Datasets:

mshojaei77
/

tasmim-bench

+model_id,model_revision,runtime_device,cases_attempted,model_load_seconds,median_case_latency_seconds,p95_case_latency_seconds,peak_cpu_rss_bytes,peak_vram_bytes,checkpoint_disk_bytes,latency_scope
+convaiinnovations/laya-multilingual,1720e3e3357cfe1e281542e223f8273b0890ca34,cpu,96,15.891076300060377,0.9010946500347927,1.0804031000006944,1927585792,,643835514,one shared state/four questions per case; adapter-level CPU timing
+amyrmahdy/decima-base,e5d84ab3a8436cedc45b0daefa91979f68319455,cpu,96,13.921467599924654,2.539188600028865,3.2007422000169754,1015795712,,2906521287,one shared state/four questions per case; adapter-level CPU timing
+Phocinae/Phocinae-Largha-150M-v1,6fd31334ad461265578a8b52cc38969b3960a9dc,cpu,96,5.463144100038335,0.28436065005371347,0.3514953999547288,1554415616,,288603268,one shared state/four questions per case; adapter-level CPU timing
+mrm8488/embeddinggemma-2-ft-typed-decision,fcc165b7d7d97827e241e09752e83fd11165a74b,cpu,96,8.448734399979003,4.290354699944146,5.624304700060748,2206457856,,1088537684,one shared state/four questions per case; adapter-level CPU timing
+amyrmahdy/decima-small,14d09cabc1b4e23106ae4413eef852a568ced77b,cpu,96,11.06113089993596,0.6063125000800937,0.7673535000067204,991236096,,1124841990,one shared state/four questions per case; adapter-level CPU timing
+Dibachain/DibaOne-M3,0cff3dc0b73e360ca0185be84a5b8104f5fb5e4c,cpu,96,2.1308507999638095,0.7612249000230804,0.786256399936974,785711104,,3142419079,one shared state/four questions per case; adapter-level CPU timing
+SupersonicLabs/Julia-1,a85b127321d580d65176c89ced8273f305745d85,cpu,96,34.137762299971655,0.3676741999806836,0.443777900072746,886853632,,577189056,one shared state/four questions per case; adapter-level CPU timing
+slow-stack/laya-typed-decisions-multilingual,8de52d4d7ec96423639882ca6faa93490fb81c90,not loaded,0,,,,,,1685218440,one shared state/four questions per case; adapter-level CPU timing
+fastino/GLiNER2.5-multi-Decide,e173bca1f0c4217d7a55b3b0c705d5ece8a0218d,not loaded,0,,,,,,1149461028,one shared state/four questions per case; adapter-level CPU timing
+Dibachain/DibaOne-X1,a7d696cb743ba41a941934196fcc447d7c39b9b6,cpu,96,4.026070200023241,0.6268376499647275,0.75809510005638,1226911744,,4462066912,one shared state/four questions per case; adapter-level CPU timing
+wfzyx/von,498ceba33390b32cfefaab6422ec380318ba9b99,not loaded,0,,,,,,3160460147,one shared state/four questions per case; adapter-level CPU timing
+manjunathshiva/opendecider-nano,1e1f0a7322e446c5ae9bbe840df11680f18a752a,cpu,96,21.238216700032353,4.936387600027956,6.56207679992076,2374148096,,791686130,one shared state/four questions per case; adapter-level CPU timing
+ParallaxOpen/Vela-Decision-170M,e6d304004bc827112cac3d6a518e3ef9517dbcaf,cpu,96,7.8762144999345765,,,1136394240,,684404049,one shared state/four questions per case; adapter-level CPU timing
+heman10x/rlcd-modernbert-151m,8af2496eb63c7fa66d7d234e1f62629380030eb4,not loaded,0,,,,,,1515637568,one shared state/four questions per case; adapter-level CPU timing
+com-kotobalabs/open-jev-deberta-v3-large,188ee67a5c93122b916e5acd5bdb0cb3623e380a,not loaded,0,,,,,,1748685796,one shared state/four questions per case; adapter-level CPU timing
+fastino/GLiNER2.5-Decide,9d1bfb848cd16d93ee56ccbc59cd92bf0f284d90,not loaded,0,,,,,,1945828140,one shared state/four questions per case; adapter-level CPU timing
+IJyad/jeb-typed-decisions,75de3f8befe82e03655ca2a8373ef26712eb9c7f,cpu,96,30.14655349997338,0.5083370999782346,0.5951295999111608,1278304256,,710466028,one shared state/four questions per case; adapter-level CPU timing
+hotchpotch/bekko-system-one-v0-68m,ab7685f23e5edbc1acb12ced4f2c4e12591efa69,cpu,96,13.366202099947259,0.9708345999242738,1.3928295000223443,1102319616,,,one shared state/four questions per case; adapter-level CPU timing
+jaredpalmer/kev-0.5b,9ce2fd39db3a397c89733f94af948e3d1fdfffcd,not loaded,0,,,,,,37074383,one shared state/four questions per case; adapter-level CPU timing
+mo-shadfar/laya-fa-general,2b86ca01851f7fc44a77a284301bfc644d9ef9d8,cuda,96,19.214497199980542,0.0599344500224106,0.06554049998521805,2995372032,,643835524,one shared state/four questions per case; adapter-level CPU timing
+vllm-sr/Decision-2.0-Eos-0.8B,52cad37ef21f598302fe964cbfa164739cb965d5,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+vllm-sr/Decision-2.0-Kai-0.6B,cc7f30cda9e7c7b28c5f71ef33f01e09385f1c4b,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+vllm-sr/d3-edge,fe71f8e1dad1d0198386de78345b13f25c319b36,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+vllm-sr/d3-lite,99e5b1ce5a718454cd112cfe00caa8d2ae8df2ff,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+internlm/Intern-Decision-0.8B,85a0cc5a99d67ea8d56dfe98115689212867171d,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+chaoliangUNSW/Jev-Style-0.8B-Decision-v3,b023d1f9c7858fbf01504577a3bfc349ea5c7385,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+Manav2op/verdict-small,085a41e0ea269f00483dd202a286cfb68f7aa63a,cpu,96,1.853402700042352,0.19350339996162802,0.435550200054422,493621248,,,one shared state/four questions per case; adapter-level CPU timing
+tasksource/tasksource-decider-nano,46e88e08cc1a3122a348ce134f18865e93f8e1c8,cpu,96,29.698542900034226,1.288795750006102,1.546440599951893,1106051072,,,one shared state/four questions per case; adapter-level CPU timing
+DangerLabs/DM-JEPA,6c7b6a6c5ca3bfa5221130fc00cc2c3cbb4a5a8c,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+Hanno-Labs/bosun-v3.1-0.6b,5e78a37c8d86860ebac9ef2d5327d6299498498e,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+LiquidAI/d1-omni-600M,02b55d7076f15129e59ab3f94783f32c4b088674,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+Lukitaduarte/dinah-0,bdfb82d3440c1592551779c3e6068cd71fb734f1,cpu,96,16.331182199995965,4.478109100018628,5.557919200044125,1629220864,,,one shared state/four questions per case; adapter-level CPU timing
+eljiwo/jiwo-0.8b,71b7911cf68f7df52fdc2dbf07de1e158bb807f2,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+hotchpotch/bekko-system-one-v0-17m,b886a1f9b91f4e8368d7830080d52d955e2c8dfa,cpu,96,10.10690579994116,0.11887255002511665,0.15764539991505444,727044096,,,one shared state/four questions per case; adapter-level CPU timing
+hotchpotch/bekko-system-one-v0-400m,1960df5602bd93cc8d336fdebd9fb68a30926e13,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+jaredpalmer/kev-0.8b,bf75a6a8848ea6960ff2ed108d9ed44c2941174f,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+kirp/jpt-0.8b,1431c0509bbc10772cd59964cc7af5835c8720d6,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+kshitijthakkar/nirnaya-0.4b-0.2a-decision,8d81850e41ae31a423d89aaf0b8bd77e946df502,cpu,96,17.332822900032625,9.553018099977635,17.504379999940284,1356251136,,,one shared state/four questions per case; adapter-level CPU timing
+mohamedlotfy50/sifr-0.8b-v3,fdedb868ae7088335cbde79e3a603d05add66377,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+notnotsamuel/LFM2.5-350M-RLCD,deb589d803d141cabd158ef55f6617b128529f36,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+scar-ai/vera-spark,964a12f7a7c2aaa08950af899277de789f84045c,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+sthanika-ai/Sieve-0.8B,f0f5f886e51ad297e4b04370f251397c39e52eaa,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+togethercomputer/Tev1-0.8B-experimental,6bb2dff14b38fea90ddb14d870166ccaf77374e9,not loaded,0,,,,,,,one shared state/four questions per case; adapter-level CPU timing
+typesafe/jev-1.13,typesafe/jev-1.13-20260917,hosted_api,96,,0.45,0.685,,,,one shared state/four questions per case; hosted values include network overhead
+openai/gpt-6-luna-decisions,openai/gpt-6-luna-decisions-20261006,hosted_api,96,,0.4805,0.677,,,,one shared state/four questions per case; hosted values include network overhead
+perplexity/pplx-decider-v1.1-27b,perplexity/pplx-decider-v1.1-27b-20261006,hosted_api,96,,0.4855,2.945,,,,one shared state/four questions per case; hosted values include network overhead
+microsoft/microsoft-decision-1,microsoft/microsoft-decision-1-20261009,hosted_api,96,,0.535,0.9,,,,one shared state/four questions per case; hosted values include network overhead
+cloudflare/clef,cloudflare/clef,hosted_api,96,,2.5165,3.665,,,,one shared state/four questions per case; hosted values include network overhead
+nace-ai/drex-v1.5,nace-ai/drex-v1.5-20261009,hosted_api,96,,0.717,1.495,,,,one shared state/four questions per case; hosted values include network overhead
+liquid/d1,liquid/d1-20260930,hosted_api,96,,0.4235,0.816,,,,one shared state/four questions per case; hosted values include network overhead
+respan/span-01-lite,respan/span-01-lite-20260925,hosted_api,96,,0.4465,0.708,,,,one shared state/four questions per case; hosted values include network overhead
+cloudflare/clef-flash,cloudflare/clef-flash,hosted_api,96,,0.49,0.964,,,,one shared state/four questions per case; hosted values include network overhead
+inception/mercury-decide:free,inception/mercury-decide-20260930,hosted_api,96,,0.57,0.845,,,,one shared state/four questions per case; hosted values include network overhead

versions/v1.1.2/results/full_typed_leaderboard.csv ADDED Viewed

	@@ -0,0 +1,23 @@

+rank,model_id,model,parameters,parameter_count,choice_accuracy,noul_f1_true,score_mae,overall_normalized_score,coverage,screening_cases_attempted,choice_decisions,noul_decisions,score_decisions,screening_labeled_decisions,p95_case_latency_seconds,peak_vram_bytes,license,status,native_support,adapted_support,full_native_comparable,runtime_device
+1,openai/gpt-6-luna-decisions,[openai/gpt-6-luna-decisions](https://openrouter.ai/openai/gpt-6-luna-decisions),Not verified,,0.921875,1.0,0.4791666666666667,92.07175925925925,384/384,96,192,96,96,384,0.677,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+2,nace-ai/drex-v1.5,[nace-ai/drex-v1.5](https://openrouter.ai/nace-ai/drex-v1.5),Not verified,,0.921875,0.9894736842105263,0.5104166666666666,91.37365984405457,384/384,96,192,96,96,384,1.495,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+3,microsoft/microsoft-decision-1,[microsoft/microsoft-decision-1](https://openrouter.ai/microsoft/microsoft-decision-1),Not verified,,0.9322916666666666,1.0,0.6145833333333334,90.91435185185185,384/384,96,192,96,96,384,0.9,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+4,cloudflare/clef,[cloudflare/clef](https://openrouter.ai/cloudflare/clef),Not verified,,0.9583333333333334,0.9787234042553191,0.7291666666666666,89.80003940110322,384/384,96,192,96,96,384,3.665,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+5,typesafe/jev-1.13,[typesafe/jev-1.13](https://openrouter.ai/typesafe/jev-1.13),Not verified,,0.9427083333333334,0.9894736842105263,0.7604166666666666,89.29032651072126,384/384,96,192,96,96,384,0.685,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+6,cloudflare/clef-flash,[cloudflare/clef-flash](https://openrouter.ai/cloudflare/clef-flash),Not verified,,0.8854166666666666,1.0,0.6770833333333334,88.6574074074074,384/384,96,192,96,96,384,0.964,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+7,inception/mercury-decide:free,[inception/mercury-decide:free](https://openrouter.ai/inception/mercury-decide%3Afree),Not verified,,0.9635416666666666,0.9473684210526315,0.7708333333333334,88.46552144249512,384/384,96,192,96,96,384,0.845,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+8,liquid/d1,[liquid/d1](https://openrouter.ai/liquid/d1),Not verified,,0.9270833333333334,0.946236559139785,0.8229166666666666,86.63381123058542,384/384,96,192,96,96,384,0.816,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+9,amyrmahdy/decima-base,[amyrmahdy/decima-base](https://huggingface.co/amyrmahdy/decima-base),≈322.0M,322000000,0.4791666666666667,0.7157894736842105,0.9583333333333334,62.51705653021442,384/384,96,192,96,96,384,3.2007422000169754,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+10,manjunathshiva/opendecider-nano,[manjunathshiva/opendecider-nano](https://huggingface.co/manjunathshiva/opendecider-nano),394.8M,394781696,0.3958333333333333,0.6515151515151515,0.96875,57.481060606060595,384/384,96,192,96,96,384,6.56207679992076,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+11,amyrmahdy/decima-small,[amyrmahdy/decima-small](https://huggingface.co/amyrmahdy/decima-small),≈122.0M,122000000,0.46875,0.55,0.9166666666666666,57.10648148148149,384/384,96,192,96,96,384,0.7673535000067204,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+12,convaiinnovations/laya-multilingual,[convaiinnovations/laya-multilingual](https://huggingface.co/convaiinnovations/laya-multilingual),321.9M,321908998,0.4479166666666667,0.6031746031746031,1.03125,56.911375661375665,384/384,96,192,96,96,384,1.0804031000006944,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+13,Lukitaduarte/dinah-0,[Lukitaduarte/dinah-0](https://huggingface.co/Lukitaduarte/dinah-0),149.6M,149614978,0.40625,0.6666666666666666,1.1041666666666667,56.828703703703695,384/384,96,192,96,96,384,5.557919200044125,,cc-by-nc-4.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+14,hotchpotch/bekko-system-one-v0-17m,[hotchpotch/bekko-system-one-v0-17m](https://huggingface.co/hotchpotch/bekko-system-one-v0-17m),≈17.0M,17000000,0.25,0.6808510638297872,0.9791666666666666,53.48207249802994,384/384,96,192,96,96,384,0.15764539991505444,,Not declared,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+15,perplexity/pplx-decider-v1.1-27b,[perplexity/pplx-decider-v1.1-27b](https://openrouter.ai/perplexity/pplx-decider-v1.1-27b),Not verified,,0.4166666666666667,0.5882352941176471,1.5,50.16339869281046,384/384,96,192,96,96,384,2.945,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+16,SupersonicLabs/Julia-1,[SupersonicLabs/Julia-1](https://huggingface.co/SupersonicLabs/Julia-1),144.3M,144292870,0.3802083333333333,0.4358974358974359,1.0625,48.73130341880342,384/384,96,192,96,96,384,0.443777900072746,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+17,Dibachain/DibaOne-M3,[Dibachain/DibaOne-M3](https://huggingface.co/Dibachain/DibaOne-M3),278.0M,278043648,0.40625,0.47191011235955055,1.2604166666666667,48.60070744902206,384/384,96,192,96,96,384,0.786256399936974,,cc-by-nc-sa-4.0,LICENSE_RESTRICTED,"[""choice"",""noul"",""score""]",[],True,cpu
+18,kshitijthakkar/nirnaya-0.4b-0.2a-decision,[kshitijthakkar/nirnaya-0.4b-0.2a-decision](https://huggingface.co/kshitijthakkar/nirnaya-0.4b-0.2a-decision),390.0M,389956608,0.3229166666666667,0.5739130434782609,1.3854166666666667,47.8341384863124,384/384,96,192,96,96,384,17.504379999940284,,Not declared,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+19,mo-shadfar/laya-fa-general,[mo-shadfar/laya-fa-general](https://huggingface.co/mo-shadfar/laya-fa-general),321.9M,321908998,0.4895833333333333,0.2545454545454545,1,47.026515151515156,384/384,96,192,96,96,384,0.06554049998521805,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cuda
+20,mrm8488/embeddinggemma-2-ft-typed-decision,[mrm8488/embeddinggemma-2-ft-typed-decision](https://huggingface.co/mrm8488/embeddinggemma-2-ft-typed-decision),272.1M,272120348,0.390625,0.3333333333333333,0.96875,46.701388888888886,384/384,96,192,96,96,384,5.624304700060748,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+21,Manav2op/verdict-small,[Manav2op/verdict-small](https://huggingface.co/Manav2op/verdict-small),117.7M,117653760,0.40625,0.0784313725490196,1.1458333333333333,36.75789760348584,384/384,96,192,96,96,384,0.435550200054422,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+22,hotchpotch/bekko-system-one-v0-68m,[hotchpotch/bekko-system-one-v0-68m](https://huggingface.co/hotchpotch/bekko-system-one-v0-68m),≈68.0M,68000000,0.3645833333333333,0.0,0.875,35.763888888888886,384/384,96,192,96,96,384,1.3928295000223443,,Not declared,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu

versions/v1.1.2/results/hosted_api_results.csv ADDED Viewed

	@@ -0,0 +1,11 @@

+api_endpoint,choice_accuracy,choice_ece_10_bins,choice_macro_f1,choice_mean_brier,choice_mean_nll,configured_model_id,error_breakdown,error_count,error_rate,evaluation_date,latency_p50_ms,latency_p95_ms,mean_requests_per_shared_state_case,model_id,model_url,model_version_or_revision,native_supported_primitives,noul_accuracy,noul_ece_10_bins,noul_f1_true,noul_false_negative_rate,noul_false_positive_rate,noul_mean_brier,noul_precision_true,noul_recall_true,pending_reservation_usd,pricing_snapshot,provider,request_count,runtime,score_exact_accuracy,score_expected_score_mae_from_api,score_mean_brier,score_mean_nll,score_ordinal_mae,screening_cases_attempted,screening_request_count,smoke_request_count,status,total_cost_usd,uncertain_cost_usd,unsupported_primitives,valid_choice_decisions,valid_decisions,valid_noul_decisions,valid_score_decisions
+https://openrouter.ai/api/alpha/decisions,0.9427083333333334,0.07619791666666668,0.9277935606060606,0.08987708333333333,0.18551604597489538,typesafe/jev-1.13,{},0,0.0,2026-10-13T12:13:32+00:00,450.0,685.0,1.0208333333333333,typesafe/jev-1.13,https://openrouter.ai/typesafe/jev-1.13,typesafe/jev-1.13-20260917,"[""choice"", ""noul"", ""score""]",0.9895833333333334,0.1079166666666667,0.9894736842105263,0.020833333333333332,0.0,0.037295833333333334,1.0,0.9791666666666666,0,"{""configured_model"":""typesafe/jev-1.13"",""canonical_model"":""typesafe/jev-1.13-20260917"",""interface"":""decisions"",""input_modalities"":[""text""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""4.2E-8"",""completion_usd_per_token"":""0"",""context_length"":64000,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",TypeSafe,101,hosted_api; network latency includes client/network/provider overhead,0.3333333333333333,0.7698958333333333,0.8994749999999999,2.216403411561795,0.7604166666666666,96,98,3,EVALUATED,0.004334736,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,0.921875,0.059479166666666666,0.912686011904762,0.08664895833333335,0.1516678793083189,openai/gpt-6-luna-decisions,{},0,0.0,2026-10-13T12:13:37+00:00,480.5,677.0,1.0,openai/gpt-6-luna-decisions,https://openrouter.ai/openai/gpt-6-luna-decisions,openai/gpt-6-luna-decisions-20261006,"[""choice"", ""noul"", ""score""]",1.0,0.004479166666666701,1.0,0.0,0.0,0.00021458333333333363,1.0,1.0,0,"{""configured_model"":""openai/gpt-6-luna-decisions"",""canonical_model"":""openai/gpt-6-luna-decisions-20261006"",""interface"":""decisions"",""input_modalities"":[""text"",""image""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""1E-7"",""completion_usd_per_token"":""0"",""context_length"":1050000,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",OpenAI,99,hosted_api; network latency includes client/network/provider overhead,0.5729166666666666,0.5661458333333333,0.6362208333333333,1.0950737134396993,0.4791666666666667,96,96,3,EVALUATED,0.0078924,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,0.4166666666666667,0.05898816411099938,0.3354229971417471,0.6533333056435336,1.08007310770077,perplexity/pplx-decider-v1.1-27b,{},0,0.0,2026-10-13T12:13:42+00:00,485.5,2945.0,1.0,perplexity/pplx-decider-v1.1-27b,https://openrouter.ai/perplexity/pplx-decider-v1.1-27b,perplexity/pplx-decider-v1.1-27b-20261006,"[""choice"", ""noul"", ""score""]",0.7083333333333334,0.13674628573369316,0.5882352941176471,0.5833333333333334,0.0,0.4222608325125264,1.0,0.4166666666666667,0,"{""configured_model"":""perplexity/pplx-decider-v1.1-27b"",""canonical_model"":""perplexity/pplx-decider-v1.1-27b-20261006"",""interface"":""decisions"",""input_modalities"":[""text"",""image""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""2E-8"",""completion_usd_per_token"":""0"",""context_length"":262144,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",Perplexity,99,hosted_api; network latency includes client/network/provider overhead,0.25,0.9698650809509705,0.7684439275133051,1.3867381958983571,1.5,96,96,3,EVALUATED,0.00251950,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,0.9322916666666666,0.03883114745209622,0.9170792748917749,0.09389125427980943,0.14769411096730073,microsoft/microsoft-decision-1,{},0,0.0,2026-10-13T12:13:46+00:00,535.0,900.0,1.0,microsoft/microsoft-decision-1,https://openrouter.ai/microsoft/microsoft-decision-1,microsoft/microsoft-decision-1-20261009,"[""choice"", ""noul"", ""score""]",1.0,0.01833074994112173,1.0,0.0,0.0,0.004665506911684707,1.0,1.0,0,"{""configured_model"":""microsoft/microsoft-decision-1"",""canonical_model"":""microsoft/microsoft-decision-1-20261009"",""interface"":""decisions"",""input_modalities"":[""text""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""4.2E-8"",""completion_usd_per_token"":""0"",""context_length"":32768,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",Azure,99,hosted_api; network latency includes client/network/provider overhead,0.4375,0.6036437319014352,0.9723311102149164,2.7087628114379982,0.6145833333333334,96,96,3,EVALUATED,0.001845774,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,0.9583333333333334,0.05721666666666667,0.9476190476190476,0.08261435854166667,0.18090619264637742,cloudflare/clef,{},0,0.0,2026-10-13T12:13:51+00:00,2516.5,3665.0,1.0,cloudflare/clef,https://openrouter.ai/cloudflare/clef,cloudflare/clef,"[""choice"", ""noul"", ""score""]",0.9791666666666666,0.016901041666666644,0.9787234042553191,0.041666666666666664,0.0,0.04817938145833334,1.0,0.9583333333333334,0,"{""configured_model"":""cloudflare/clef"",""canonical_model"":""cloudflare/clef"",""interface"":""decisions"",""input_modalities"":[""text"",""image""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""2.4E-7"",""completion_usd_per_token"":""0"",""context_length"":65536,""pricing_basis"":""model metadata; maximum listed endpoint rate""}","Cloudflare, DeepInfra, PrimeIntellect",99,hosted_api; network latency includes client/network/provider overhead,0.40625,0.7361364583333333,0.767288799375,1.3515132091968258,0.7291666666666666,96,96,3,EVALUATED,0.004090068,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,0.921875,0.05658124999999992,0.9028273809523809,0.13693941338541668,0.3004611991774057,nace-ai/drex-v1.5,{},0,0.0,2026-10-13T12:13:55+00:00,717.0,1495.0,1.0,nace-ai/drex-v1.5,https://openrouter.ai/nace-ai/drex-v1.5,nace-ai/drex-v1.5-20261009,"[""choice"", ""noul"", ""score""]",0.9895833333333334,0.02313541666666664,0.9894736842105263,0.020833333333333332,0.0,0.012853853333333332,1.0,0.9791666666666666,0,"{""configured_model"":""nace-ai/drex-v1.5"",""canonical_model"":""nace-ai/drex-v1.5-20261009"",""interface"":""decisions"",""input_modalities"":[""text""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""4E-8"",""completion_usd_per_token"":""0"",""context_length"":131072,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",DeepInfra,99,hosted_api; network latency includes client/network/provider overhead,0.5208333333333334,0.545665625,0.7259255851041666,1.390919291964284,0.5104166666666666,96,96,3,EVALUATED,0.00160404,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,0.9270833333333334,0.016543366340601235,0.905952380952381,0.10391803750620195,0.1738227323833028,liquid/d1,{},0,0.0,2026-10-13T12:14:00+00:00,423.5,816.0,1.0104166666666667,liquid/d1,https://openrouter.ai/liquid/d1,liquid/d1-20260930,"[""choice"", ""noul"", ""score""]",0.9479166666666666,0.03701893653896288,0.946236559139785,0.08333333333333333,0.020833333333333332,0.0903890860243407,0.9777777777777777,0.9166666666666666,0.00019440,"{""configured_model"":""liquid/d1"",""canonical_model"":""liquid/d1-20260930"",""interface"":""decisions"",""input_modalities"":[""text""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""4E-8"",""completion_usd_per_token"":""0"",""context_length"":65536,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",Liquid,100,hosted_api; network latency includes client/network/provider overhead,0.3125,0.794027384024666,0.9049586663329734,1.743958464710827,0.8229166666666666,96,97,3,EVALUATED,0.00547880,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,,,,,,respan/span-01-lite,"{""MISSING_ANSWER"": 288}",288,0.75,2026-10-13T12:14:04+00:00,446.5,708.0,2.3541666666666665,respan/span-01-lite,https://openrouter.ai/respan/span-01-lite,respan/span-01-lite-20260925,"[""noul""]",0.9791666666666666,0.06602080252083331,0.9795918367346939,0.0,0.041666666666666664,0.05123194248063471,0.96,1.0,0,"{""configured_model"":""respan/span-01-lite"",""canonical_model"":""respan/span-01-lite-20260925"",""interface"":""decisions"",""input_modalities"":[""text""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""0"",""completion_usd_per_token"":""0"",""context_length"":0,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",Respan,235,hosted_api; network latency includes client/network/provider overhead,,,,,,96,226,9,PARTIAL_CAPABILITY,0,0,"[""choice"", ""score""]",0,96,96,0
+https://openrouter.ai/api/alpha/decisions,0.8854166666666666,0.035120312499999994,0.8662946428571429,0.15954059083333333,0.29177855505241385,cloudflare/clef-flash,{},0,0.0,2026-10-13T12:14:06+00:00,490.0,964.0,1.0,cloudflare/clef-flash,https://openrouter.ai/cloudflare/clef-flash,cloudflare/clef-flash,"[""choice"", ""noul"", ""score""]",1.0,0.024880208333333372,1.0,0.0,0.0,0.0037810606250000003,1.0,1.0,0,"{""configured_model"":""cloudflare/clef-flash"",""canonical_model"":""cloudflare/clef-flash"",""interface"":""decisions"",""input_modalities"":[""text"",""image""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""3.8E-8"",""completion_usd_per_token"":""0"",""context_length"":24576,""pricing_basis"":""model metadata; maximum listed endpoint rate""}","Cloudflare, PrimeIntellect",99,hosted_api; network latency includes client/network/provider overhead,0.3854166666666667,0.7244427083333334,0.8097889832291667,1.394296895125813,0.6770833333333334,96,96,3,EVALUATED,0.001790237,0,[],192,384,96,96
+https://openrouter.ai/api/alpha/decisions,0.9635416666666666,0.03497916096254507,0.9575892857142857,0.06316884051182535,0.18381777333799879,inception/mercury-decide:free,{},0,0.0,2026-10-13T12:14:11+00:00,570.0,845.0,1.0,inception/mercury-decide:free,https://openrouter.ai/inception/mercury-decide%3Afree,inception/mercury-decide-20260930,"[""choice"", ""noul"", ""score""]",0.9479166666666666,0.030675147408802752,0.9473684210526315,0.0625,0.041666666666666664,0.06409515020568454,0.9574468085106383,0.9375,0,"{""configured_model"":""inception/mercury-decide:free"",""canonical_model"":""inception/mercury-decide-20260930"",""interface"":""decisions"",""input_modalities"":[""text""],""output_modalities"":[""decisions""],""supported_parameters"":[],""prompt_usd_per_token"":""0"",""completion_usd_per_token"":""0"",""context_length"":65536,""pricing_basis"":""model metadata; maximum listed endpoint rate""}",Inception,99,hosted_api; network latency includes client/network/provider overhead,0.3854166666666667,0.7544778561183342,1.1040817003456322,2.942354049566079,0.7708333333333334,96,96,3,EVALUATED,0,0,[],192,384,96,96

versions/v1.1.2/results/leaderboard.csv ADDED Viewed

	@@ -0,0 +1,54 @@

+rank,model_id,model,parameters,parameter_count,choice_accuracy,noul_f1_true,score_mae,overall_normalized_score,coverage,screening_cases_attempted,choice_decisions,noul_decisions,score_decisions,screening_labeled_decisions,p95_case_latency_seconds,peak_vram_bytes,license,status,native_support,adapted_support,full_native_comparable,runtime_device
+12,convaiinnovations/laya-multilingual,[convaiinnovations/laya-multilingual](https://huggingface.co/convaiinnovations/laya-multilingual),321.9M,321908998,0.4479166666666667,0.6031746031746031,1.03125,56.911375661375665,384/384,96,192,96,96,384,1.0804031000006944,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+9,amyrmahdy/decima-base,[amyrmahdy/decima-base](https://huggingface.co/amyrmahdy/decima-base),≈322.0M,322000000,0.4791666666666667,0.7157894736842105,0.9583333333333334,62.51705653021442,384/384,96,192,96,96,384,3.2007422000169754,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,Phocinae/Phocinae-Largha-150M-v1,[Phocinae/Phocinae-Largha-150M-v1](https://huggingface.co/Phocinae/Phocinae-Largha-150M-v1),144.3M,144292870,0.453125,0.4489795918367347,,,288/384,96,192,96,0,288,0.3514953999547288,,apache-2.0,PARTIAL_CAPABILITY,"[""choice"",""noul""]",[],False,cpu
+20,mrm8488/embeddinggemma-2-ft-typed-decision,[mrm8488/embeddinggemma-2-ft-typed-decision](https://huggingface.co/mrm8488/embeddinggemma-2-ft-typed-decision),272.1M,272120348,0.390625,0.3333333333333333,0.96875,46.701388888888886,384/384,96,192,96,96,384,5.624304700060748,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+11,amyrmahdy/decima-small,[amyrmahdy/decima-small](https://huggingface.co/amyrmahdy/decima-small),≈122.0M,122000000,0.46875,0.55,0.9166666666666666,57.10648148148149,384/384,96,192,96,96,384,0.7673535000067204,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+17,Dibachain/DibaOne-M3,[Dibachain/DibaOne-M3](https://huggingface.co/Dibachain/DibaOne-M3),278.0M,278043648,0.40625,0.47191011235955055,1.2604166666666667,48.60070744902206,384/384,96,192,96,96,384,0.786256399936974,,cc-by-nc-sa-4.0,LICENSE_RESTRICTED,"[""choice"",""noul"",""score""]",[],True,cpu
+16,SupersonicLabs/Julia-1,[SupersonicLabs/Julia-1](https://huggingface.co/SupersonicLabs/Julia-1),144.3M,144292870,0.3802083333333333,0.4358974358974359,1.0625,48.73130341880342,384/384,96,192,96,96,384,0.443777900072746,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,slow-stack/laya-typed-decisions-multilingual,[slow-stack/laya-typed-decisions-multilingual](https://huggingface.co/slow-stack/laya-typed-decisions-multilingual),421.3M,421293830,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,fastino/GLiNER2.5-multi-Decide,[fastino/GLiNER2.5-multi-Decide](https://huggingface.co/fastino/GLiNER2.5-multi-Decide),287.4M,287355159,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,Dibachain/DibaOne-X1,[Dibachain/DibaOne-X1](https://huggingface.co/Dibachain/DibaOne-X1),≈395.5M,395500000,0.4739583333333333,0.4367816091954023,,,288/384,96,192,96,0,288,0.75809510005638,,apache-2.0,PARTIAL_CAPABILITY,"[""choice""]","[""choice"",""noul""]",False,cpu
+,wfzyx/von,[wfzyx/von](https://huggingface.co/wfzyx/von),394.8M,394781696,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+10,manjunathshiva/opendecider-nano,[manjunathshiva/opendecider-nano](https://huggingface.co/manjunathshiva/opendecider-nano),394.8M,394781696,0.3958333333333333,0.6515151515151515,0.96875,57.481060606060595,384/384,96,192,96,96,384,6.56207679992076,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,ParallaxOpen/Vela-Decision-170M,[ParallaxOpen/Vela-Decision-170M](https://huggingface.co/ParallaxOpen/Vela-Decision-170M),170.6M,170569738,,,,,0/384,96,0,0,0,0,,,apache-2.0,PARTIAL_CAPABILITY,"[""choice""]","[""noul""]",False,cpu
+,heman10x/rlcd-modernbert-151m,[heman10x/rlcd-modernbert-151m](https://huggingface.co/heman10x/rlcd-modernbert-151m),151.4M,151378176,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,com-kotobalabs/open-jev-deberta-v3-large,[com-kotobalabs/open-jev-deberta-v3-large](https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large),≈437.2M,437200000,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,fastino/GLiNER2.5-Decide,[fastino/GLiNER2.5-Decide](https://huggingface.co/fastino/GLiNER2.5-Decide),486.4M,486444053,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,IJyad/jeb-typed-decisions,[IJyad/jeb-typed-decisions](https://huggingface.co/IJyad/jeb-typed-decisions),177.6M,177609985,0.4010416666666667,0.6666666666666666,,,288/384,96,192,96,0,288,0.5951295999111608,,apache-2.0,PARTIAL_CAPABILITY,"[""choice""]","[""choice"",""noul""]",False,cpu
+22,hotchpotch/bekko-system-one-v0-68m,[hotchpotch/bekko-system-one-v0-68m](https://huggingface.co/hotchpotch/bekko-system-one-v0-68m),≈68.0M,68000000,0.3645833333333333,0.0,0.875,35.763888888888886,384/384,96,192,96,96,384,1.3928295000223443,,Not declared,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,jaredpalmer/kev-0.5b,[jaredpalmer/kev-0.5b](https://huggingface.co/jaredpalmer/kev-0.5b),Not verified,,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,OVER_500M,[],[],False,not loaded
+19,mo-shadfar/laya-fa-general,[mo-shadfar/laya-fa-general](https://huggingface.co/mo-shadfar/laya-fa-general),321.9M,321908998,0.4895833333333333,0.2545454545454545,1,47.026515151515156,384/384,96,192,96,96,384,0.06554049998521805,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cuda
+,vllm-sr/Decision-2.0-Eos-0.8B,[vllm-sr/Decision-2.0-Eos-0.8B](https://huggingface.co/vllm-sr/Decision-2.0-Eos-0.8B),753.4M,753446208,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,vllm-sr/Decision-2.0-Kai-0.6B,[vllm-sr/Decision-2.0-Kai-0.6B](https://huggingface.co/vllm-sr/Decision-2.0-Kai-0.6B),597.1M,597103104,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,vllm-sr/d3-edge,[vllm-sr/d3-edge](https://huggingface.co/vllm-sr/d3-edge),594.6M,594582720,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,vllm-sr/d3-lite,[vllm-sr/d3-lite](https://huggingface.co/vllm-sr/d3-lite),853.2M,853247040,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,internlm/Intern-Decision-0.8B,[internlm/Intern-Decision-0.8B](https://huggingface.co/internlm/Intern-Decision-0.8B),853.0M,852985920,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,chaoliangUNSW/Jev-Style-0.8B-Decision-v3,[chaoliangUNSW/Jev-Style-0.8B-Decision-v3](https://huggingface.co/chaoliangUNSW/Jev-Style-0.8B-Decision-v3),752.4M,752393024,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+21,Manav2op/verdict-small,[Manav2op/verdict-small](https://huggingface.co/Manav2op/verdict-small),117.7M,117653760,0.40625,0.0784313725490196,1.1458333333333333,36.75789760348584,384/384,96,192,96,96,384,0.435550200054422,,apache-2.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,tasksource/tasksource-decider-nano,[tasksource/tasksource-decider-nano](https://huggingface.co/tasksource/tasksource-decider-nano),149.0M,149015041,0.4166666666666667,0.5747126436781609,,,288/384,96,192,96,0,288,1.546440599951893,,apache-2.0,PARTIAL_CAPABILITY,"[""choice"",""noul""]",[],False,cpu
+,DangerLabs/DM-JEPA,[DangerLabs/DM-JEPA](https://huggingface.co/DangerLabs/DM-JEPA),308.3M,308272641,,,,,Not evaluated,0,0,0,0,0,,,mit,RESOURCE_BLOCKED,[],[],False,not loaded
+,Hanno-Labs/bosun-v3.1-0.6b,[Hanno-Labs/bosun-v3.1-0.6b](https://huggingface.co/Hanno-Labs/bosun-v3.1-0.6b),≈596.0M,596049920,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,LiquidAI/d1-omni-600M,[LiquidAI/d1-omni-600M](https://huggingface.co/LiquidAI/d1-omni-600M),587.2M,587161089,,,,,Not evaluated,0,0,0,0,0,,,other,RESOURCE_BLOCKED,[],[],False,not loaded
+13,Lukitaduarte/dinah-0,[Lukitaduarte/dinah-0](https://huggingface.co/Lukitaduarte/dinah-0),149.6M,149614978,0.40625,0.6666666666666666,1.1041666666666667,56.828703703703695,384/384,96,192,96,96,384,5.557919200044125,,cc-by-nc-4.0,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,eljiwo/jiwo-0.8b,[eljiwo/jiwo-0.8b](https://huggingface.co/eljiwo/jiwo-0.8b),752.4M,752393024,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+14,hotchpotch/bekko-system-one-v0-17m,[hotchpotch/bekko-system-one-v0-17m](https://huggingface.co/hotchpotch/bekko-system-one-v0-17m),≈17.0M,17000000,0.25,0.6808510638297872,0.9791666666666666,53.48207249802994,384/384,96,192,96,96,384,0.15764539991505444,,Not declared,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,hotchpotch/bekko-system-one-v0-400m,[hotchpotch/bekko-system-one-v0-400m](https://huggingface.co/hotchpotch/bekko-system-one-v0-400m),≈400.0M,400000000,,,,,Not evaluated,0,0,0,0,0,,,Not declared,RESOURCE_BLOCKED,[],[],False,not loaded
+,jaredpalmer/kev-0.8b,[jaredpalmer/kev-0.8b](https://huggingface.co/jaredpalmer/kev-0.8b),≈870.0M,870000000,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,kirp/jpt-0.8b,[kirp/jpt-0.8b](https://huggingface.co/kirp/jpt-0.8b),853.0M,852985920,,,,,Not evaluated,0,0,0,0,0,,,cc-by-nc-4.0,RESOURCE_BLOCKED,[],[],False,not loaded
+18,kshitijthakkar/nirnaya-0.4b-0.2a-decision,[kshitijthakkar/nirnaya-0.4b-0.2a-decision](https://huggingface.co/kshitijthakkar/nirnaya-0.4b-0.2a-decision),390.0M,389956608,0.3229166666666667,0.5739130434782609,1.3854166666666667,47.8341384863124,384/384,96,192,96,96,384,17.504379999940284,,Not declared,EVALUATED,"[""choice"",""noul"",""score""]",[],True,cpu
+,mohamedlotfy50/sifr-0.8b-v3,[mohamedlotfy50/sifr-0.8b-v3](https://huggingface.co/mohamedlotfy50/sifr-0.8b-v3),853.0M,852985920,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,notnotsamuel/LFM2.5-350M-RLCD,[notnotsamuel/LFM2.5-350M-RLCD](https://huggingface.co/notnotsamuel/LFM2.5-350M-RLCD),354.5M,354483968,,,,,Not evaluated,0,0,0,0,0,,,other,RESOURCE_BLOCKED,[],[],False,not loaded
+,scar-ai/vera-spark,[scar-ai/vera-spark](https://huggingface.co/scar-ai/vera-spark),638.5M,638468358,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,sthanika-ai/Sieve-0.8B,[sthanika-ai/Sieve-0.8B](https://huggingface.co/sthanika-ai/Sieve-0.8B),≈590.0M,590000000,,,,,Not evaluated,0,0,0,0,0,,,apache-2.0,RESOURCE_BLOCKED,[],[],False,not loaded
+,togethercomputer/Tev1-0.8B-experimental,[togethercomputer/Tev1-0.8B-experimental](https://huggingface.co/togethercomputer/Tev1-0.8B-experimental),873.4M,873438784,,,,,Not evaluated,0,0,0,0,0,,,Not declared,RESOURCE_BLOCKED,[],[],False,not loaded
+5,typesafe/jev-1.13,[typesafe/jev-1.13](https://openrouter.ai/typesafe/jev-1.13),Not verified,,0.9427083333333334,0.9894736842105263,0.7604166666666666,89.29032651072126,384/384,96,192,96,96,384,0.685,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+1,openai/gpt-6-luna-decisions,[openai/gpt-6-luna-decisions](https://openrouter.ai/openai/gpt-6-luna-decisions),Not verified,,0.921875,1.0,0.4791666666666667,92.07175925925925,384/384,96,192,96,96,384,0.677,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+15,perplexity/pplx-decider-v1.1-27b,[perplexity/pplx-decider-v1.1-27b](https://openrouter.ai/perplexity/pplx-decider-v1.1-27b),Not verified,,0.4166666666666667,0.5882352941176471,1.5,50.16339869281046,384/384,96,192,96,96,384,2.945,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+3,microsoft/microsoft-decision-1,[microsoft/microsoft-decision-1](https://openrouter.ai/microsoft/microsoft-decision-1),Not verified,,0.9322916666666666,1.0,0.6145833333333334,90.91435185185185,384/384,96,192,96,96,384,0.9,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+4,cloudflare/clef,[cloudflare/clef](https://openrouter.ai/cloudflare/clef),Not verified,,0.9583333333333334,0.9787234042553191,0.7291666666666666,89.80003940110322,384/384,96,192,96,96,384,3.665,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+2,nace-ai/drex-v1.5,[nace-ai/drex-v1.5](https://openrouter.ai/nace-ai/drex-v1.5),Not verified,,0.921875,0.9894736842105263,0.5104166666666666,91.37365984405457,384/384,96,192,96,96,384,1.495,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+8,liquid/d1,[liquid/d1](https://openrouter.ai/liquid/d1),Not verified,,0.9270833333333334,0.946236559139785,0.8229166666666666,86.63381123058542,384/384,96,192,96,96,384,0.816,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+,respan/span-01-lite,[respan/span-01-lite](https://openrouter.ai/respan/span-01-lite),Not verified,,,0.9795918367346939,,,96/384,96,0,96,0,96,0.708,,Hosted service; provider and model terms apply; no weights redistributed,PARTIAL_CAPABILITY,"[""noul""]",[],False,hosted_api
+6,cloudflare/clef-flash,[cloudflare/clef-flash](https://openrouter.ai/cloudflare/clef-flash),Not verified,,0.8854166666666666,1.0,0.6770833333333334,88.6574074074074,384/384,96,192,96,96,384,0.964,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api
+7,inception/mercury-decide:free,[inception/mercury-decide:free](https://openrouter.ai/inception/mercury-decide%3Afree),Not verified,,0.9635416666666666,0.9473684210526315,0.7708333333333334,88.46552144249512,384/384,96,192,96,96,384,0.845,,Hosted service; provider and model terms apply; no weights redistributed,EVALUATED,"[""choice"",""noul"",""score""]",[],True,hosted_api