-6 Luna (Low) automationbench:GPT-6 Luna (Low)config_4570dbe7a5543ef8a8248ae5c61dc2ebee528e2938861a3dab8c36e9c93250fe | 2% | Sconosciuto | 1 |
| 119 | Gemini 3.5 Flash (Minimal) automationbench:Gemini 3.5 Flash (Minimal)config_b54c11ea31d7647b3d7db5177afe3a157affea280a4d973fb311e13a5ac35fb4 | 2% | Sconosciuto | 1 |
| 120 | GPT-5.5 automationbench:GPT-5.5config_11e954943fd9ad77cabe35d72b06200fa98db7508157154de7c3785df6605897 | 2% | Sconosciuto | 1 |
| 121 | GPT-5.6 Terra automationbench:GPT-5.6 Terraconfig_cf03f5b3c4e7a90d8a90130659a125a2377620b1d4b57ce89ccd6d5b184c9c6a | 1% | Sconosciuto | 1 |
| 122 | Claude Haiku 4.5 automationbench:Claude Haiku 4.5config_99e5bf5740dd30017b10fe9e3fe1e4ea8edb3f10d66879ee9bbfa545d4f1ef14 | 1% | Sconosciuto | 1 |
| 123 | Minimax M2.7 (High) automationbench:Minimax M2.7 (High)config_bea74616b427750ea86b97daee9f4973d8894f2958d5cb66a35740ab3e41eb0c | 1% | Sconosciuto | 1 |
| 124 | GPT-6 Luna (None) automationbench:GPT-6 Luna (None)config_415054aa14c4ebcb5967ebb9c853eb09f6f5951d2b3334f17783a5d0fa7e19cc | 1% | Sconosciuto | 1 |
| 125 | GPT-5.4 automationbench:GPT-5.4config_5471863f8d76f77203a971b328349f3a41a8c9c6b3fb7f436e38250d2bcd80a0 | 0% | Sconosciuto | 1 |
| 126 | GPT-5.6 Luna automationbench:GPT-5.6 Lunaconfig_bc7a49651846ff7d1b19f8a048bc5bf5f309f59aea304331361eb342ea17a0af | 0% | Sconosciuto | 1 |
| 127 | GPT-OSS 120B (High) automationbench:GPT-OSS 120B (High)config_cfa46f246cd66e02d2b0dd618d8de1f72d1e999d10abe5661068575dfbb636a4 | 0% | Sconosciuto | 1 |
| 128 | Gemini 3.5 Flash Lite (Low) automationbench:Gemini 3.5 Flash Lite (Low)config_f9644e1833ae570913681da98d4ba6f799add0287f54495d4696bc9704bd2858 | 0% | 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