{"name": "inceptron", "slug": "inceptron", "brand": {"name": "Inceptron", "logo": "inceptron.svg", "kind": "icon", "mono": false, "dark": null}, "timeline": {"date_min": "2026-02-03", "date_max": "2026-10-14", "changes": [{"date": "2026-10-10", "method": "b3it", "provider": "inceptron/fp8", "model": "z-ai/glm-5.3-flash"}], "endpoints": [{"slug": "z-ai2fglm-5.3-flash23inceptron2ffp8", "provider": "inceptron/fp8", "base": "inceptron", "providerSlug": "inceptron", "model": "z-ai/glm-5.3-flash", "modelSlug": "z-ai2fglm-5.3-flash", "methods": ["b3it"], "first": "2026-09-21", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 1, "lt": null, "b3it": {"tv": [["2026-09-21", 0.31666666666666665], ["2026-09-22", 0.4675925925925926], ["2026-09-23", 0.39166666666666666], ["2026-09-24", 0.5083333333333333], ["2026-09-25", 0.39166666666666666], ["2026-09-26", 0.24166666666666667], ["2026-09-27", 0.325], ["2026-09-29", 0.21666666666666667], ["2026-09-30", 0.2074074074074074], ["2026-10-01", 0.2857142857142857], ["2026-10-02", 0.21666666666666667], ["2026-10-03", 0.275], ["2026-10-03", 0.35833333333333334], ["2026-10-04", 0.16666666666666666], ["2026-10-06", 0.25753968253968257], ["2026-10-07", 0.3], ["2026-10-08", 0.3], ["2026-10-09", 0.325], ["2026-10-10", 0.5666666666666667], ["2026-10-10", 0.7083333333333334], ["2026-10-12", 0.5808333333333333], ["2026-10-13", 0.2095], ["2026-10-14", 0.20650000000000002], ["2026-10-14", 0.3995]], "breaks": [7, 14, 20], "changes": [{"date": "2026-10-10", "shiftTV": 0.31}]}, "status": {"lt": "probe_failed", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint claims logprob support, but our probe could not obtain usable logprobs.", "biCopy": "This endpoint is actively monitored through its border inputs.", "ltDetail": "No logprobs returned", "biDetail": null, "reason": "This endpoint is actively monitored through its border inputs."}}, {"slug": "deepseek2fdeepseek-v4-flash-073123inceptron2ffp4", "provider": "inceptron/fp4", "base": "inceptron", "providerSlug": "inceptron", "model": "deepseek/deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "methods": ["b3it"], "first": "2026-08-13", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-13", 0.175], ["2026-08-14", 0.1675], ["2026-08-15", 0.2435], ["2026-08-16", 0.2295], ["2026-08-17", 0.179], ["2026-08-18", 0.1755], ["2026-08-19", 0.2325], ["2026-08-20", 0.2055], ["2026-08-21", 0.1695], ["2026-08-22", 0.19749999999999998], ["2026-08-23", 0.13999999999999999], ["2026-08-24", 0.22499999999999998], ["2026-08-25", 0.234], ["2026-08-27", 0.2475], ["2026-08-28", 0.2985], ["2026-08-29", 0.19799999999999998], ["2026-08-29", 0.229], ["2026-08-30", 0.197], ["2026-09-01", 0.1615], ["2026-09-01", 0.1725], ["2026-09-02", 0.2535], ["2026-09-03", 0.247], ["2026-09-04", 0.166], ["2026-09-05", 0.1555], ["2026-09-06", 0.2445], ["2026-09-07", 0.1985], ["2026-09-08", 0.167], ["2026-09-09", 0.2195], ["2026-09-10", 0.188], ["2026-09-11", 0.24200000000000002], ["2026-09-12", 0.3115], ["2026-09-13", 0.191], ["2026-09-14", 0.272], ["2026-09-15", 0.24044444444444443], ["2026-09-16", 0.2495515873015873], ["2026-09-17", 0.2378095238095238], ["2026-09-18", 0.251], ["2026-09-19", 0.255], ["2026-09-20", 0.229], ["2026-09-21", 0.2425], ["2026-09-22", 0.1505], ["2026-09-23", 0.23], ["2026-09-24", 0.1825], ["2026-09-25", 0.221], ["2026-09-26", 0.229], ["2026-09-27", 0.229], ["2026-09-29", 0.19549999999999998], ["2026-09-30", 0.186], ["2026-10-01", 0.15], ["2026-10-02", 0.23700000000000002], ["2026-10-03", 0.224], ["2026-10-03", 0.203], ["2026-10-04", 0.162], ["2026-10-06", 0.26], ["2026-10-07", 0.253], ["2026-10-08", 0.1915], ["2026-10-09", 0.14950000000000002], ["2026-10-10", 0.218], ["2026-10-10", 0.183], ["2026-10-12", 0.2155], ["2026-10-13", 0.1315], ["2026-10-14", 0.2135], ["2026-10-14", 0.252]], "breaks": [13, 18, 46, 53, 59], "changes": []}, "status": {"lt": "probe_failed", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint claims logprob support, but our probe could not obtain usable logprobs.", "biCopy": "This endpoint is actively monitored through its border inputs.", "ltDetail": "No logprobs returned", "biDetail": null, "reason": "This endpoint is actively monitored through its border inputs."}}, {"slug": "z-ai2fglm-5.323inceptron2ffp4", "provider": "inceptron/fp4", "base": "inceptron", "providerSlug": "inceptron", "model": "z-ai/glm-5.3", "modelSlug": "z-ai2fglm-5.3", "methods": ["b3it"], "first": "2026-09-29", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-09-29", 0.33899999999999997], ["2026-09-30", 0.17850000000000002], ["2026-10-01", 0.1775], ["2026-10-02", 0.2555], ["2026-10-03", 0.1535], ["2026-10-03", 0.1673888888888889], ["2026-10-04", 0.17450000000000002], ["2026-10-06", 0.144], ["2026-10-07", 0.24500000000000002], ["2026-10-08", 0.17250000000000001], ["2026-10-09", 0.3885], ["2026-10-10", 0.401], ["2026-10-10", 0.4075], ["2026-10-12", 0.37777777777777777], ["2026-10-13", 0.42033333333333334], ["2026-10-14", 0.37], ["2026-10-14", 0.4405]], "breaks": [7, 13], "changes": []}, "status": {"lt": "probe_failed", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint claims logprob support, but our probe could not obtain usable logprobs.", "biCopy": "This endpoint is actively monitored through its border inputs.", "ltDetail": "No logprobs returned", "biDetail": null, "reason": "This endpoint is actively monitored through its border inputs."}}, {"slug": "z-ai2fglm-5.223inceptron2ffp4", "provider": "inceptron/fp4", "base": "inceptron", "providerSlug": "inceptron", "model": "z-ai/glm-5.2", "modelSlug": "z-ai2fglm-5.2", "methods": ["b3it"], "first": "2026-07-17", "last": "2026-09-29", "last_query": "2026-09-29", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-07-17", 0.18033505154639176], ["2026-07-18", 0.19733505154639175], ["2026-07-19", 0.21677319587628865], ["2026-07-20", 0.21699484536082475], ["2026-07-21", 0.23044845360824742], ["2026-07-22", 0.24094845360824743], ["2026-07-23", 0.21283505154639176], ["2026-07-24", 0.17961340206185566], ["2026-07-25", 0.26633505154639175], ["2026-07-26", 0.23144845360824742], ["2026-07-27", 0.19194845360824742], ["2026-07-28", 0.21961340206185567], ["2026-07-29", 0.18072680412371134], ["2026-08-02", 0.23022680412371135], ["2026-08-03", 0.19344845360824744], ["2026-08-04", 0.24744845360824744], ["2026-08-05", 0.2913350515463917], ["2026-08-07", 0.2551134020618557], ["2026-08-07", 0.22083505154639174], ["2026-08-08", 0.34483505154639177], ["2026-08-09", 0.2539484536082474], ["2026-08-10", 0.23161340206185568], ["2026-08-11", 0.2561683848797251], ["2026-08-12", 0.324659793814433], ["2026-08-13", 0.24483505154639176], ["2026-08-14", 0.2047794959908362], ["2026-08-15", 0.509159793814433], ["2026-08-16", 0.3273287514318442], ["2026-08-17", 0.273159793814433], ["2026-08-18", 0.2708837342497136], ["2026-08-19", 0.31777319587628866], ["2026-08-20", 0.28277090492554413], ["2026-08-21", 0.273606529209622], ["2026-08-22", 0.504659793814433], ["2026-08-23", 0.278659793814433], ["2026-08-24", 0.344159793814433], ["2026-08-25", 0.525659793814433], ["2026-08-27", 0.49465979381443304], ["2026-08-28", 0.3059948453608247], ["2026-08-29", 0.555659793814433], ["2026-08-29", 0.29983505154639173], ["2026-08-30", 0.5106597938144329], ["2026-09-01", 0.407159793814433], ["2026-09-01", 0.2560051546391753], ["2026-09-02", 0.27933505154639177], ["2026-09-03", 0.24288659793814432], ["2026-09-04", 0.2514948453608247], ["2026-09-05", 0.2629484536082474], ["2026-09-06", 0.29811340206185566], ["2026-09-07", 0.2526134020618557], ["2026-09-08", 0.28505154639175256], ["2026-09-09", 0.2144484536082474], ["2026-09-10", 0.23999484536082474], ["2026-09-11", 0.2505051546391753], ["2026-09-12", 0.445159793814433], ["2026-09-13", 0.29649484536082477], ["2026-09-14", 0.303659793814433], ["2026-09-15", 0.30100515463917527], ["2026-09-16", 0.490659793814433], ["2026-09-17", 0.331159793814433], ["2026-09-18", 0.25583505154639175], ["2026-09-19", 0.29549484536082476], ["2026-09-20", 0.450159793814433], ["2026-09-21", 0.303659793814433], ["2026-09-22", 0.530659793814433], ["2026-09-23", 0.411159793814433], ["2026-09-24", 0.246840206185567], ["2026-09-25", 0.32738659793814434], ["2026-09-26", 0.33156013745704466], ["2026-09-27", 0.405659793814433], ["2026-09-29", 0.405659793814433]], "breaks": [13, 17, 37, 42, 70], "changes": []}, "status": {"lt": "probe_failed", "bi": "retired:delisted", "headline": "retired", "headlines": ["retired", "errors_out"], "ltCopy": "This endpoint claims logprob support, but our probe could not obtain usable logprobs.", "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": "No logprobs returned", "biDetail": "since 2026-09-29", "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 2026-09-29). This endpoint claims logprob support, but our probe could not obtain usable logprobs (No logprobs returned)."}}, {"slug": "minimax2fminimax-m2.523inceptron2ffp8", "provider": "inceptron/fp8", "base": "inceptron", "providerSlug": "inceptron", "model": "minimax/minimax-m2.5", "modelSlug": "minimax2fminimax-m2.5", "methods": ["lt", "b3it"], "first": "2026-02-18", "last": "2026-08-18", "last_query": "2026-08-25", "n_changes": 0, "lt": {"drift": [["2026-02-18", 0.1007], ["2026-02-19", 0.0517], ["2026-02-20", 0.0737], ["2026-02-21", 0.0618], ["2026-02-22", 0.0937], ["2026-02-23", 0.0528], ["2026-02-24", 0.0752], ["2026-02-25", 0.0982], ["2026-02-26", 0.0356], ["2026-02-27", 0.0673], ["2026-02-28", 0.0639], ["2026-03-01", 0.0713], ["2026-03-02", 0.1512]], "breaks": [], "changes": []}, "b3it": {"tv": [["2026-07-24", 0.27], ["2026-07-25", 0.253], ["2026-07-26", 0.253], ["2026-07-27", 0.359], ["2026-07-28", 0.28300000000000003], ["2026-07-29", 0.40800000000000003], ["2026-08-02", 0.26], ["2026-08-03", 0.28200000000000003], ["2026-08-04", 0.197], ["2026-08-05", 0.28], ["2026-08-07", 0.23399999999999999], ["2026-08-07", 0.249], ["2026-08-08", 0.288], ["2026-08-09", 0.325], ["2026-08-10", 0.241], ["2026-08-11", 0.186], ["2026-08-12", 0.224], ["2026-08-13", 0.28], ["2026-08-14", 0.45], ["2026-08-15", 0.385], ["2026-08-16", 0.28], ["2026-08-17", 0.44], ["2026-08-18", 0.323]], "breaks": [6, 10], "changes": []}, "status": {"lt": "stalled", "bi": "retired:stalled", "headline": "retired", "headlines": ["retired"], "ltCopy": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped.", "biCopy": "Monitoring was retired: the endpoint stopped yielding usable samples.", "ltDetail": null, "biDetail": "since 2026-08-25", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped."}}, {"slug": "moonshotai2fkimi-k2.523inceptron2fint4", "provider": "inceptron/int4", "base": "inceptron", "providerSlug": "inceptron", "model": "moonshotai/kimi-k2.5", "modelSlug": "moonshotai2fkimi-k2.5", "methods": ["lt"], "first": "2026-02-12", "last": "2026-02-20", "last_query": "2026-02-20", "n_changes": 0, "lt": {"drift": [["2026-02-12", 0.0309], ["2026-02-13", 0.0165], ["2026-02-14", 0.0166], ["2026-02-15", 0.0172], ["2026-02-16", 0.0236], ["2026-02-17", 0.0201], ["2026-02-18", 0.0223], ["2026-02-19", 0.0128], ["2026-02-20", 0.0253]], "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."}}, {"slug": "z-ai2fglm-4.723inceptron2ffp8", "provider": "inceptron/fp8", "base": "inceptron", "providerSlug": "inceptron", "model": "z-ai/glm-4.7", "modelSlug": "z-ai2fglm-4.7", "methods": ["lt"], "first": "2026-02-03", "last": "2026-02-18", "last_query": "2026-02-18", "n_changes": 0, "lt": {"drift": [["2026-02-03", 0.075], ["2026-02-04", 0.0369], ["2026-02-05", 0.0315], ["2026-02-06", 0.0533], ["2026-02-07", 0.0452], ["2026-02-08", 0.0425], ["2026-02-09", 0.0327], ["2026-02-10", 0.0331], ["2026-02-11", 0.04], ["2026-02-12", 0.035], ["2026-02-13", 0.0705], ["2026-02-14", 0.0679], ["2026-02-15", 0.0694], ["2026-02-16", 0.0691], ["2026-02-17", 0.0734], ["2026-02-18", 0.0725]], "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": 7, "n_active": 3, "n_models": 7, "n_variants": 3, "first": "2026-02-03", "last": "2026-10-14", "lt": {"endpoints": 3, "years": 0.1, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 5, "years": 0.54, "changes": 1, "rate": 1.84, "ci": [0.0, 5.43]}, "variants": [{"name": "fp4", "n_endpoints": 3, "lt": {"endpoints": 0, "years": 0.0, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 3, "years": 0.41, "changes": 0, "rate": null, "ci": null}}, {"name": "fp8", "n_endpoints": 3, "lt": {"endpoints": 2, "years": 0.07, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 2, "years": 0.13, "changes": 1, "rate": null, "ci": null}}, {"name": "int4", "n_endpoints": 1, "lt": {"endpoints": 1, "years": 0.02, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 0, "years": 0.0, "changes": 0, "rate": null, "ci": null}}], "changes": [{"date": "2026-10-10", "iso": "2026-10-10T00:23:26Z", "daysAgo": 5, "method": "b3it", "magnitude": 0.31, "desc": "Probe-prompt outputs shifted (total variation 0.31)", "primary": "TV 0.31", "secondary": "border-input shift", "sevKey": "changed", "trace": [0.317, 0.468, 0.392, 0.508, 0.392, 0.242, 0.325, 0.217, 0.207, 0.286, 0.217, 0.275, 0.358, 0.167, 0.258, 0.3, 0.3, 0.325, 0.567, 0.708, 0.581, 0.209, 0.207, 0.4], "changeFrac": 0.783, "slug": "z-ai2fglm-5.3-flash23inceptron2ffp8", "endpointSlug": "z-ai2fglm-5.3-flash23inceptron2ffp8", "model": "glm-5.3-flash", "org": "z-ai", "modelSlug": "z-ai2fglm-5.3-flash", "provider": "inceptron/fp8", "providerSlug": "inceptron", "brand": {"name": "Inceptron", "logo": "inceptron.svg", "kind": "icon", "mono": false, "dark": null}, "variant": "fp8"}], "endpoints": [{"slug": "z-ai2fglm-5.3-flash23inceptron2ffp8", "model": "glm-5.3-flash", "modelSlug": "z-ai2fglm-5.3-flash", "org": "z-ai", "provider": "inceptron/fp8", "providerSlug": "inceptron", "methods": ["b3it"], "status": "changed", "lastChange": "2026-10-10", "recent": true, "nChanges": 1, "trace": [0.317, 0.468, 0.392, 0.508, 0.392, 0.242, 0.325, 0.217, 0.207, 0.286, 0.217, 0.275, 0.358, 0.167, 0.258, 0.3, 0.3, 0.325, 0.567, 0.708, 0.581, 0.209, 0.207, 0.4], "changeFracs": [0.784], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "probe_failed", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "deepseek2fdeepseek-v4-flash-073123inceptron2ffp4", "model": "deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "org": "deepseek", "provider": "inceptron/fp4", "providerSlug": "inceptron", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.171, 0.236, 0.177, 0.203, 0.169, 0.229, 0.273, 0.208, 0.167, 0.25, 0.161, 0.203, 0.204, 0.277, 0.232, 0.243, 0.253, 0.236, 0.19, 0.211, 0.212, 0.168, 0.231, 0.208, 0.222, 0.184, 0.199, 0.199], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "probe_failed", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "z-ai2fglm-4.723inceptron2ffp8", "model": "glm-4.7", "modelSlug": "z-ai2fglm-4.7", "org": "z-ai", "provider": "inceptron/fp8", "providerSlug": "inceptron", "methods": ["lt"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.075, 0.037, 0.032, 0.053, 0.045, 0.043, 0.033, 0.033, 0.04, 0.035, 0.07, 0.068, 0.069, 0.069, 0.073, 0.072], "changeFracs": [], "headline": "retired", "headlines": ["retired"], "ltStatus": "stalled", "biStatus": "pending", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped."}, {"slug": "z-ai2fglm-5.223inceptron2ffp4", "model": "glm-5.2", "modelSlug": "z-ai2fglm-5.2", "org": "z-ai", "provider": "inceptron/fp4", "providerSlug": "inceptron", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.189, 0.221, 0.227, 0.226, 0.206, 0.201, 0.269, 0.274, 0.243, 0.275, 0.357, 0.29, 0.3, 0.352, 0.455, 0.431, 0.406, 0.268, 0.252, 0.275, 0.246, 0.348, 0.3, 0.411, 0.334, 0.417, 0.328, 0.381], "changeFracs": [], "headline": "retired", "headlines": ["retired", "errors_out"], "ltStatus": "probe_failed", "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 2026-09-29). This endpoint claims logprob support, but our probe could not obtain usable logprobs (No logprobs returned)."}, {"slug": "z-ai2fglm-5.323inceptron2ffp4", "model": "glm-5.3", "modelSlug": "z-ai2fglm-5.3", "org": "z-ai", "provider": "inceptron/fp4", "providerSlug": "inceptron", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.339, 0.179, 0.177, 0.256, 0.153, 0.167, 0.175, 0.144, 0.245, 0.173, 0.389, 0.401, 0.407, 0.378, 0.42, 0.37, 0.441], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "probe_failed", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "moonshotai2fkimi-k2.523inceptron2fint4", "model": "kimi-k2.5", "modelSlug": "moonshotai2fkimi-k2.5", "org": "moonshotai", "provider": "inceptron/int4", "providerSlug": "inceptron", "methods": ["lt"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.031, 0.017, 0.017, 0.017, 0.024, 0.02, 0.022, 0.013, 0.025], "changeFracs": [], "headline": "retired", "headlines": ["retired"], "ltStatus": "stalled", "biStatus": "pending", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped."}, {"slug": "minimax2fminimax-m2.523inceptron2ffp8", "model": "minimax-m2.5", "modelSlug": "minimax2fminimax-m2.5", "org": "minimax", "provider": "inceptron/fp8", "providerSlug": "inceptron", "methods": ["lt", "b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.101, 0.052, 0.074, 0.062, 0.094, 0.053, 0.075, 0.098, 0.036, 0.067, 0.064, 0.071, 0.151], "changeFracs": [], "headline": "retired", "headlines": ["retired"], "ltStatus": "stalled", "biStatus": "retired:stalled", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped."}, {"slug": "moonshotai2fkimi-k2.623inceptron2fint4", "model": "kimi-k2.6", "modelSlug": "moonshotai2fkimi-k2.6", "org": "moonshotai", "provider": "inceptron/int4", "providerSlug": "inceptron", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "retired", "headlines": ["retired", "errors_out"], "ltStatus": "probe_failed", "biStatus": "retired:no_bis", "reason": "Monitoring was retired: we could not find enough border inputs for this endpoint (since 2026-07-24). 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-code23inceptron2fint4", "model": "kimi-k2.7-code", "modelSlug": "moonshotai2fkimi-k2.7-code", "org": "moonshotai", "provider": "inceptron/int4", "providerSlug": "inceptron", "methods": [], "status": null, "lastChange": null, "recent": false, "nChanges": 0, "trace": [], "changeFracs": [], "headline": "not_selected", "headlines": ["not_selected", "errors_out"], "ltStatus": "probe_failed", "biStatus": "not_selected", "reason": "This endpoint vetted fine, but the selection budget went to more popular models. This endpoint claims logprob support, but our probe could not obtain usable logprobs (No logprobs returned)."}]}