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<url><loc>https://ultrabench.ai/decision</loc><lastmod>2026-10-23</lastmod></url>
<url><loc>https://ultrabench.ai/decision/benchmarks</loc><lastmod>2026-10-23</lastmod></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_bench_accuracy</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_bench_ece</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_bench_nll</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_area_arts</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_area_knowledge</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_area_language</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_area_retrieval</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_area_tools</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_amazon_esci</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_anli</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_apibank</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_banking77</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_bbh</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_bfcl</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_bpomp</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_bright</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_clinc150</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_contractnli</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_gpqa</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_gsm8k</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_hellaswag</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_hle</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_home_appliance</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_humicroedit</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_isarcasm</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_mmlu_pro</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_nli4ct</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_toolret</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_when2call</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_bm_winogrande</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_calib_accuracy</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_calib_brier</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_calib_ece</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_full</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_index_public</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_calibration</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_capability</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_composite</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_cost</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_intelligence</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_public_accuracy</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_public_brier</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_public_ece</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_jevbench_speed</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_s1bench</loc></url>
<url><loc>https://ultrabench.ai/decision/benchmarks/decision_typesafe_workflow</loc></url>
<url><loc>https://ultrabench.ai/decision/models/adata-decision-1-9b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/avrik-lite-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/avrik-pro-12b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/bobcat-1-3</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/bobcat-flash-1-2</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/celeris-1-decision</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/clef</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/clef-flash</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/clef-omni</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/coco-decision-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/coco-decision-4b-ko</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/cua-s1-4b-0-2</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/cua-s1-forms</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d1</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d1-3b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d1-omni-600m</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d3</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d3-edge</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d3-flash</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d3-lite</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d3-mini</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/d3-nano</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/decider-12b-v1</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/decider-31b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/decider-4b-v2</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/decider-chat-gemma4-31b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/decider-chat-qwen3-6-27b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/decision-2-0-vega-27b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/fonles-decision-1</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/gev-26b-decide</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/gliner2-5-decide</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/gliner2-5-decide-1b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/gliner2-5-multi-decide</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/h2o-lightning-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/intern-decision-0-8b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/intern-decision-2b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/intern-decision-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-1-13</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-27b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-27b-vl</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-35b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-9b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-alpha-26b-a4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-gemma4-26b-a4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-style-0-8b-decision-v3</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-style-2b-v3</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jev-typesafe</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jevk5</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/jevk5-lite</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/laya</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/laya-multilingual</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/laya-typed-decisions</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/lev</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/mapika-decider-0-8b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/mapika-decider-12b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/mapika-decider-2b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/mapika-decider-35b-a3b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/mapika-decider-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/microsoft-decision-1</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/minicpm5-2b-jev</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/nirnaya-0-4b-0-2a-decision</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/open-jev-deberta-v3-large</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/plumb-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/pplx-decider-v1-1-27b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/quyet-1-0-large</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/quyet-1-0-medium</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/quyet-1-0-small</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/quyet-1-0-small-en</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/quyet-1-0-tiny</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/solar-decide</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/span-01</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/startlux-decision-35b-a3b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/startlux-decision-v1-27b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/startlux-decision-v1-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/startlux-decision-v1-9b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/strands-decider-12b-gemma4-v1-2610</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/strands-decider-26b-a4b-gemma4-v1-2610</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/strands-decider-2b-hobson-v21</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/strands-decider-2b-qwen3-5-v1-2610</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/strands-decider-e2b-gemma4-v1-2610</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/strands-decider-e4b-gemma4-v1-2610</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/surogate-rune-26b-a4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/tev1-0-8b-experimental</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/tev1-4b-experimental</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/torchcast-decision-12b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/torchcast-decision-27b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/trutina-4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/winnow-12b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/winnow-e2b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/winnow-e4b</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/xor</loc><lastmod>2026-10-14</lastmod></url>
<url><loc>https://ultrabench.ai/decision/models/xor-26b-a4b-v1-2</loc><lastmod>2026-10-21</lastmod></url>
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