{"record_id":"rec_mWneBompr3","created_at":"2026-04-28T08:14:05.442714+00:00","citation_url":"https://qlro.io/decision/rec_mWneBompr3","qlro_version":"0.6.0","snapshot_commit":"89cd842f231f78f7aeea693ce2755354b8b7e2bb","snapshot_doi":"10.5281/zenodo.19731319","input":{"category":"chemistry","circuit":{"depth":5,"n_1q":5,"n_2q":4,"n_measured":4,"n_qubits":4,"name":"Investor demo GHZ-4"},"notes":"Investor demo run — 2026-04-28","priorities":{"f":0.45,"gamma":0.15,"phi":0.3,"t":0.1}},"ranking":[{"device":"H2-2","fit_score":0.8156,"predicted_fidelity":0.9411254806652876,"provider":"quantinuum","rank":1},{"device":"ibm_boston","fit_score":0.6416,"predicted_fidelity":0.905948387427216,"provider":"ibm","rank":2},{"device":"iqm_garnet","fit_score":0.5727,"predicted_fidelity":0.9119256550400952,"provider":"aws","rank":3},{"device":"iqm_emerald","fit_score":0.5596,"predicted_fidelity":0.8805072163461473,"provider":"aws","rank":4},{"device":"ibm_pittsburgh","fit_score":0.5432,"predicted_fidelity":0.8462773809828879,"provider":"ibm","rank":5},{"device":"ibm_kingston","fit_score":0.5316,"predicted_fidelity":0.896767415482214,"provider":"ibm","rank":6},{"device":"ibm_marrakesh","fit_score":0.5102,"predicted_fidelity":0.8776610693754929,"provider":"ibm","rank":7},{"device":"ibm_fez","fit_score":0.4653,"predicted_fidelity":0.8977073727617552,"provider":"ibm","rank":8},{"device":"ibm_torino","fit_score":0.4417,"predicted_fidelity":0.6516987206118361,"provider":"ibm","rank":9},{"device":"rigetti_ankaa-3","fit_score":0.3813,"predicted_fidelity":0.8762917495550738,"provider":"aws","rank":10},{"device":"ibm_brisbane","fit_score":0.364,"predicted_fidelity":0.7603025011849441,"provider":"ibm","rank":11},{"device":"wukong_72","fit_score":0.1617,"predicted_fidelity":0.5383503759641671,"provider":"origin","rank":12},{"device":"wukong_102","fit_score":0.1069,"predicted_fidelity":0.5640359143011027,"provider":"origin","rank":13}],"recommendation":"H2-2","recommendation_reason":"H2-2 ranks #1 of 13 devices for workload category 'chemistry'. Fit score 0.8156 under weights {'gamma': 0.15, 'phi': 0.3, 'f': 0.45, 't': 0.1}. Circuit Survival Estimator predicts fidelity 0.941 for the supplied circuit on this device.","bibtex":"@misc{qlro_decision_rec_mWneBompr3,\n  title        = {Qlro decision record rec_mWneBompr3: vendor-neutral device recommendation},\n  author       = {Oh, Yeonwoo and Qlro (StockFolio Inc.)},\n  year         = {2026},\n  howpublished = {\\url{https://qlro.io/decision/rec_mWneBompr3}},\n  note         = {Workload category: chemistry; recommendation: H2-2; qlro 0.6.0; accuracy snapshot DOI 10.5281/zenodo.19731319},\n}","content_hash":"b64430d64762de08b57eed6aeee9f1faac19c71638d1893192ec7c102be63517","bibtex_key":"qlro_decision_rec_mWneBompr3"}