{"name": "darkbloom", "slug": "darkbloom", "brand": {"name": "Darkbloom", "logo": "darkbloom.svg", "kind": "icon", "mono": true, "dark": null}, "timeline": {"date_min": "2026-08-15", "date_max": "2026-10-15", "changes": [{"date": "2026-08-25", "method": "b3it", "provider": "darkbloom/fp4", "model": "qwen/qwen3.6-35b-a3b"}, {"date": "2026-09-07", "method": "b3it", "provider": "darkbloom/fp4", "model": "qwen/qwen3.6-35b-a3b"}, {"date": "2026-10-04", "method": "b3it", "provider": "darkbloom/int4", "model": "nvidia/nemotron-3.5-lightning"}, {"date": "2026-10-07", "method": "b3it", "provider": "darkbloom/fp4", "model": "qwen/qwen3.5-9b"}], "endpoints": [{"slug": "qwen2fqwen3.6-35b-a3b23darkbloom2ffp4", "provider": "darkbloom/fp4", "base": "darkbloom", "providerSlug": "darkbloom", "model": "qwen/qwen3.6-35b-a3b", "modelSlug": "qwen2fqwen3.6-35b-a3b", "methods": ["lt", "b3it"], "first": "2026-08-23", "last": "2026-10-15", "last_query": "2026-10-15", "n_changes": 2, "lt": {"drift": 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0.3595], ["2026-09-15", 0.3735], ["2026-09-16", 0.3895], ["2026-09-17", 0.3835], ["2026-09-18", 0.4035], ["2026-09-19", 0.35150000000000003], ["2026-09-20", 0.35550000000000004], ["2026-09-21", 0.399], ["2026-09-22", 0.3945], ["2026-09-23", 0.3655], ["2026-09-24", 0.38], ["2026-09-25", 0.3645], ["2026-09-26", 0.3945], ["2026-09-27", 0.3775], ["2026-09-29", 0.34850000000000003], ["2026-09-30", 0.41450000000000004], ["2026-10-01", 0.3665], ["2026-10-02", 0.4585], ["2026-10-03", 0.4685], ["2026-10-03", 0.4335], ["2026-10-04", 0.4885], ["2026-10-06", 0.394], ["2026-10-07", 0.41850000000000004], ["2026-10-08", 0.3815], ["2026-10-09", 0.40950000000000003], ["2026-10-10", 0.3895], ["2026-10-10", 0.4235], ["2026-10-12", 0.3685], ["2026-10-13", 0.47350000000000003], ["2026-10-14", 0.4285], ["2026-10-14", 0.47350000000000003]], "breaks": [5, 10, 38, 45, 51], "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": "qwen2fqwen3.5-35b-a3b23darkbloom2ffp4", "provider": "darkbloom/fp4", "base": "darkbloom", "providerSlug": "darkbloom", "model": "qwen/qwen3.5-35b-a3b", "modelSlug": "qwen2fqwen3.5-35b-a3b", "methods": ["lt"], "first": "2026-09-02", "last": "2026-10-15", "last_query": "2026-10-15", "n_changes": 0, "lt": {"drift": [["2026-09-02", 0.0846], ["2026-09-03", 0.0428], ["2026-09-04", 0.0389], ["2026-09-05", 0.0603], ["2026-09-06", 0.0307], ["2026-09-07", 0.0493], ["2026-09-08", 0.0359], ["2026-09-09", 0.0237], ["2026-09-10", 0.0332], ["2026-09-11", 0.0175], ["2026-09-12", 0.0171], ["2026-09-13", 0.0171], ["2026-09-14", 0.023], ["2026-09-15", 0.022], ["2026-09-16", 0.0354], ["2026-09-17", 0.0282], ["2026-09-18", 0.0186], ["2026-09-19", 0.0338], ["2026-09-20", 0.0184], ["2026-09-21", 0.0141], ["2026-09-22", 0.0169], ["2026-09-23", 0.0186], ["2026-09-24", 0.0187], ["2026-09-25", 0.0237], ["2026-09-26", 0.0266], ["2026-09-27", 0.0188], ["2026-09-28", 0.0278], ["2026-09-29", 0.0221], ["2026-09-30", 0.0173], ["2026-10-01", 0.0185], ["2026-10-02", 0.0145], ["2026-10-03", 0.0193], ["2026-10-04", 0.0261], ["2026-10-05", 0.0442], ["2026-10-06", 0.0216], ["2026-10-07", 0.0282], ["2026-10-08", 0.0404], ["2026-10-09", 0.0679], ["2026-10-10", 0.0362], ["2026-10-11", 0.0372], ["2026-10-12", 0.0442], ["2026-10-13", 0.037], ["2026-10-14", 0.022], ["2026-10-15", 0.0252]], "breaks": [], "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": "qwen2fqwen3.8-27b23darkbloom2ffp4", "provider": "darkbloom/fp4", "base": "darkbloom", "providerSlug": "darkbloom", "model": "qwen/qwen3.8-27b", "modelSlug": "qwen2fqwen3.8-27b", "methods": ["lt"], "first": "2026-09-04", "last": "2026-10-15", "last_query": "2026-10-15", "n_changes": 0, "lt": {"drift": [["2026-09-04", 0.0], ["2026-09-05", 0.0], ["2026-09-06", 0.0], ["2026-09-07", 0.0], ["2026-09-08", 0.0], ["2026-09-09", 0.0], ["2026-09-10", 0.0], ["2026-09-11", 0.0], ["2026-09-12", 0.0], ["2026-09-13", 0.0], ["2026-09-14", 0.0], ["2026-09-15", 0.0], ["2026-09-16", 0.0], ["2026-09-17", 0.0], ["2026-09-18", 0.0], ["2026-09-19", 0.0], ["2026-09-20", 0.0], ["2026-09-21", 0.0], ["2026-09-22", 0.0], ["2026-09-23", 0.0], ["2026-09-24", 0.0], ["2026-09-25", 0.0], ["2026-09-26", 0.0], ["2026-09-27", 0.0], ["2026-09-28", 0.0], ["2026-09-29", 0.0], ["2026-09-30", 0.0], ["2026-10-01", 0.0], ["2026-10-02", 0.0], ["2026-10-03", 0.0], ["2026-10-04", 0.0], ["2026-10-05", 0.0], ["2026-10-06", 0.0], ["2026-10-07", 0.0], ["2026-10-08", 0.0], ["2026-10-09", 0.0], ["2026-10-10", 0.0], ["2026-10-11", 0.0], ["2026-10-12", 0.0], ["2026-10-13", 0.0], ["2026-10-14", 0.0], ["2026-10-15", 0.0]], "breaks": [], "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": "prism-ml2fternary-bonsai-2-27b23darkbloom2fint4", "provider": "darkbloom/int4", "base": "darkbloom", "providerSlug": "darkbloom", "model": "prism-ml/ternary-bonsai-2-27b", "modelSlug": "prism-ml2fternary-bonsai-2-27b", "methods": ["lt"], "first": "2026-09-19", "last": "2026-10-15", "last_query": "2026-10-15", "n_changes": 0, "lt": {"drift": [["2026-09-19", 0.0001], ["2026-09-20", 0.0005], ["2026-09-21", 0.0004], ["2026-09-22", 0.0004], ["2026-09-23", 0.0004], ["2026-09-24", 0.0001], ["2026-09-25", 0.0013], ["2026-09-26", 0.0001], ["2026-09-27", 0.0001], ["2026-09-28", 0.0004], ["2026-09-29", 0.0005], ["2026-09-30", 0.0003], ["2026-10-01", 0.0], ["2026-10-02", 0.0004], ["2026-10-03", 0.0004], ["2026-10-04", 0.0004], ["2026-10-05", 0.0004], ["2026-10-06", 0.0004], ["2026-10-07", 0.0], ["2026-10-08", 0.0], ["2026-10-09", 0.0004], ["2026-10-10", 0.0004], ["2026-10-11", 0.0004], ["2026-10-12", 0.0004], ["2026-10-13", 0.0004], ["2026-10-14", 0.0004], ["2026-10-15", 0.0004]], "breaks": [], "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": "qwen2fqwen3.5-9b23darkbloom2ffp4", "provider": "darkbloom/fp4", "base": "darkbloom", "providerSlug": "darkbloom", "model": "qwen/qwen3.5-9b", "modelSlug": "qwen2fqwen3.5-9b", "methods": ["b3it"], "first": "2026-09-08", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 1, "lt": null, "b3it": {"tv": [["2026-09-08", 0.42750000000000005], ["2026-09-09", 0.1425], ["2026-09-10", 0.1825], ["2026-09-11", 0.10149999999999999], ["2026-09-12", 0.14049999999999999], ["2026-09-13", 0.14049999999999999], ["2026-09-14", 0.24050000000000002], ["2026-09-15", 0.1705], ["2026-09-16", 0.1455], ["2026-09-17", 0.10949999999999999], ["2026-09-18", 0.1995], ["2026-09-19", 0.09949999999999999], ["2026-09-20", 0.10049999999999999], ["2026-09-21", 0.2125], ["2026-09-22", 0.1415], ["2026-09-23", 0.1825], ["2026-09-24", 0.1615], ["2026-09-25", 0.3625], ["2026-09-26", 0.1515], ["2026-09-27", 0.1535], ["2026-09-29", 0.2935], ["2026-09-30", 0.3825], ["2026-10-01", 0.1785], ["2026-10-02", 0.23650000000000002], ["2026-10-03", 0.3125], ["2026-10-03", 0.35750000000000004], ["2026-10-04", 0.4425], ["2026-10-06", 0.35250000000000004], ["2026-10-07", 0.4785], ["2026-10-08", 0.40166666666666667], ["2026-10-09", 0.31833333333333336], ["2026-10-10", 0.46], ["2026-10-10", 0.5016666666666667], ["2026-10-12", 0.26], ["2026-10-13", 0.385], ["2026-10-14", 0.11], ["2026-10-14", 0.46]], "breaks": [20, 27, 33], "changes": [{"date": "2026-10-07", "shiftTV": 0.26}]}, "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": "xiaomi2fmimo-v2.6-flash23darkbloom2ffp4", "provider": "darkbloom/fp4", "base": "darkbloom", "providerSlug": "darkbloom", "model": "xiaomi/mimo-v2.6-flash", "modelSlug": "xiaomi2fmimo-v2.6-flash", "methods": ["b3it"], "first": "2026-10-14", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-10-14", 0.255]], "breaks": [], "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": "qwen2fqwen3.6-35b-a3b23darkbloom", "provider": "darkbloom", "base": "darkbloom", "providerSlug": "darkbloom", "model": "qwen/qwen3.6-35b-a3b", "modelSlug": "qwen2fqwen3.6-35b-a3b", "methods": ["b3it"], "first": "2026-08-15", "last": "2026-09-21", "last_query": "2026-09-21", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-15", 1.0], ["2026-08-20", 0.10166666666666666], ["2026-08-21", 0.41833333333333333], ["2026-08-22", 0.335], ["2026-08-23", 0.3975], ["2026-08-24", 0.39916666666666667], ["2026-08-25", 0.4066666666666667], ["2026-08-27", 0.44833333333333336], ["2026-08-28", 0.435], ["2026-08-29", 0.49833333333333335], ["2026-08-29", 0.415], ["2026-08-30", 0.43166666666666664], ["2026-09-01", 0.4066666666666667], ["2026-09-01", 0.44333333333333336], ["2026-09-02", 0.435], ["2026-09-03", 0.41333333333333333], ["2026-09-04", 0.4216666666666667], ["2026-09-05", 0.4633333333333333], ["2026-09-06", 0.41333333333333333], ["2026-09-07", 0.4033333333333334], ["2026-09-08", 0.37666666666666665], ["2026-09-09", 0.35833333333333334], ["2026-09-10", 0.37833333333333335], ["2026-09-11", 0.33333333333333337], ["2026-09-12", 0.43083333333333335], ["2026-09-13", 0.34750000000000003], ["2026-09-14", 0.37833333333333335], ["2026-09-15", 0.3566666666666667], ["2026-09-16", 0.37166666666666665], ["2026-09-17", 0.355], ["2026-09-18", 0.3566666666666667], ["2026-09-19", 0.405], ["2026-09-20", 0.365], ["2026-09-21", 0.355]], "breaks": [1, 7, 12], "changes": []}, "status": {"lt": "pending", "bi": "retired:delisted", "headline": "retired", "headlines": ["retired"], "ltCopy": "This endpoint has not been evaluated for tracking yet.", "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 2026-09-22", "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 2026-09-22)."}}, {"slug": "qwen2fqwen3-vl-30b-a3b-instruct23darkbloom2ffp4", "provider": "darkbloom/fp4", "base": "darkbloom", "providerSlug": "darkbloom", "model": "qwen/qwen3-vl-30b-a3b-instruct", "modelSlug": "qwen2fqwen3-vl-30b-a3b-instruct", "methods": ["b3it"], "first": "2026-08-30", "last": "2026-09-01", "last_query": "2026-09-08", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-30", 0.183], ["2026-09-01", 0.1855]], "breaks": [1], "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 2026-09-08", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-08)."}}]}, "n_endpoints": 10, "n_active": 8, "n_models": 9, "n_variants": 3, "first": "2026-08-15", "last": "2026-10-15", "lt": {"endpoints": 6, "years": 0.66, "changes": 0, "rate": 0.0, "ci": [0.0, 4.55]}, "b3it": {"endpoints": 7, "years": 0.5, "changes": 4, "rate": 7.94, "ci": [0.16, 15.72]}, "variants": [{"name": "fp4", "n_endpoints": 6, "lt": {"endpoints": 3, "years": 0.35, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 4, "years": 0.21, "changes": 3, "rate": null, "ci": null}}, {"name": "", "n_endpoints": 2, "lt": {"endpoints": 1, "years": 0.15, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 2, "years": 0.25, "changes": 0, "rate": null, "ci": null}}, {"name": "int4", "n_endpoints": 2, "lt": {"endpoints": 2, "years": 0.16, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 1, "years": 0.05, "changes": 1, "rate": null, "ci": null}}], "changes": [{"date": "2026-10-07", "iso": "2026-10-07T00:14:11Z", "daysAgo": 8, "method": "b3it", "magnitude": 0.26, "desc": "Probe-prompt outputs shifted (total variation 0.26)", "primary": "TV 0.26", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.428, 0.142, 0.182, 0.101, 0.14, 0.14, 0.241, 0.171, 0.145, 0.109, 0.2, 0.099, 0.1, 0.212, 0.141, 0.182, 0.162, 0.362, 0.151, 0.153, 0.293, 0.383, 0.178, 0.237, 0.312, 0.358, 0.443, 0.353, 0.478, 0.402, 0.318, 0.46, 0.502, 0.26, 0.385, 0.11, 0.46], "changeFrac": 0.778, "slug": "qwen2fqwen3.5-9b23darkbloom2ffp4", "endpointSlug": "qwen2fqwen3.5-9b23darkbloom2ffp4", "model": "qwen3.5-9b", "org": "qwen", "modelSlug": "qwen2fqwen3.5-9b", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "brand": {"name": "Darkbloom", "logo": "darkbloom.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "fp4"}, {"date": "2026-10-04", "iso": "2026-10-04T23:42:39Z", "daysAgo": 10, "method": "b3it", "magnitude": 0.271, "desc": "Probe-prompt outputs shifted (total variation 0.27)", "primary": "TV 0.27", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.22, 0.504, 0.504, 0.2, 0.204, 0.408, 0.255, 0.622, 0.565, 0.591, 0.616, 0.311, 0.29, 0.282, 0.271, 0.16, 0.331, 0.421], "changeFrac": 0.412, "slug": "nvidia2fnemotron-3.5-lightning23darkbloom2fint4", "endpointSlug": "nvidia2fnemotron-3.5-lightning23darkbloom2fint4", "model": "nemotron-3.5-lightning", "org": "nvidia", "modelSlug": "nvidia2fnemotron-3.5-lightning", "provider": "darkbloom/int4", "providerSlug": "darkbloom", "brand": {"name": "Darkbloom", "logo": "darkbloom.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "int4"}, {"date": "2026-09-07", "iso": "2026-09-07T23:10:01Z", "daysAgo": 37, "method": "b3it", "magnitude": 0.23, "desc": "Probe-prompt outputs shifted (total variation 0.23)", "primary": "TV 0.23", "secondary": "border-input shift", "sevKey": "stable", "trace": [0.234, 0.27, 0.539, 0.545, 0.6, 0.601, 0.596, 0.591, 0.55, 0.562, 0.52, 0.493, 0.155, 0.209, 0.136, 0.379, 0.362, 0.4, 0.377, 0.399, 0.461, 0.414, 0.383, 0.186, 0.198, 0.124, 0.172, 0.263, 0.155, 0.26, 0.153, 0.405, 0.15, 0.32, 0.261], "changeFrac": 0.441, "slug": "qwen2fqwen3.6-35b-a3b23darkbloom2ffp4", "endpointSlug": "qwen2fqwen3.6-35b-a3b23darkbloom2ffp4", "model": "qwen3.6-35b-a3b", "org": "qwen", "modelSlug": "qwen2fqwen3.6-35b-a3b", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "brand": {"name": "Darkbloom", "logo": "darkbloom.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "fp4"}, {"date": "2026-08-25", "iso": "2026-08-25T21:18:25Z", "daysAgo": 50, "method": "b3it", "magnitude": 0.308, "desc": "Probe-prompt outputs shifted (total variation 0.31)", "primary": "TV 0.31", "secondary": "border-input shift", "sevKey": "changed", "trace": [0.234, 0.27, 0.539, 0.545, 0.6, 0.601, 0.596, 0.591, 0.55, 0.562, 0.52, 0.493, 0.155, 0.209, 0.136, 0.379, 0.362, 0.4, 0.377, 0.399, 0.461, 0.414], "changeFrac": 0.095, "slug": "qwen2fqwen3.6-35b-a3b23darkbloom2ffp4", "endpointSlug": "qwen2fqwen3.6-35b-a3b23darkbloom2ffp4", "model": "qwen3.6-35b-a3b", "org": "qwen", "modelSlug": "qwen2fqwen3.6-35b-a3b", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "brand": {"name": "Darkbloom", "logo": "darkbloom.svg", "kind": "icon", "mono": true, "dark": null}, "variant": "fp4"}], "endpoints": [{"slug": "qwen2fqwen3.6-35b-a3b23darkbloom2ffp4", "model": "qwen3.6-35b-a3b", "modelSlug": "qwen2fqwen3.6-35b-a3b", "org": "qwen", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "methods": ["lt", "b3it"], "status": "changed", "lastChange": "2026-09-07", "recent": true, "nChanges": 2, "trace": [0.054, 0.103, 0.086, 0.073, 0.065, 0.05, 0.048, 0.046, 0.05, 0.041, 0.041, 0.051, 0.06, 0.1, 0.075, 0.058, 0.065, 0.076, 0.087, 0.059, 0.112, 0.115, 0.153, 0.11, 0.115, 0.164, 0.12, 0.139], "changeFracs": [0.0, 0.139], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "retired:delisted", "reason": "This endpoint is actively tracked."}, {"slug": "nvidia2fnemotron-3.5-lightning23darkbloom2fint4", "model": "nemotron-3.5-lightning", "modelSlug": "nvidia2fnemotron-3.5-lightning", "org": "nvidia", "provider": "darkbloom/int4", "providerSlug": "darkbloom", "methods": ["lt", "b3it"], "status": "changed", "lastChange": "2026-10-04", "recent": true, "nChanges": 1, "trace": [0.022, 0.021, 0.021, 0.027, 0.029, 0.032, 0.017, 0.019, 0.022, 0.032, 0.013, 0.021, 0.021, 0.028, 0.051, 0.013, 0.051, 0.037, 0.054, 0.251, 0.253, 0.259, 0.259, 0.26, 0.259, 0.268, 0.272, 0.256], "changeFracs": [0.697], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "monitoring", "reason": "This endpoint is actively tracked."}, {"slug": "qwen2fqwen3.5-9b23darkbloom2ffp4", "model": "qwen3.5-9b", "modelSlug": "qwen2fqwen3.5-9b", "org": "qwen", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "methods": ["b3it"], "status": "changed", "lastChange": "2026-10-07", "recent": true, "nChanges": 1, "trace": [0.428, 0.142, 0.182, 0.121, 0.14, 0.241, 0.158, 0.109, 0.2, 0.1, 0.212, 0.141, 0.172, 0.362, 0.151, 0.223, 0.383, 0.178, 0.275, 0.358, 0.443, 0.415, 0.402, 0.318, 0.481, 0.26, 0.385, 0.285], "changeFracs": [0.779], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "no_logprobs", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "google2fgemma-4-26b-a4b-it23darkbloom", "model": "gemma-4-26b-a4b-it", "modelSlug": "google2fgemma-4-26b-a4b-it", "org": "google", "provider": "darkbloom", "providerSlug": "darkbloom", "methods": ["lt", "b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.03, 0.019, 0.015, 0.046, 0.028, 0.025, 0.034, 0.093, 0.076, 0.086, 0.085, 0.112, 0.108, 0.082, 0.12, 0.082, 0.11, 0.101, 0.11, 0.093, 0.082, 0.09, 0.079, 0.079, 0.101, 0.117, 0.088, 0.086], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "monitoring", "reason": "This endpoint is actively tracked."}, {"slug": "xiaomi2fmimo-v2.6-flash23darkbloom2ffp4", "model": "mimo-v2.6-flash", "modelSlug": "xiaomi2fmimo-v2.6-flash", "org": "xiaomi", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.255], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "no_logprobs", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "qwen2fqwen3-vl-30b-a3b-instruct23darkbloom2ffp4", "model": "qwen3-vl-30b-a3b-instruct", "modelSlug": "qwen2fqwen3-vl-30b-a3b-instruct", "org": "qwen", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.183, 0.185], "changeFracs": [], "headline": "retired", "headlines": ["retired"], "ltStatus": "pending", "biStatus": "retired:stalled", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-08)."}, {"slug": "qwen2fqwen3.5-35b-a3b23darkbloom2ffp4", "model": "qwen3.5-35b-a3b", "modelSlug": "qwen2fqwen3.5-35b-a3b", "org": "qwen", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "methods": ["lt"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.085, 0.041, 0.06, 0.04, 0.036, 0.028, 0.017, 0.017, 0.022, 0.035, 0.023, 0.034, 0.016, 0.018, 0.019, 0.025, 0.019, 0.025, 0.017, 0.017, 0.023, 0.044, 0.025, 0.04, 0.052, 0.037, 0.041, 0.024], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "not_selected", "reason": "This endpoint is actively tracked."}, {"slug": "qwen2fqwen3.6-35b-a3b23darkbloom", "model": "qwen3.6-35b-a3b", "modelSlug": "qwen2fqwen3.6-35b-a3b", "org": "qwen", "provider": "darkbloom", "providerSlug": "darkbloom", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [1.0, 0.102, 0.418, 0.335, 0.398, 0.407, 0.448, 0.435, 0.498, 0.423, 0.407, 0.443, 0.435, 0.417, 0.463, 0.413, 0.403, 0.377, 0.368, 0.333, 0.431, 0.348, 0.378, 0.364, 0.355, 0.357, 0.405, 0.36], "changeFracs": [], "headline": "retired", "headlines": ["retired"], "ltStatus": "pending", "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 2026-09-22)."}, {"slug": "qwen2fqwen3.8-27b23darkbloom2ffp4", "model": "qwen3.8-27b", "modelSlug": "qwen2fqwen3.8-27b", "org": "qwen", "provider": "darkbloom/fp4", "providerSlug": "darkbloom", "methods": ["lt"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "not_selected", "reason": "This endpoint is actively tracked."}, {"slug": "prism-ml2fternary-bonsai-2-27b23darkbloom2fint4", "model": "ternary-bonsai-2-27b", "modelSlug": "prism-ml2fternary-bonsai-2-27b", "org": "prism-ml", "provider": "darkbloom/int4", "providerSlug": "darkbloom", "methods": ["lt"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.0, 0.001, 0.0, 0.0, 0.0, 0.0, 0.001, 0.0, 0.0, 0.0, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "not_selected", "reason": "This endpoint is actively tracked."}, {"slug": "openai2fgpt-oss-20b23darkbloom2ffp8", "model": "gpt-oss-20b", "modelSlug": "openai2fgpt-oss-20b", "org": "openai", "provider": "darkbloom/fp8", "providerSlug": "darkbloom", "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)."}]}