{"name": "gmicloud", "slug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", "kind": "icon", "mono": true, "dark": null}, "timeline": {"date_min": "2025-12-03", "date_max": "2026-10-15", "changes": [{"date": "2026-07-14", "method": "b3it", "provider": "gmicloud/bf16", "model": "tencent/hy3-preview"}, {"date": "2026-07-20", "method": "b3it", "provider": "gmicloud/bf16", "model": "tencent/hy3"}, {"date": "2026-07-23", "method": "b3it", "provider": "gmicloud/fp8", "model": "z-ai/glm-5.2"}, {"date": "2026-08-12", "method": "b3it", "provider": "gmicloud/fp8", "model": "deepseek/deepseek-v4-pro"}, {"date": "2026-08-27", "method": "b3it", "provider": "gmicloud/bf16", "model": "tencent/hy3"}, {"date": "2026-08-28", "method": "b3it", "provider": "gmicloud/bf16", "model": "tencent/hy3-preview"}, {"date": "2026-08-29", "method": "b3it", "provider": "gmicloud/fp8", "model": "z-ai/glm-5.2"}, {"date": "2026-09-29", "method": "lt", "provider": "gmicloud/fp8", "model": 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"This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "This endpoint is actively monitored through its border inputs.", "ltDetail": null, "biDetail": null, "reason": "This endpoint is actively monitored through its border inputs."}}, {"slug": "deepseek2fdeepseek-v4-flash-vision-exp23gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-v4-flash-vision-exp", "modelSlug": "deepseek2fdeepseek-v4-flash-vision-exp", "methods": ["lt"], "first": "2026-09-11", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": {"drift": [["2026-09-11", 0.0868], ["2026-09-12", 0.0699], ["2026-09-13", 0.077], ["2026-09-14", 0.093], ["2026-09-15", 0.112], ["2026-09-16", 0.0763], ["2026-09-17", 0.1205], ["2026-09-18", 0.0785], ["2026-09-19", 0.0638], ["2026-09-20", 0.0804], ["2026-09-21", 0.0872], ["2026-09-22", 0.0703], ["2026-09-23", 0.2687], ["2026-09-24", 0.3047], ["2026-09-25", 0.1673], ["2026-09-26", 0.1157], ["2026-09-27", 0.0926], ["2026-09-28", 0.4266], ["2026-09-29", 0.797], ["2026-09-30", 1.0971], ["2026-10-01", 1.1382], ["2026-10-04", 0.419], ["2026-10-08", 1.113], ["2026-10-09", 0.9746], ["2026-10-10", 1.1236], ["2026-10-11", 1.1591], ["2026-10-12", 1.1025], ["2026-10-13", 1.1181], ["2026-10-14", 1.1137]], "breaks": [21, 22], "changes": []}, "b3it": null, "status": {"lt": "tracked", "bi": "not_selected", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint is actively tracked.", "biCopy": "This endpoint vetted fine, but the selection budget went to more popular models.", "ltDetail": null, "biDetail": null, "reason": "This endpoint is actively tracked."}}, {"slug": "deepseek2fdeepseek-v4-flash23gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-v4-flash", "modelSlug": "deepseek2fdeepseek-v4-flash", "methods": ["b3it"], "first": "2026-07-06", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-07-06", 0.6645000000000002], ["2026-07-07", 0.6665000000000002], ["2026-07-08", 0.6635000000000002], ["2026-07-09", 0.7135000000000002], ["2026-07-11", 0.6195000000000003], ["2026-07-12", 0.6285000000000002], ["2026-07-13", 0.6880000000000002], ["2026-07-14", 0.9520000000000003], ["2026-07-16", 0.6970000000000002], ["2026-07-17", 0.7075000000000002], ["2026-07-18", 0.7040000000000002], ["2026-07-19", 0.7590000000000002], ["2026-07-20", 0.7340000000000002], ["2026-07-21", 0.7545000000000002], ["2026-07-22", 0.7215000000000003], ["2026-07-24", 0.8455000000000003], ["2026-07-25", 0.8590000000000002], ["2026-07-26", 0.7680000000000002], ["2026-07-27", 0.7620000000000002], ["2026-07-28", 0.7740000000000002], ["2026-07-29", 0.7450000000000002], ["2026-08-02", 0.7235000000000001], ["2026-08-03", 0.7325000000000002], ["2026-08-04", 0.7615000000000002], ["2026-08-05", 0.7535000000000002], ["2026-08-07", 0.7730000000000002], ["2026-08-07", 0.7720000000000002], ["2026-08-08", 0.7665000000000002], ["2026-08-09", 0.7395000000000003], ["2026-08-10", 0.7310000000000002], ["2026-08-11", 0.7265000000000001], ["2026-08-12", 0.7450000000000002], ["2026-08-13", 0.7340000000000002], ["2026-08-14", 0.7880000000000003], ["2026-08-16", 0.7875000000000002], ["2026-08-17", 0.7670000000000002], ["2026-08-18", 0.7370000000000002], ["2026-08-19", 0.7545000000000002], ["2026-08-20", 0.7680000000000002], ["2026-08-21", 0.7530000000000002], ["2026-08-22", 0.7555000000000002], ["2026-08-23", 0.7550000000000002], ["2026-08-24", 0.7730000000000001], ["2026-08-25", 0.7405000000000002], ["2026-08-27", 0.7505000000000002], ["2026-08-28", 0.7665000000000002], ["2026-08-29", 0.7625000000000002], ["2026-08-29", 0.7485000000000002], ["2026-08-30", 0.7230000000000002], ["2026-09-01", 0.7580000000000002], ["2026-09-01", 0.7280000000000002], ["2026-09-02", 0.7700000000000001], ["2026-09-03", 0.7628888888888891], ["2026-09-04", 0.7330000000000002], ["2026-09-05", 0.7280000000000002], ["2026-09-06", 0.7525000000000002], ["2026-09-08", 0.7235000000000001], ["2026-09-09", 0.7460000000000002], ["2026-09-10", 0.7305000000000001], ["2026-09-11", 0.7395000000000002], ["2026-09-12", 0.7640000000000002], ["2026-09-13", 0.7510000000000002], ["2026-09-14", 0.7170000000000002], ["2026-09-15", 0.7610000000000002], ["2026-09-16", 0.7470000000000002], ["2026-09-17", 0.7560000000000001], ["2026-09-18", 0.7565000000000002], ["2026-09-19", 0.7495000000000002], ["2026-09-21", 0.7545000000000002], ["2026-09-22", 0.7475000000000002], ["2026-09-23", 0.9015000000000002], ["2026-09-24", 0.9015000000000002], ["2026-09-25", 0.8915000000000002], ["2026-09-26", 0.9015000000000002], ["2026-09-27", 0.9015000000000002], ["2026-09-29", 0.9005000000000002], ["2026-09-30", 0.9015000000000002], ["2026-10-01", 0.9015000000000002], ["2026-10-03", 0.9015000000000002], ["2026-10-03", 0.9015000000000002], ["2026-10-04", 0.9015000000000002], ["2026-10-06", 0.8965000000000002], ["2026-10-07", 0.9015000000000002], ["2026-10-08", 0.8965000000000002], ["2026-10-09", 0.9015000000000002], ["2026-10-10", 0.8980000000000002], ["2026-10-10", 0.8965000000000002], ["2026-10-12", 0.9015000000000002], ["2026-10-13", 0.9015000000000002], ["2026-10-14", 0.9015000000000002], ["2026-10-14", 0.8965000000000002]], "breaks": [8, 21, 25, 44, 49, 75, 81, 87], "changes": []}, "status": {"lt": "no_logprobs", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "This endpoint is actively monitored through its border inputs.", "ltDetail": null, "biDetail": null, "reason": "This endpoint is actively monitored through its border inputs."}}, {"slug": "deepseek2fdeepseek-v4.1-flash23gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-v4.1-flash", "modelSlug": "deepseek2fdeepseek-v4.1-flash", "methods": ["lt", "b3it"], "first": "2026-09-11", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": {"drift": [["2026-09-11", 0.093], ["2026-09-12", 0.0934], ["2026-09-13", 0.1009], ["2026-09-14", 0.0791], ["2026-09-15", 0.1158], ["2026-09-16", 0.084], ["2026-09-17", 0.1413], ["2026-09-18", 0.0892], ["2026-09-19", 0.098], ["2026-09-20", 0.0606], ["2026-09-21", 0.1485], ["2026-09-22", 0.0953], ["2026-09-23", 0.3762], ["2026-09-24", 0.2889], ["2026-09-25", 0.1337], ["2026-09-26", 0.1814], ["2026-09-27", 0.1939], ["2026-09-28", 0.1175], ["2026-09-29", 0.4243], ["2026-09-30", 0.2955], ["2026-10-01", 0.4223], ["2026-10-02", 0.2879], ["2026-10-03", 0.4577], ["2026-10-04", 0.3082], ["2026-10-05", 0.4223], ["2026-10-06", 0.6512], ["2026-10-07", 0.3025], ["2026-10-08", 0.2889], ["2026-10-09", 0.4007], ["2026-10-10", 0.3083], ["2026-10-11", 0.3146], ["2026-10-12", 0.335], ["2026-10-13", 0.1935], ["2026-10-14", 0.3221]], "breaks": [], "changes": []}, "b3it": {"tv": [["2026-09-24", 0.81], ["2026-09-25", 0.803], ["2026-09-26", 0.8240000000000001], ["2026-09-27", 0.8245], ["2026-09-29", 0.14300000000000002], ["2026-09-30", 0.34550000000000003], ["2026-10-01", 0.503], ["2026-10-02", 0.5715], ["2026-10-03", 0.47600000000000003], ["2026-10-03", 0.41150000000000003], ["2026-10-04", 0.6595], ["2026-10-06", 0.36000000000000004], ["2026-10-07", 0.549], ["2026-10-08", 0.4465], ["2026-10-09", 0.5065000000000001], ["2026-10-10", 0.645], ["2026-10-10", 0.47750000000000004], ["2026-10-12", 0.3745], ["2026-10-13", 0.3775], ["2026-10-14", 0.40650000000000003], ["2026-10-14", 0.206]], "breaks": [4, 11, 17], "changes": []}, "status": {"lt": "tracked", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint is actively tracked.", "biCopy": "This endpoint is actively monitored through its border inputs.", "ltDetail": null, "biDetail": null, "reason": "This endpoint is actively tracked."}}, {"slug": "z-ai2fglm-523gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "z-ai/glm-5", "modelSlug": "z-ai2fglm-5", "methods": ["b3it"], "first": "2026-09-17", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-09-17", 0.42283333333333334], ["2026-09-18", 0.3], ["2026-09-19", 0.2905], ["2026-09-20", 0.267], ["2026-09-21", 0.266], ["2026-09-22", 0.231], ["2026-09-23", 0.2245], ["2026-09-24", 0.2925], ["2026-09-25", 0.283], ["2026-09-26", 0.336], ["2026-09-27", 0.304], ["2026-09-29", 0.267], ["2026-09-30", 0.2675], ["2026-10-01", 0.316], ["2026-10-02", 0.2635], ["2026-10-03", 0.2695], ["2026-10-03", 0.4465], ["2026-10-04", 0.4595], ["2026-10-06", 0.43500000000000005], ["2026-10-07", 0.4495], ["2026-10-08", 0.4355], ["2026-10-09", 0.45], ["2026-10-10", 0.47900000000000004], ["2026-10-10", 0.468], ["2026-10-12", 0.457], ["2026-10-13", 0.47750000000000004], ["2026-10-14", 0.445], ["2026-10-14", 0.443]], "breaks": [11, 18, 24], "changes": []}, "status": {"lt": "no_logprobs", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "This endpoint is actively monitored through its border inputs.", "ltDetail": null, "biDetail": null, "reason": "This endpoint is actively monitored through its border inputs."}}, {"slug": "tencent2fhy323gmicloud2fbf16", "provider": "gmicloud/bf16", "base": "gmicloud", "providerSlug": "gmicloud", "model": "tencent/hy3", "modelSlug": "tencent2fhy3", "methods": ["b3it"], "first": "2026-07-17", "last": "2026-10-12", "last_query": "2026-10-12", "n_changes": 2, "lt": null, "b3it": {"tv": [["2026-07-17", 0.10266666666666667], ["2026-07-18", 0.14133333333333334], ["2026-07-19", 0.34933333333333333], ["2026-07-20", 1.0], ["2026-07-21", 1.0], ["2026-07-22", 1.0], ["2026-07-23", 1.0], ["2026-07-24", 1.0], ["2026-07-25", 1.0], ["2026-07-26", 1.0], ["2026-07-27", 1.0], ["2026-07-28", 1.0], ["2026-07-29", 1.0], ["2026-08-02", 1.0], ["2026-08-03", 0.17305398727298676], ["2026-08-04", 0.16415432448691014], ["2026-08-05", 0.1356399677914047], ["2026-08-07", 0.41523194536163005], ["2026-08-07", 0.14358883337818595], ["2026-08-08", 0.13974830375885042], ["2026-08-09", 0.17634560749314934], ["2026-08-10", 0.12818757510855505], ["2026-08-11", 0.15418351923259974], ["2026-08-12", 0.15648517277847854], ["2026-08-13", 0.1299707936287029], ["2026-08-14", 0.17772174127999743], ["2026-08-15", 0.10167514467065372], ["2026-08-16", 0.17974230723833953], ["2026-08-17", 0.11013903958836038], ["2026-08-18", 0.13377480425776586], ["2026-08-19", 0.15662181547136686], ["2026-08-20", 0.1425776240834715], ["2026-08-21", 0.16021569246872033], ["2026-08-22", 0.15923813812631055], ["2026-08-23", 0.12535769419616116], ["2026-08-24", 0.11820935575063646], ["2026-08-25", 0.1534201390601621], ["2026-08-27", 0.45772174127999743], ["2026-08-28", 0.4594801593663165], ["2026-08-29", 0.43448015936631645], ["2026-08-29", 0.11849531088146797], ["2026-08-30", 0.0955], ["2026-09-01", 0.3295], ["2026-09-01", 0.1195], ["2026-09-02", 0.1615], ["2026-09-03", 0.15372222222222223], ["2026-09-04", 0.1255], ["2026-09-05", 0.13949999999999999], ["2026-09-06", 0.1205], ["2026-09-07", 0.1285], ["2026-09-08", 0.13949999999999999], ["2026-09-09", 0.0975], ["2026-09-10", 0.1055], ["2026-09-11", 0.1385], ["2026-09-12", 0.13849999999999998], ["2026-09-13", 0.10750000000000001], ["2026-09-14", 0.10250000000000001], ["2026-09-15", 0.1515], ["2026-09-16", 0.2325], ["2026-09-17", 0.3345], ["2026-09-18", 0.3095], ["2026-09-19", 0.23650000000000002], ["2026-09-20", 0.3095], ["2026-09-21", 0.3295], ["2026-09-22", 0.3345], ["2026-09-23", 0.3295], ["2026-09-24", 0.3345], ["2026-09-25", 0.3245], ["2026-09-26", 0.3445], ["2026-09-27", 0.3345], ["2026-09-29", 0.3295], ["2026-09-30", 0.34450000000000003], ["2026-10-01", 0.3245], ["2026-10-02", 0.3215], ["2026-10-03", 0.3345], ["2026-10-03", 0.34450000000000003], ["2026-10-04", 0.3245], ["2026-10-06", 0.2945], ["2026-10-07", 0.3395], ["2026-10-08", 0.3395], ["2026-10-09", 0.3095], ["2026-10-10", 0.3145], ["2026-10-10", 0.3045], ["2026-10-12", 0.3395]], "breaks": [13, 17, 37, 42, 70, 77, 83], "changes": [{"date": "2026-07-20", "shiftTV": 0.802}, {"date": "2026-08-27", "shiftTV": 0.209}]}, "status": {"lt": "no_logprobs", "bi": "retired:delisted", "headline": "retired", "headlines": ["retired"], "ltCopy": "This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "Monitoring was retired: the endpoint dropped out of our B3IT selection (flagships, the most popular models, the cheapest endpoints per provider, within budget) for 30 days.", "ltDetail": null, "biDetail": "since 2026-10-12", "reason": "Monitoring was retired: the endpoint dropped out of our B3IT selection (flagships, the most popular models, the cheapest endpoints per provider, within budget) for 30 days (since 2026-10-12)."}}, {"slug": "deepseek2fdeepseek-v3.223gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-v3.2", "modelSlug": "deepseek2fdeepseek-v3.2", "methods": ["b3it"], "first": "2026-08-20", "last": "2026-10-10", "last_query": "2026-10-10", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-20", 0.1795], ["2026-08-21", 0.4015], ["2026-08-22", 0.5405], ["2026-08-23", 0.5425], ["2026-08-24", 0.5365], ["2026-08-25", 0.543], ["2026-08-27", 0.4205], ["2026-08-28", 0.3248888888888889], ["2026-08-29", 0.43344444444444447], ["2026-08-29", 0.3785], ["2026-08-30", 0.2982222222222222], ["2026-09-01", 0.354], ["2026-09-01", 0.28750000000000003], ["2026-09-02", 0.28099999999999997], ["2026-09-03", 0.557], ["2026-09-04", 0.5670000000000001], ["2026-09-05", 0.5675], ["2026-09-06", 0.6205], ["2026-09-07", 0.5205], ["2026-09-08", 0.5385], ["2026-09-09", 0.572], ["2026-09-10", 0.5625], ["2026-09-11", 0.589], ["2026-09-12", 0.551], ["2026-09-13", 0.573], ["2026-09-14", 0.55], ["2026-09-15", 0.5455], ["2026-09-16", 0.476], ["2026-10-03", 0.23915873770611507], ["2026-10-03", 0.25546323236861157], ["2026-10-04", 0.13962601279429562], ["2026-10-06", 0.19851079542109695], ["2026-10-07", 0.1452240723511616], ["2026-10-08", 0.18735222465104062], ["2026-10-09", 0.14431648294861024], ["2026-10-10", 0.21218088339529567]], "breaks": [6, 11, 28, 31], "changes": []}, "status": {"lt": "no_logprobs", "bi": "retired:too_expensive", "headline": "too_expensive", "headlines": ["retired", "too_expensive"], "ltCopy": "This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "Monitoring was retired: a single query costs more than our per-query guard allows.", "ltDetail": null, "biDetail": "since 2026-10-10", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-10-10)."}}, {"slug": "z-ai2fglm-5.3-flash23gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "z-ai/glm-5.3-flash", "modelSlug": "z-ai2fglm-5.3-flash", "methods": ["b3it"], "first": "2026-08-29", "last": "2026-10-04", "last_query": "2026-10-04", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-29", 0.2777227375798804], ["2026-08-29", 0.3000307153164296], ["2026-08-30", 0.30612677798392085], ["2026-09-01", 0.2726267779839208], ["2026-09-01", 0.22387425273139558], ["2026-09-02", 0.21951978973407543], ["2026-09-03", 0.22264605236033808], ["2026-09-04", 0.2863742527313956], ["2026-09-05", 0.22442929292929292], ["2026-09-06", 0.25851978973407547], ["2026-09-07", 0.23522273757988044], ["2026-09-08", 0.32243898165326734], ["2026-09-09", 0.2979490826633684], ["2026-09-10", 0.3252218099360957], ["2026-09-11", 0.3327323232323232], ["2026-09-12", 0.33920758606472895], ["2026-09-13", 0.31643898165326734], ["2026-09-14", 0.2945273654916512], ["2026-09-15", 0.34293393114821685], ["2026-09-16", 0.44401978973407547], ["2026-09-17", 0.3159389816532674], ["2026-09-18", 0.3267074829931973], ["2026-09-19", 0.26767171717171717], ["2026-09-20", 0.31062172747887035], ["2026-09-21", 0.32262172747887036], ["2026-09-22", 0.2748782725211297], ["2026-09-23", 0.25822273757988046], ["2026-09-24", 0.1980005153576582], ["2026-09-25", 0.21551473922902495], ["2026-09-26", 0.25127819006390434], ["2026-09-27", 0.29988435374149663], ["2026-09-29", 0.2134803133374562], ["2026-09-30", 0.359136260564832], ["2026-10-01", 0.45763626056483203], ["2026-10-02", 0.43605545248402394], ["2026-10-03", 0.4795554524840239], ["2026-10-03", 0.4630554524840239], ["2026-10-04", 0.45913626056483203]], "breaks": [3, 31], "changes": []}, "status": {"lt": "no_logprobs", "bi": "retired:too_expensive", "headline": "too_expensive", "headlines": ["retired", "too_expensive"], "ltCopy": "This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "Monitoring was retired: a single query costs more than our per-query guard allows.", "ltDetail": null, "biDetail": "since 2026-10-06", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-10-06)."}}, {"slug": "tencent2fhy3-preview23gmicloud2fbf16", "provider": "gmicloud/bf16", "base": "gmicloud", "providerSlug": "gmicloud", "model": "tencent/hy3-preview", "modelSlug": "tencent2fhy3-preview", "methods": ["b3it"], "first": "2026-07-10", "last": "2026-09-17", "last_query": "2026-09-17", "n_changes": 2, "lt": null, "b3it": {"tv": [["2026-07-10", 0.278], ["2026-07-11", 0.135], ["2026-07-12", 0.174], ["2026-07-13", 0.23], ["2026-07-14", 0.5033333333333333], ["2026-07-16", 0.4835], ["2026-07-17", 0.47350000000000003], ["2026-07-18", 0.41850000000000004], ["2026-07-19", 0.4835], ["2026-07-20", 0.4435], ["2026-07-21", 0.5035000000000001], ["2026-07-22", 0.5035000000000001], ["2026-07-23", 0.5035000000000001], ["2026-07-24", 0.4985], ["2026-07-25", 0.4985], ["2026-07-26", 0.5035000000000001], ["2026-07-27", 0.5035000000000001], ["2026-07-28", 0.4585], ["2026-07-29", 0.4935], ["2026-08-02", 0.47600000000000003], ["2026-08-03", 0.1635], ["2026-08-04", 0.15], ["2026-08-05", 0.1855], ["2026-08-07", 0.191], ["2026-08-07", 0.1565], ["2026-08-08", 0.2645], ["2026-08-09", 0.1805], ["2026-08-10", 0.214], ["2026-08-11", 0.151], ["2026-08-12", 0.216], ["2026-08-13", 0.1355], ["2026-08-14", 0.1285], ["2026-08-15", 0.2635], ["2026-08-16", 0.186], ["2026-08-17", 0.1525], ["2026-08-18", 0.17950000000000002], ["2026-08-19", 0.18500000000000003], ["2026-08-20", 0.19799999999999998], ["2026-08-21", 0.1565], ["2026-08-22", 0.2535], ["2026-08-23", 0.221], ["2026-08-24", 0.168], ["2026-08-25", 0.18200000000000002], ["2026-08-27", 0.198], ["2026-08-28", 0.445], ["2026-08-29", 0.4504444444444445], ["2026-08-29", 0.438226911976912], ["2026-08-30", 0.13071078128220986], ["2026-09-01", 0.9456437847866419], ["2026-09-01", 0.9787712842712842], ["2026-09-02", 0.9807914862914863], ["2026-09-03", 0.9797914862914863], ["2026-09-04", 0.9807914862914863], ["2026-09-05", 0.9787712842712842], ["2026-09-06", 0.9787712842712842], ["2026-09-07", 0.9807914862914863], ["2026-09-08", 0.9807914862914863], ["2026-09-09", 0.9807914862914863], ["2026-09-10", 0.9807914862914863], ["2026-09-11", 0.9787712842712843], ["2026-09-12", 0.9807914862914863], ["2026-09-13", 0.9787712842712843], ["2026-09-14", 0.9807914862914863], ["2026-09-15", 0.9807914862914863], ["2026-09-16", 0.9807914862914863], ["2026-09-17", 0.9807914862914863]], "breaks": [5, 19, 23, 43, 48], "changes": [{"date": "2026-07-14", "shiftTV": 0.28}, {"date": "2026-08-28", "shiftTV": 0.258}]}, "status": {"lt": "no_logprobs", "bi": "retired:delisted", "headline": "retired", "headlines": ["retired"], "ltCopy": "This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "Monitoring was retired: the endpoint dropped out of our B3IT selection (flagships, the most popular models, the cheapest endpoints per provider, within budget) for 30 days.", "ltDetail": null, "biDetail": "since 2026-09-18", "reason": "Monitoring was retired: the endpoint dropped out of our B3IT selection (flagships, the most popular models, the cheapest endpoints per provider, within budget) for 30 days (since 2026-09-18)."}}, {"slug": "deepseek2fdeepseek-v4-flash-073123gmicloud2ffp4", "provider": "gmicloud/fp4", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "methods": ["b3it"], "first": "2026-09-02", "last": "2026-09-02", "last_query": "2026-09-09", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-09-02", 0.22649999999999998]], "breaks": [], "changes": []}, "status": {"lt": "pending", "bi": "retired:stalled", "headline": "retired", "headlines": ["retired"], "ltCopy": "This endpoint has not been evaluated for tracking yet.", "biCopy": "Monitoring was retired: the endpoint stopped yielding usable samples.", "ltDetail": null, "biDetail": "since 2026-09-09", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-09)."}}, {"slug": "deepseek2fdeepseek-v4-pro23gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-v4-pro", "modelSlug": "deepseek2fdeepseek-v4-pro", "methods": ["b3it"], "first": "2026-07-10", "last": "2026-08-30", "last_query": "2026-08-30", "n_changes": 1, "lt": null, "b3it": {"tv": [["2026-07-10", 0.24000000000000002], ["2026-07-11", 0.23800000000000002], ["2026-07-12", 0.2325], ["2026-07-13", 0.1315], ["2026-07-14", 0.46222222222222226], ["2026-07-16", 0.28600000000000003], ["2026-07-17", 0.294], ["2026-07-18", 0.296], ["2026-07-19", 0.226], ["2026-07-20", 0.231], ["2026-07-21", 0.292], ["2026-07-22", 0.20850000000000002], ["2026-07-23", 0.24550000000000002], ["2026-07-24", 0.2285], ["2026-07-25", 0.2585], ["2026-07-26", 0.251], ["2026-07-27", 0.213], ["2026-07-28", 0.2285], ["2026-07-29", 0.215], ["2026-08-02", 0.2605], ["2026-08-03", 0.24750000000000003], ["2026-08-04", 0.281], ["2026-08-05", 0.2925], ["2026-08-07", 0.23650000000000002], ["2026-08-07", 0.21350000000000002], ["2026-08-08", 0.1885], ["2026-08-09", 0.20049999999999998], ["2026-08-10", 0.2185], ["2026-08-11", 0.25], ["2026-08-12", 0.48350000000000004], ["2026-08-13", 0.47850000000000004], ["2026-08-14", 0.47050000000000003], ["2026-08-15", 0.47400000000000003], ["2026-08-16", 0.20537373737373738], ["2026-08-17", 0.200989898989899], ["2026-08-18", 0.18396464646464647], ["2026-08-19", 0.19282828282828282], ["2026-08-20", 0.1962348484848485], ["2026-08-21", 0.23091414141414143], ["2026-08-22", 0.19156060606060607], ["2026-08-23", 0.19141414141414143], ["2026-08-24", 0.227479797979798], ["2026-08-25", 0.26702525252525255], ["2026-08-27", 0.23502525252525255], ["2026-08-28", 0.22771717171717176], ["2026-08-29", 0.22741414141414143], ["2026-08-29", 0.22940404040404042], ["2026-08-30", 0.2570656565656566]], "breaks": [5, 19, 23, 43], "changes": [{"date": "2026-08-12", "shiftTV": 0.229}]}, "status": {"lt": "no_logprobs", "bi": "retired:too_expensive", "headline": "too_expensive", "headlines": ["retired", "too_expensive"], "ltCopy": "This endpoint does not return logprobs, so logprob tracking is impossible.", "biCopy": "Monitoring was retired: a single query costs more than our per-query guard allows.", "ltDetail": null, "biDetail": "since 2026-09-01", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-09-01)."}}, {"slug": "deepseek2fdeepseek-v4-flash-073123gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "methods": ["b3it"], "first": "2026-08-14", "last": "2026-08-30", "last_query": "2026-08-30", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-14", 0.1075], ["2026-08-15", 0.08900000000000001], ["2026-08-16", 0.105], ["2026-08-17", 0.11199999999999999], ["2026-08-18", 0.09566666666666668], ["2026-08-19", 0.1115], ["2026-08-20", 0.132], ["2026-08-21", 0.113], ["2026-08-22", 0.117], ["2026-08-23", 0.109], ["2026-08-25", 0.13], ["2026-08-27", 0.124], ["2026-08-28", 0.133], ["2026-08-29", 0.132], ["2026-08-29", 0.127], ["2026-08-30", 0.132]], "breaks": [10, 11], "changes": []}, "status": {"lt": "probe_failed", "bi": "retired:too_expensive", "headline": "too_expensive", "headlines": ["retired", "too_expensive", "errors_out"], "ltCopy": "This endpoint claims logprob support, but our probe could not obtain usable logprobs.", "biCopy": "Monitoring was retired: a single query costs more than our per-query guard allows.", "ltDetail": "HTTP 400: parameter check failed, top_logprobs range is [0, 5]", "biDetail": "since 2026-09-01", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-09-01). This endpoint claims logprob support, but our probe could not obtain usable logprobs (HTTP 400: parameter check failed, top_logprobs range is [0, 5])."}}, {"slug": "z-ai2fglm-5.123gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "z-ai/glm-5.1", "modelSlug": "z-ai2fglm-5.1", "methods": ["lt"], "first": "2026-06-22", "last": "2026-08-18", "last_query": "2026-08-18", "n_changes": 0, "lt": {"drift": [["2026-06-22", 0.3142], ["2026-06-23", 0.2239], ["2026-06-24", 0.3284], ["2026-06-25", 0.302], ["2026-06-26", 0.2453], ["2026-06-27", 0.293], ["2026-06-28", 0.265], ["2026-06-29", 0.2252], ["2026-06-30", 0.2736], ["2026-07-01", 0.2104], ["2026-07-02", 0.356], ["2026-07-03", 0.5237], ["2026-07-04", 0.2738], ["2026-07-05", 0.3812], ["2026-07-06", 0.5819], ["2026-07-07", 0.4474], ["2026-07-08", 0.396], ["2026-07-09", 0.3498], ["2026-07-10", 0.2876], ["2026-07-11", 0.3223], ["2026-07-12", 0.3635], ["2026-07-13", 0.5516], ["2026-07-14", 0.4247], ["2026-07-15", 0.5013], ["2026-07-16", 0.5882], ["2026-07-17", 0.5218], ["2026-07-18", 0.4052], ["2026-07-19", 0.6043], ["2026-07-20", 0.64], ["2026-07-21", 0.4681], ["2026-07-22", 0.4705], ["2026-07-23", 0.4696], ["2026-07-24", 0.4921], ["2026-07-25", 0.4092], ["2026-07-26", 0.3973], ["2026-07-27", 0.5424], ["2026-07-28", 0.526], ["2026-07-29", 0.4983], ["2026-07-30", 0.6138], ["2026-07-31", 0.5451], ["2026-08-01", 0.6807], ["2026-08-02", 0.6091], ["2026-08-03", 0.6793], ["2026-08-04", 0.4695], ["2026-08-05", 0.5713], ["2026-08-06", 0.564], ["2026-08-07", 0.5706], ["2026-08-08", 0.5577], ["2026-08-09", 0.4712], ["2026-08-10", 0.5629], ["2026-08-11", 0.3615], ["2026-08-12", 0.4004], ["2026-08-13", 0.6046], ["2026-08-14", 0.4899], ["2026-08-15", 0.4903], ["2026-08-16", 0.4954], ["2026-08-17", 0.54], ["2026-08-18", 0.5806]], "breaks": [], "changes": []}, "b3it": null, "status": {"lt": "stalled", "bi": "retired:too_expensive", "headline": "retired", "headlines": ["retired", "too_expensive"], "ltCopy": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped.", "biCopy": "Monitoring was retired: a single query costs more than our per-query guard allows.", "ltDetail": null, "biDetail": "since 2026-09-01", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped. Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-09-01)."}}, {"slug": "deepseek2fdeepseek-chat-v3.123gmicloud2ffp8", "provider": "gmicloud/fp8", "base": "gmicloud", "providerSlug": "gmicloud", "model": "deepseek/deepseek-chat-v3.1", "modelSlug": "deepseek2fdeepseek-chat-v3.1", "methods": ["lt"], "first": "2025-12-03", "last": "2025-12-30", "last_query": "2025-12-30", "n_changes": 0, "lt": {"drift": [["2025-12-03", 0.0839], ["2025-12-04", 0.0502], ["2025-12-05", 0.0711], ["2025-12-06", 0.0988], ["2025-12-07", 0.1056], ["2025-12-08", 0.1371], ["2025-12-09", 0.0558], ["2025-12-10", 0.0736], ["2025-12-11", 0.117], ["2025-12-12", 0.0745], ["2025-12-13", 0.1826], ["2025-12-14", 0.1282], ["2025-12-15", 0.0661], ["2025-12-16", 0.1272], ["2025-12-17", 0.128], ["2025-12-18", 0.0568], ["2025-12-19", 0.0481], ["2025-12-20", 0.055], ["2025-12-21", 0.0649], ["2025-12-22", 0.0494], ["2025-12-23", 0.0563], ["2025-12-24", 0.0558], ["2025-12-25", 0.0586], ["2025-12-26", 0.0859], ["2025-12-27", 0.0584], ["2025-12-28", 0.0829], ["2025-12-29", 0.1632], ["2025-12-30", 0.1037]], "breaks": [], "changes": []}, "b3it": null, "status": {"lt": "stalled", "bi": "pending", "headline": "retired", "headlines": ["retired"], "ltCopy": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped.", "biCopy": "This endpoint has not been evaluated for tracking yet.", "ltDetail": null, "biDetail": null, "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped."}}]}, "n_endpoints": 18, "n_active": 9, "n_models": 17, "n_variants": 3, "first": "2025-12-03", "last": "2026-10-15", "lt": {"endpoints": 8, "years": 1.25, "changes": 1, "rate": 0.8, "ci": [0.0, 2.38]}, "b3it": {"endpoints": 13, "years": 1.69, "changes": 8, "rate": 4.72, "ci": [1.45, 7.99]}, "variants": [{"name": "fp8", "n_endpoints": 15, "lt": {"endpoints": 8, "years": 1.25, "changes": 1, "rate": 0.8, "ci": [0.0, 2.38]}, "b3it": {"endpoints": 10, "years": 1.26, "changes": 4, "rate": 3.16, "ci": [0.06, 6.26]}}, {"name": "bf16", "n_endpoints": 2, "lt": {"endpoints": 0, "years": 0.0, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 2, "years": 0.43, "changes": 4, "rate": null, "ci": null}}, {"name": "fp4", "n_endpoints": 1, "lt": {"endpoints": 0, "years": 0.0, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 1, "years": 0.0, "changes": 0, "rate": null, "ci": null}}], "changes": [{"date": "2026-10-01", "iso": "2026-10-01T00:15:43Z", "daysAgo": 14, "method": "b3it", "magnitude": 0.336, "desc": "Probe-prompt outputs shifted (total variation 0.34)", "primary": "TV 0.34", "secondary": "border-input shift", "sevKey": "changed", "trace": [0.115, 0.153, 0.15, 0.133, 0.183, 0.139, 0.121, 0.13, 0.136, 0.144, 0.147, 0.152, 0.174, 0.125, 0.26, 0.159, 0.233, 0.28, 0.156, 0.138, 0.128, 0.165, 0.185, 0.146, 0.119, 0.134, 0.118, 0.132, 0.159, 0.126, 0.156, 0.314, 0.491, 0.308, 0.11, 0.116, 0.178, 0.156, 0.146, 0.168], "changeFrac": 0.795, "slug": "xiaomi2fmimo-v2.523gmicloud2ffp8", "endpointSlug": "xiaomi2fmimo-v2.523gmicloud2ffp8", "model": "mimo-v2.5", "org": "xiaomi", "modelSlug": "xiaomi2fmimo-v2.5", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "fp8"}, {"date": "2026-09-29", "iso": "2026-09-29T20:47:26Z", "daysAgo": 15, "method": "lt", "magnitude": 0.7010571428571428, "desc": "Logprob averages moved 0.70 nats from baseline", "primary": "shift 0.70", "secondary": "\u00b17-day level shift", "sevKey": "changed", "trace": [0.081, 0.059, 0.054, 0.089, 0.044, 0.05, 0.222, 0.078, 0.043, 0.094, 0.089, 0.095, 0.132, 0.078, 0.177, 0.133, 0.048, 0.074, 0.123, 0.079, 0.138, 0.099, 0.071, 0.092, 0.179, 0.046, 0.099, 0.083, 0.063, 0.09, 0.076, 0.111, 0.14, 0.201, 0.877, 0.477, 0.875, 1.423, 0.641, 1.047], "changeFrac": 0.846, "slug": "qwen2fqwen3-235b-a22b-250723gmicloud2ffp8", "endpointSlug": "qwen2fqwen3-235b-a22b-250723gmicloud2ffp8", "model": "qwen3-235b-a22b-2507", "org": "qwen", "modelSlug": "qwen2fqwen3-235b-a22b-2507", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "fp8"}, {"date": "2026-08-29", "iso": "2026-08-29T22:55:45Z", "daysAgo": 46, "method": "b3it", "magnitude": 0.228, "desc": "Probe-prompt outputs shifted (total variation 0.23)", "primary": "TV 0.23", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.26, 0.334, 0.536, 0.496, 0.533, 0.533, 0.538, 0.558, 0.534, 0.529, 0.491, 0.333, 0.2, 0.664, 0.722, 0.436, 0.463, 0.43, 0.441, 0.426, 0.442, 0.433, 0.128, 0.112, 0.159, 0.129, 0.166, 0.328, 0.143, 0.124, 0.172, 0.151, 0.213, 0.419, 0.44, 0.434, 0.183, 0.332, 0.386, 0.349], "changeFrac": 0.872, "slug": "z-ai2fglm-5.223gmicloud2ffp8", "endpointSlug": "z-ai2fglm-5.223gmicloud2ffp8", "model": "glm-5.2", "org": "z-ai", "modelSlug": "z-ai2fglm-5.2", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "fp8"}, {"date": "2026-08-28", "iso": "2026-08-28T05:01:37Z", "daysAgo": 48, "method": "b3it", "magnitude": 0.258, "desc": "Probe-prompt outputs shifted (total variation 0.26)", "primary": "TV 0.26", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.278, 0.154, 0.23, 0.493, 0.446, 0.483, 0.474, 0.504, 0.501, 0.501, 0.504, 0.476, 0.476, 0.157, 0.188, 0.157, 0.223, 0.214, 0.183, 0.132, 0.264, 0.169, 0.18, 0.192, 0.205, 0.221, 0.175, 0.198, 0.448, 0.284, 0.946, 0.98, 0.98, 0.98, 0.98, 0.981, 0.981, 0.979, 0.98, 0.981], "changeFrac": 0.692, "slug": "tencent2fhy3-preview23gmicloud2fbf16", "endpointSlug": "tencent2fhy3-preview23gmicloud2fbf16", "model": "hy3-preview", "org": "tencent", "modelSlug": "tencent2fhy3-preview", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "bf16"}, {"date": "2026-08-27", "iso": "2026-08-27T00:20:48Z", "daysAgo": 49, "method": "b3it", "magnitude": 0.209, "desc": "Probe-prompt outputs shifted (total variation 0.21)", "primary": "TV 0.21", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.103, 0.141, 0.675, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.173, 0.15, 0.415, 0.144, 0.158, 0.128, 0.155, 0.13, 0.14, 0.18, 0.11, 0.145, 0.143, 0.16, 0.125, 0.136, 0.458, 0.459, 0.276, 0.096, 0.225, 0.162, 0.14, 0.139, 0.12, 0.134, 0.098, 0.122, 0.138, 0.105], "changeFrac": 0.641, "slug": "tencent2fhy323gmicloud2fbf16", "endpointSlug": "tencent2fhy323gmicloud2fbf16", "model": "hy3", "org": "tencent", "modelSlug": "tencent2fhy3", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", 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{"date": "2026-07-23", "iso": "2026-07-23T21:56:16Z", "daysAgo": 83, "method": "b3it", "magnitude": 0.211, "desc": "Probe-prompt outputs shifted (total variation 0.21)", "primary": "TV 0.21", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.26, 0.334, 0.536, 0.496, 0.533, 0.533, 0.538, 0.558, 0.534, 0.529, 0.491, 0.333, 0.2, 0.664, 0.722, 0.436, 0.463, 0.43, 0.441, 0.424, 0.429, 0.442], "changeFrac": 0.095, "slug": "z-ai2fglm-5.223gmicloud2ffp8", "endpointSlug": "z-ai2fglm-5.223gmicloud2ffp8", "model": "glm-5.2", "org": "z-ai", "modelSlug": "z-ai2fglm-5.2", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "fp8"}, {"date": "2026-07-20", "iso": "2026-07-20T21:54:55Z", "daysAgo": 86, "method": "b3it", "magnitude": 0.802, "desc": "Probe-prompt outputs shifted (total variation 0.80)", "primary": "TV 0.80", "secondary": "border-input shift", "sevKey": "alert", "trace": [0.103, 0.141, 0.349, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.173, 0.164, 0.136, 0.415, 0.144, 0.14, 0.176, 0.128, 0.154], "changeFrac": 0.136, "slug": "tencent2fhy323gmicloud2fbf16", "endpointSlug": "tencent2fhy323gmicloud2fbf16", "model": "hy3", "org": "tencent", "modelSlug": "tencent2fhy3", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "brand": {"name": "GMI Cloud", "logo": "gmicloud.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "bf16"}, {"date": "2026-07-14", "iso": "2026-07-14T21:46:37Z", "daysAgo": 92, "method": "b3it", "magnitude": 0.28, "desc": "Probe-prompt outputs shifted (total variation 0.28)", "primary": "TV 0.28", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.278, 0.135, 0.174, 0.23, 0.503, 0.483, 0.474, 0.419, 0.483, 0.444, 0.504, 0.504, 0.504, 0.498, 0.498, 0.504, 0.504, 0.459, 0.493, 0.476, 0.164, 0.15, 0.185, 0.191], "changeFrac": 0.174, "slug": "tencent2fhy3-preview23gmicloud2fbf16", 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"tencent2fhy323gmicloud2fbf16", "model": "hy3", "modelSlug": "tencent2fhy3", "org": "tencent", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "retired", "lastChange": "2026-08-27", "recent": true, "nChanges": 2, "trace": [0.198, 1.0, 1.0, 1.0, 0.724, 0.238, 0.153, 0.146, 0.136, 0.141, 0.153, 0.134, 0.357, 0.216, 0.204, 0.14, 0.129, 0.114, 0.116, 0.24, 0.285, 0.331, 0.335, 0.336, 0.327, 0.321, 0.33, 0.32], "changeFracs": [0.035, 0.466], "headline": "retired", "headlines": ["retired"], "ltStatus": "no_logprobs", "biStatus": "retired:delisted", "reason": "Monitoring was retired: the endpoint dropped out of our B3IT selection (flagships, the most popular models, the cheapest endpoints per provider, within budget) for 30 days (since 2026-10-12)."}, {"slug": "tencent2fhy3-preview23gmicloud2fbf16", "model": "hy3-preview", "modelSlug": "tencent2fhy3-preview", "org": "tencent", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "retired", "lastChange": "2026-08-28", "recent": true, "nChanges": 2, "trace": [0.207, 0.202, 0.487, 0.451, 0.474, 0.502, 0.501, 0.481, 0.378, 0.168, 0.174, 0.22, 0.183, 0.176, 0.169, 0.182, 0.203, 0.195, 0.19, 0.445, 0.538, 0.98, 0.98, 0.98, 0.981, 0.98, 0.98, 0.981], "changeFracs": [0.058, 0.699], "headline": "retired", "headlines": ["retired"], "ltStatus": "no_logprobs", "biStatus": "retired:delisted", "reason": "Monitoring was retired: the endpoint dropped out of our B3IT selection (flagships, the most popular models, the cheapest endpoints per provider, within budget) for 30 days (since 2026-09-18)."}, {"slug": "deepseek2fdeepseek-v4-pro23gmicloud2ffp8", "model": "deepseek-v4-pro", "modelSlug": "deepseek2fdeepseek-v4-pro", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "retired", "lastChange": "2026-08-12", "recent": false, "nChanges": 1, "trace": [0.24, 0.235, 0.297, 0.286, 0.295, 0.229, 0.25, 0.246, 0.243, 0.232, 0.229, 0.238, 0.264, 0.265, 0.214, 0.195, 0.234, 0.484, 0.475, 0.34, 0.192, 0.193, 0.214, 0.191, 0.227, 0.251, 0.228, 0.243], "changeFracs": [0.646], "headline": "too_expensive", "headlines": ["retired", "too_expensive"], "ltStatus": "no_logprobs", "biStatus": "retired:too_expensive", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-09-01)."}, {"slug": "xiaomi2fmimo-v2.523gmicloud2ffp8", "model": "mimo-v2.5", "modelSlug": "xiaomi2fmimo-v2.5", "org": "xiaomi", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "changed", "lastChange": "2026-10-01", "recent": true, "nChanges": 1, "trace": [0.123, 0.158, 0.133, 0.154, 0.121, 0.132, 0.144, 0.148, 0.164, 0.213, 0.149, 0.168, 0.289, 0.15, 0.158, 0.17, 0.146, 0.129, 0.118, 0.141, 0.126, 0.15, 0.491, 0.238, 0.118, 0.152, 0.144, 0.164], "changeFracs": [0.801], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "no_logprobs", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "qwen2fqwen3-235b-a22b-250723gmicloud2ffp8", "model": "qwen3-235b-a22b-2507", "modelSlug": "qwen2fqwen3-235b-a22b-2507", "org": "qwen", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["lt", "b3it"], "status": "changed", "lastChange": "2026-09-29", "recent": true, "nChanges": 1, "trace": [0.062, 0.065, 0.089, 0.047, 0.136, 0.066, 0.094, 0.067, 0.139, 0.078, 0.138, 0.095, 0.1, 0.079, 0.138, 0.094, 0.11, 0.109, 0.099, 0.072, 0.077, 0.076, 0.13, 0.573, 0.643, 0.875, 1.195, 0.803], "changeFracs": [0.903], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "monitoring", "reason": "This endpoint is actively tracked."}, {"slug": "deepseek2fdeepseek-chat-v3-032423gmicloud2ffp8", "model": "deepseek-chat-v3-0324", "modelSlug": "deepseek2fdeepseek-chat-v3-0324", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": 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"headlines": ["retired"], "ltStatus": "stalled", "biStatus": "pending", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped."}, {"slug": "deepseek2fdeepseek-v3.223gmicloud2ffp8", "model": "deepseek-v3.2", "modelSlug": "deepseek2fdeepseek-v3.2", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.179, 0.402, 0.54, 0.539, 0.543, 0.42, 0.379, 0.379, 0.298, 0.354, 0.284, 0.557, 0.567, 0.594, 0.52, 0.538, 0.572, 0.576, 0.551, 0.573, 0.548, 0.476, 0.239, 0.255, 0.169, 0.145, 0.187, 0.178], "changeFracs": [], "headline": "too_expensive", "headlines": ["retired", "too_expensive"], "ltStatus": "no_logprobs", "biStatus": "retired:too_expensive", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-10-10)."}, {"slug": "deepseek2fdeepseek-v4-flash23gmicloud2ffp8", "model": "deepseek-v4-flash", "modelSlug": "deepseek2fdeepseek-v4-flash", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.665, 0.667, 0.741, 0.724, 0.746, 0.824, 0.751, 0.749, 0.763, 0.734, 0.773, 0.753, 0.758, 0.755, 0.759, 0.745, 0.741, 0.746, 0.745, 0.744, 0.754, 0.788, 0.898, 0.901, 0.902, 0.899, 0.899, 0.9], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "no_logprobs", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "deepseek2fdeepseek-v4-flash-073123gmicloud2ffp4", "model": "deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "org": "deepseek", "provider": "gmicloud/fp4", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.226], "changeFracs": [], "headline": "retired", "headlines": ["retired"], "ltStatus": "pending", "biStatus": "retired:stalled", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-09)."}, {"slug": "deepseek2fdeepseek-v4-flash-073123gmicloud2ffp8", "model": "deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.107, 0.089, 0.105, 0.112, 0.096, 0.112, 0.132, 0.113, 0.117, 0.109, 0.13, 0.124, 0.133, 0.132, 0.127, 0.132], "changeFracs": [], "headline": "too_expensive", "headlines": ["retired", "too_expensive", "errors_out"], "ltStatus": "probe_failed", "biStatus": "retired:too_expensive", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-09-01). This endpoint claims logprob support, but our probe could not obtain usable logprobs (HTTP 400: parameter check failed, top_logprobs range is [0, 5])."}, {"slug": "deepseek2fdeepseek-v4-flash-vision-exp23gmicloud2ffp8", "model": "deepseek-v4-flash-vision-exp", "modelSlug": "deepseek2fdeepseek-v4-flash-vision-exp", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["lt"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.087, 0.07, 0.077, 0.093, 0.112, 0.076, 0.12, 0.079, 0.064, 0.08, 0.087, 0.07, 0.269, 0.305, 0.167, 0.116, 0.093, 0.427, 0.797, 1.097, 1.138, 0.419, 1.113, 0.975, 1.124, 1.159, 1.103, 1.116], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "not_selected", "reason": "This endpoint is actively tracked."}, {"slug": "deepseek2fdeepseek-v4-pro-081323gmicloud2ffp8", "model": "deepseek-v4-pro-0813", "modelSlug": "deepseek2fdeepseek-v4-pro-0813", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["lt"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [1.08, 0.812, 0.338, 0.24, 0.296, 0.196, 0.319, 0.437, 0.22, 0.53, 0.258, 0.391, 0.476, 0.537, 0.247, 0.287, 0.504, 0.45, 0.123, 0.256, 0.364, 1.001, 0.35, 1.076, 0.324, 0.634, 0.55, 0.783], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "not_selected", "reason": "This endpoint is actively tracked."}, {"slug": "deepseek2fdeepseek-v4.1-flash23gmicloud2ffp8", "model": "deepseek-v4.1-flash", "modelSlug": "deepseek2fdeepseek-v4.1-flash", "org": "deepseek", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["lt", "b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.093, 0.093, 0.101, 0.079, 0.1, 0.141, 0.089, 0.098, 0.061, 0.122, 0.376, 0.289, 0.134, 0.188, 0.117, 0.424, 0.295, 0.422, 0.373, 0.308, 0.422, 0.651, 0.302, 0.345, 0.308, 0.315, 0.335, 0.258], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "monitoring", "reason": "This endpoint is actively tracked."}, {"slug": "z-ai2fglm-523gmicloud2ffp8", "model": "glm-5", "modelSlug": "z-ai2fglm-5", "org": "z-ai", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.423, 0.3, 0.29, 0.267, 0.266, 0.231, 0.225, 0.292, 0.283, 0.336, 0.304, 0.267, 0.268, 0.316, 0.264, 0.27, 0.447, 0.46, 0.435, 0.45, 0.435, 0.45, 0.479, 0.468, 0.457, 0.478, 0.445, 0.443], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "no_logprobs", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "z-ai2fglm-5.123gmicloud2ffp8", "model": "glm-5.1", "modelSlug": "z-ai2fglm-5.1", "org": "z-ai", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["lt"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.269, 0.315, 0.269, 0.245, 0.242, 0.44, 0.328, 0.515, 0.373, 0.305, 0.458, 0.463, 0.555, 0.55, 0.469, 0.481, 0.403, 0.534, 0.556, 0.613, 0.644, 0.52, 0.567, 0.514, 0.462, 0.502, 0.49, 0.539], "changeFracs": [], "headline": "retired", "headlines": ["retired", "too_expensive"], "ltStatus": "stalled", "biStatus": "retired:too_expensive", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped. Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-09-01)."}, {"slug": "z-ai2fglm-5.3-flash23gmicloud2ffp8", "model": "glm-5.3-flash", "modelSlug": "z-ai2fglm-5.3-flash", "org": "z-ai", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.278, 0.3, 0.289, 0.224, 0.22, 0.255, 0.224, 0.259, 0.279, 0.298, 0.325, 0.336, 0.316, 0.319, 0.444, 0.316, 0.297, 0.311, 0.323, 0.267, 0.198, 0.216, 0.276, 0.213, 0.359, 0.447, 0.48, 0.461], "changeFracs": [], "headline": "too_expensive", "headlines": ["retired", "too_expensive"], "ltStatus": "no_logprobs", "biStatus": "retired:too_expensive", "reason": "Monitoring was retired: a single query costs more than our per-query guard allows (since 2026-10-06)."}, {"slug": "minimax2fminimax-m2.523gmicloud2ffp8", "model": "minimax-m2.5", "modelSlug": "minimax2fminimax-m2.5", "org": "minimax", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "not_selected", "headlines": ["not_selected"], "ltStatus": "no_logprobs", "biStatus": "not_selected", "reason": "This endpoint vetted fine, but the selection budget went to more popular models."}, {"slug": "minimax2fminimax-m2.723gmicloud2ffp8", "model": "minimax-m2.7", "modelSlug": "minimax2fminimax-m2.7", "org": "minimax", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "not_selected", "headlines": ["not_selected"], "ltStatus": "no_logprobs", "biStatus": "not_selected", "reason": "This endpoint vetted fine, but the selection budget went to more popular models."}, {"slug": "minimax2fminimax-m323gmicloud2ffp8", "model": "minimax-m3", "modelSlug": "minimax2fminimax-m3", "org": "minimax", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "not_selected", "headlines": ["not_selected"], "ltStatus": "no_logprobs", "biStatus": "not_selected", "reason": "This endpoint vetted fine, but the selection budget went to more popular models."}, {"slug": "moonshotai2fkimi-k2.623gmicloud2ffp8", "model": "kimi-k2.6", "modelSlug": "moonshotai2fkimi-k2.6", "org": "moonshotai", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "errors_out", "headlines": ["errors_out"], "ltStatus": "probe_failed", "biStatus": "unprobeable:flaky", "reason": "This endpoint claims logprob support, but our probe could not obtain usable logprobs (HTTP 429: moonshotai/kimi-k2.6 is temporarily rate-limited upstream. Please retry shortly, or add your own key to accumulate your\u2026)."}, {"slug": "moonshotai2fkimi-k2.7-code23gmicloud2ffp8", "model": "kimi-k2.7-code", "modelSlug": "moonshotai2fkimi-k2.7-code", "org": "moonshotai", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "too_expensive", "headlines": ["too_expensive", "errors_out"], "ltStatus": "probe_failed", "biStatus": "too_expensive", "reason": "This endpoint costs more than our tracking budget allows. This endpoint claims logprob support, but our probe could not obtain usable logprobs (HTTP 400: <400> ***.***.InvalidParameter: Range of top_logprobs should be [0, 5])."}, {"slug": "qwen2fqwen3.5-397b-a17b23gmicloud2ffp8", "model": "qwen3.5-397b-a17b", "modelSlug": "qwen2fqwen3.5-397b-a17b", "org": "qwen", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "too_expensive", "headlines": ["too_expensive", "errors_out"], "ltStatus": "probe_failed", "biStatus": "too_expensive", "reason": "This endpoint costs more than our tracking budget allows. This endpoint claims logprob support, but our probe could not obtain usable logprobs (HTTP 400: Range of top_logprobs should be [0, 5])."}, {"slug": "xiaomi2fmimo-v2.5-pro23gmicloud2fbf16", "model": "mimo-v2.5-pro", "modelSlug": "xiaomi2fmimo-v2.5-pro", "org": "xiaomi", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "too_expensive", "headlines": ["too_expensive"], "ltStatus": "no_logprobs", "biStatus": "too_expensive", "reason": "This endpoint costs more than our tracking budget allows."}, {"slug": "xiaomi2fmimo-v2.6-flash23gmicloud2fbf16", "model": "mimo-v2.6-flash", "modelSlug": "xiaomi2fmimo-v2.6-flash", "org": "xiaomi", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "no_logprobs", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "xiaomi2fmimo-v2.6-pro23gmicloud2fbf16", "model": "mimo-v2.6-pro", "modelSlug": "xiaomi2fmimo-v2.6-pro", "org": "xiaomi", "provider": "gmicloud/bf16", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "not_selected", "headlines": ["not_selected"], "ltStatus": "no_logprobs", "biStatus": "not_selected", "reason": "This endpoint vetted fine, but the selection budget went to more popular models."}, {"slug": "z-ai2fglm-5.323gmicloud2ffp8", "model": "glm-5.3", "modelSlug": "z-ai2fglm-5.3", "org": "z-ai", "provider": "gmicloud/fp8", "providerSlug": "gmicloud", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "not_selected", "headlines": ["not_selected"], "ltStatus": "no_logprobs", "biStatus": "not_selected", "reason": "This endpoint vetted fine, but the selection budget went to more popular models."}]}