{"name": "morph", "slug": "morph", "brand": {"name": "Morph", "logo": "morph.png", "kind": "icon", "mono": false, "dark": null}, "timeline": {"date_min": "2026-06-22", "date_max": "2026-10-15", "changes": [{"date": "2026-08-01", "method": "lt", "provider": "morph", "model": "deepseek/deepseek-v4-flash"}, {"date": "2026-08-02", "method": "b3it", "provider": "morph", "model": "deepseek/deepseek-v4-flash"}, {"date": "2026-08-25", "method": "b3it", "provider": "morph", "model": "z-ai/glm-5.2"}, {"date": "2026-09-12", "method": "b3it", "provider": "morph/bf16", "model": "deepseek/deepseek-v4-flash-0731"}, {"date": "2026-09-30", "method": "b3it", "provider": "morph", "model": "deepseek/deepseek-v4.1-flash"}], "endpoints": [{"slug": "moonshotai2fkimi-k323morph2ffp8", "provider": "morph/fp8", "base": "morph", "providerSlug": "morph", "model": "moonshotai/kimi-k3", "modelSlug": "moonshotai2fkimi-k3", "methods": ["lt"], "first": "2026-09-29", "last": "2026-10-15", "last_query": "2026-10-15", "n_changes": 0, "lt": {"drift": [["2026-09-29", 0.1896], ["2026-09-30", 0.2101], ["2026-10-01", 0.1315], ["2026-10-02", 0.1449], ["2026-10-03", 0.1445], ["2026-10-04", 0.1517], ["2026-10-05", 1.1816], ["2026-10-06", 0.3637], ["2026-10-07", 0.1353], ["2026-10-08", 0.0858], ["2026-10-09", 0.089], ["2026-10-10", 0.092], ["2026-10-11", 0.1011], ["2026-10-12", 0.1042], ["2026-10-13", 0.1102], ["2026-10-14", 0.0964], ["2026-10-15", 0.1039]], "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": "morph2fmorph-v3-large23morph2ffp8", "provider": "morph/fp8", "base": "morph", "providerSlug": "morph", "model": "morph/morph-v3-large", "modelSlug": "morph2fmorph-v3-large", "methods": ["lt"], "first": "2026-08-13", "last": "2026-10-15", "last_query": "2026-10-15", "n_changes": 0, "lt": {"drift": [["2026-08-13", 0.1137], ["2026-08-14", 0.0744], ["2026-08-15", 0.0784], ["2026-08-16", 0.112], ["2026-08-17", 0.0526], ["2026-08-18", 0.1329], ["2026-08-19", 0.1025], ["2026-08-20", 0.0732], ["2026-08-21", 0.1132], ["2026-08-22", 0.1083], ["2026-08-23", 0.0918], ["2026-08-24", 0.0653], ["2026-08-25", 0.0386], ["2026-08-26", 0.1315], ["2026-08-27", 0.1559], ["2026-08-28", 0.4049], ["2026-08-29", 0.1841], ["2026-08-30", 0.1892], ["2026-08-31", 0.5308], ["2026-09-01", 0.513], ["2026-09-06", 0.5313], ["2026-09-07", 0.513], ["2026-09-08", 0.3825], ["2026-09-09", 0.4887], ["2026-09-14", 0.3909], ["2026-09-15", 0.513], ["2026-09-16", 0.513], ["2026-09-17", 0.4156], ["2026-09-18", 0.4414], ["2026-09-19", 0.5982], ["2026-09-26", 0.5008], ["2026-09-27", 0.4498], ["2026-09-28", 0.4812], ["2026-09-29", 0.5035], ["2026-10-04", 0.3825], ["2026-10-05", 0.4892], ["2026-10-06", 0.513], ["2026-10-07", 0.2806], ["2026-10-12", 0.5725], ["2026-10-13", 0.5008], ["2026-10-14", 0.5016], ["2026-10-15", 0.513]], "breaks": [20, 24, 30, 34, 38], "changes": []}, "b3it": null, "status": {"lt": "stalled", "bi": "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": "This endpoint costs more than our tracking budget allows.", "ltDetail": null, "biDetail": null, "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped. This endpoint costs more than our tracking budget allows."}}, {"slug": "z-ai2fglm-5.223morph2ffp8", "provider": "morph/fp8", "base": "morph", "providerSlug": "morph", "model": "z-ai/glm-5.2", "modelSlug": "z-ai2fglm-5.2", "methods": ["lt", "b3it"], "first": "2026-10-01", "last": "2026-10-15", "last_query": "2026-10-15", "n_changes": 0, "lt": {"drift": [["2026-10-01", 0.4607], ["2026-10-02", 0.3821], ["2026-10-03", 0.4925], ["2026-10-04", 0.4127], ["2026-10-05", 0.5232], ["2026-10-06", 0.4636], ["2026-10-07", 0.4373], ["2026-10-08", 0.4645], ["2026-10-09", 0.4287], ["2026-10-10", 0.5869], ["2026-10-11", 0.4301], ["2026-10-12", 0.3625], ["2026-10-13", 0.4884], ["2026-10-14", 0.6184], ["2026-10-15", 0.5871]], "breaks": [], "changes": []}, "b3it": {"tv": [["2026-10-06", 0.364], ["2026-10-07", 0.39], ["2026-10-08", 0.3655], ["2026-10-09", 0.381], ["2026-10-10", 0.4135], ["2026-10-10", 0.395], ["2026-10-12", 0.42], ["2026-10-13", 0.4325], ["2026-10-14", 0.34249999999999997], ["2026-10-14", 0.315]], "breaks": [6], "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": "deepseek2fdeepseek-v4.1-flash23morph", "provider": "morph", "base": "morph", "providerSlug": "morph", "model": "deepseek/deepseek-v4.1-flash", "modelSlug": "deepseek2fdeepseek-v4.1-flash", "methods": ["b3it"], "first": "2026-09-20", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 1, "lt": null, "b3it": {"tv": [["2026-09-20", 0.118], ["2026-09-21", 0.18050000000000002], ["2026-09-22", 0.1835], ["2026-09-23", 0.2765], ["2026-09-24", 0.20099999999999998], ["2026-09-25", 0.2635], ["2026-09-26", 0.2916666666666667], ["2026-09-27", 0.3135], ["2026-09-29", 0.577], ["2026-09-30", 0.5125], ["2026-10-01", 0.4425], ["2026-10-02", 0.484], ["2026-10-03", 0.536], ["2026-10-03", 0.1625], ["2026-10-04", 0.3265], ["2026-10-06", 0.4485], ["2026-10-07", 0.275], ["2026-10-08", 0.503], ["2026-10-09", 0.18650000000000003], ["2026-10-10", 0.167], ["2026-10-10", 0.3895], ["2026-10-12", 0.12150000000000001], ["2026-10-13", 0.18850000000000003], ["2026-10-14", 0.272], ["2026-10-14", 0.164]], "breaks": [8, 15, 21], "changes": [{"date": "2026-09-30", "shiftTV": 0.212}]}, "status": {"lt": "pending", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint has not been evaluated for tracking yet.", "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": "z-ai2fglm-5.3-flash23morph", "provider": "morph", "base": "morph", "providerSlug": "morph", "model": "z-ai/glm-5.3-flash", "modelSlug": "z-ai2fglm-5.3-flash", "methods": ["b3it"], "first": "2026-09-20", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-09-20", 0.211850752422181], ["2026-09-21", 0.16503257060399917], ["2026-09-22", 0.36365630797773657], ["2026-09-23", 0.21492218099360957], ["2026-09-24", 0.1652446918161204], ["2026-09-25", 0.38440630797773656], ["2026-09-26", 0.246797052154195], ["2026-09-27", 0.2162497423211709], ["2026-09-29", 0.23218480725623583], ["2026-09-30", 0.22921222428365287], ["2026-10-01", 0.268360853432282], ["2026-10-02", 0.24501741908884767], ["2026-10-03", 0.29422448979591836], ["2026-10-03", 0.16273459080601937], ["2026-10-04", 0.19673459080601938], ["2026-10-06", 0.2685174190888477], ["2026-10-07", 0.2715426716141002], ["2026-10-08", 0.2554777365491651], ["2026-10-09", 0.22200803957946816], ["2026-10-10", 0.28757349000206145], ["2026-10-10", 0.2610787466501752], ["2026-10-12", 0.3258356009070295], ["2026-10-13", 0.25361337868480727], ["2026-10-14", 0.2355426716141002], ["2026-10-14", 0.20954267161410017]], "breaks": [8, 15, 21], "changes": []}, "status": {"lt": "pending", "bi": "monitoring", "headline": "tracked", "headlines": ["tracked"], "ltCopy": "This endpoint has not been evaluated for tracking yet.", "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-flash23morph2ffp8", "provider": "morph/fp8", "base": "morph", "providerSlug": "morph", "model": "deepseek/deepseek-v4.1-flash", "modelSlug": "deepseek2fdeepseek-v4.1-flash", "methods": ["b3it"], "first": "2026-09-13", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-09-13", 0.2595], ["2026-09-14", 0.2465], ["2026-09-15", 0.28300000000000003], ["2026-09-16", 0.244], ["2026-09-17", 0.203], ["2026-09-18", 0.213], ["2026-10-10", 0.2925], ["2026-10-12", 0.2165], ["2026-10-13", 0.146], ["2026-10-14", 0.1635], ["2026-10-14", 0.296]], "breaks": [6, 7], "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": "z-ai2fglm-5.323morph2ffp8", "provider": "morph/fp8", "base": "morph", "providerSlug": "morph", "model": "z-ai/glm-5.3", "modelSlug": "z-ai2fglm-5.3", "methods": ["b3it"], "first": "2026-09-27", "last": "2026-10-14", "last_query": "2026-10-14", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-09-27", 0.1935], ["2026-09-29", 0.2425], ["2026-09-30", 0.247], ["2026-10-01", 0.4185], ["2026-10-02", 0.2735], ["2026-10-03", 0.3245], ["2026-10-03", 0.3435], ["2026-10-04", 0.3635], ["2026-10-06", 0.384], ["2026-10-07", 0.359], ["2026-10-08", 0.3565], ["2026-10-09", 0.427], ["2026-10-10", 0.318], ["2026-10-10", 0.41], ["2026-10-12", 0.3265], ["2026-10-13", 0.40199999999999997], ["2026-10-14", 0.374], ["2026-10-14", 0.388]], "breaks": [1, 8, 14], "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": "morph2fmorph-v3-large23morph", "provider": "morph", "base": "morph", "providerSlug": "morph", "model": "morph/morph-v3-large", "modelSlug": "morph2fmorph-v3-large", "methods": ["lt"], "first": "2026-06-22", "last": "2026-09-23", "last_query": "2026-09-23", "n_changes": 0, "lt": {"drift": [["2026-06-22", 0.2854], ["2026-06-23", 0.2653], ["2026-06-24", 0.0631], ["2026-06-25", 0.1596], ["2026-06-26", 0.0613], ["2026-06-27", 0.0486], ["2026-06-28", 0.2131], ["2026-06-29", 0.0641], ["2026-06-30", 0.1467], ["2026-07-01", 0.1139], ["2026-07-02", 0.2134], ["2026-07-03", 0.1105], ["2026-07-04", 0.12], ["2026-07-05", 0.12], ["2026-07-06", 0.251], ["2026-07-07", 0.0516], ["2026-07-08", 0.0726], ["2026-07-09", 0.1609], ["2026-07-10", 0.251], ["2026-07-11", 0.1686], ["2026-07-12", 0.1549], ["2026-07-13", 0.1419], ["2026-07-14", 0.1401], ["2026-07-15", 0.2924], ["2026-07-16", 0.1069], ["2026-07-17", 0.1288], ["2026-07-18", 0.1001], ["2026-07-19", 0.1464], ["2026-07-20", 0.2727], ["2026-07-21", 0.2003], ["2026-07-22", 0.0726], ["2026-07-23", 0.12], ["2026-07-24", 0.1549], ["2026-07-25", 0.2039], ["2026-07-26", 0.2273], ["2026-07-27", 0.1474], ["2026-07-28", 0.1073], ["2026-07-29", 0.1364], ["2026-07-30", 0.1136], ["2026-07-31", 0.0968], ["2026-08-01", 0.242], ["2026-08-02", 0.251], ["2026-08-03", 0.1293], ["2026-08-04", 0.2109], ["2026-08-05", 0.1789], ["2026-08-06", 0.1187], ["2026-08-07", 0.0993], ["2026-08-08", 0.1835], ["2026-08-09", 0.1102], ["2026-08-10", 0.0814], ["2026-08-11", 0.048], ["2026-08-12", 0.089], ["2026-08-13", 0.0679], ["2026-08-14", 0.1593], ["2026-08-15", 0.2197], ["2026-08-16", 0.1305], ["2026-08-17", 0.0598], ["2026-08-18", 0.063], ["2026-08-19", 0.1448], ["2026-08-20", 0.063], ["2026-08-21", 0.1164], ["2026-08-22", 0.1869], ["2026-08-23", 0.1452], ["2026-08-24", 0.0685], ["2026-08-25", 0.0638], ["2026-08-26", 0.1002], ["2026-08-27", 0.251], ["2026-08-28", 0.7959], ["2026-08-29", 0.2583], ["2026-08-30", 0.2444], ["2026-08-31", 0.5088], ["2026-09-01", 0.7035], ["2026-09-20", 0.3713], ["2026-09-21", 0.4463], ["2026-09-22", 0.5604], ["2026-09-23", 0.3624]], "breaks": [72], "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": "deepseek2fdeepseek-v4-flash-073123morph", "provider": "morph", "base": "morph", "providerSlug": "morph", "model": "deepseek/deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "methods": ["b3it"], "first": "2026-08-13", "last": "2026-09-17", "last_query": "2026-09-17", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-13", 0.6849999999999999], ["2026-08-14", 0.683], ["2026-08-15", 0.7384999999999999], ["2026-08-16", 0.6765], ["2026-08-17", 0.669], ["2026-08-18", 0.7015], ["2026-08-19", 0.697], ["2026-08-20", 0.6669444444444445], ["2026-08-21", 0.745], ["2026-08-22", 0.7055], ["2026-08-23", 0.736], ["2026-08-24", 0.7204999999999999], ["2026-08-25", 0.6645], ["2026-08-27", 0.69], ["2026-08-28", 0.658], ["2026-08-29", 0.726], ["2026-08-29", 0.7145], ["2026-08-30", 0.7155], ["2026-09-01", 0.72], ["2026-09-01", 0.7305], ["2026-09-02", 0.6582222222222223], ["2026-09-03", 0.7535], ["2026-09-04", 0.7055], ["2026-09-05", 0.6749999999999999], ["2026-09-06", 0.691], ["2026-09-07", 0.6675], ["2026-09-08", 0.69], ["2026-09-09", 0.6869999999999999], ["2026-09-10", 0.6735], ["2026-09-11", 0.633], ["2026-09-12", 0.8045], ["2026-09-13", 0.8045], ["2026-09-14", 0.8045], ["2026-09-15", 0.8045], ["2026-09-16", 0.8045], ["2026-09-17", 0.8045]], "breaks": [13, 18], "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 2026-09-18", "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-073123morph2fbf16", "provider": "morph/bf16", "base": "morph", "providerSlug": "morph", "model": "deepseek/deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "methods": ["b3it"], "first": "2026-08-19", "last": "2026-09-14", "last_query": "2026-09-14", "n_changes": 1, "lt": null, "b3it": {"tv": [["2026-08-19", 0.18743362193362192], ["2026-08-20", 0.3753790970933828], ["2026-08-21", 0.19256493506493508], ["2026-08-22", 0.14045392702535558], ["2026-08-23", 0.15673160173160172], ["2026-08-24", 0.2187721088435374], ["2026-08-25", 0.1660160791589363], ["2026-08-27", 0.1334987631416203], ["2026-08-28", 0.24260595753452896], ["2026-08-29", 0.2892209853638425], ["2026-08-29", 0.1666772830344259], ["2026-08-30", 0.16775788497217067], ["2026-09-01", 0.2045391671820243], ["2026-09-01", 0.19900999793856936], ["2026-09-02", 0.2970748299319728], ["2026-09-03", 0.21915532879818594], ["2026-09-04", 0.15535229849515564], ["2026-09-05", 0.3446154401154401], ["2026-09-06", 0.15209565038136466], ["2026-09-07", 0.26754091939806224], ["2026-09-08", 0.152498556998557], ["2026-09-09", 0.23535827664399092], ["2026-09-10", 0.2795240156668728], ["2026-09-11", 0.20378272521129664], ["2026-09-12", 0.8234545454545454], ["2026-09-13", 0.8234545454545454], ["2026-09-14", 0.8234545454545454]], "breaks": [7, 12], "changes": [{"date": "2026-09-12", "shiftTV": 0.609}]}, "status": {"lt": "pending", "bi": "retired:no_bis", "headline": "retired", "headlines": ["retired"], "ltCopy": "This endpoint has not been evaluated for tracking yet.", "biCopy": "Monitoring was retired: we could not find enough border inputs for this endpoint.", "ltDetail": null, "biDetail": "since 2026-09-14", "reason": "Monitoring was retired: we could not find enough border inputs for this endpoint (since 2026-09-14)."}}, {"slug": "z-ai2fglm-5.223morph", "provider": "morph", "base": "morph", "providerSlug": "morph", "model": "z-ai/glm-5.2", "modelSlug": "z-ai2fglm-5.2", "methods": ["b3it"], "first": "2026-07-17", "last": "2026-08-28", "last_query": "2026-09-05", "n_changes": 1, "lt": null, "b3it": {"tv": [["2026-07-17", 0.13999999999999999], ["2026-07-18", 0.143], ["2026-07-19", 0.142], ["2026-07-20", 0.167], ["2026-07-21", 0.2115], ["2026-07-22", 0.166], ["2026-07-23", 0.17200000000000001], ["2026-07-24", 0.232], ["2026-07-25", 0.1855], ["2026-07-26", 0.221], ["2026-07-27", 0.34950000000000003], ["2026-07-28", 0.40700000000000003], ["2026-07-29", 0.1265], ["2026-08-02", 0.1465], ["2026-08-03", 0.1785], ["2026-08-04", 0.34850000000000003], ["2026-08-05", 0.1845], ["2026-08-07", 0.1895], ["2026-08-07", 0.2085], ["2026-08-08", 0.1655], ["2026-08-09", 0.251], ["2026-08-10", 0.17099999999999999], ["2026-08-11", 0.1395], ["2026-08-12", 0.148], ["2026-08-13", 0.189], ["2026-08-14", 0.158], ["2026-08-15", 0.151], ["2026-08-16", 0.248], ["2026-08-17", 0.20171825396825396], ["2026-08-18", 0.15], ["2026-08-19", 0.187], ["2026-08-20", 0.17], ["2026-08-21", 0.1765], ["2026-08-22", 0.20199999999999999], ["2026-08-23", 0.163], ["2026-08-24", 0.1745], ["2026-08-25", 0.395], ["2026-08-27", 0.41000000000000003], ["2026-08-28", 0.4145]], "breaks": [13, 17, 37], "changes": [{"date": "2026-08-25", "shiftTV": 0.213}]}, "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 2026-09-05", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-05)."}}, {"slug": "z-ai2fglm-5.223morph2ffp4", "provider": "morph/fp4", "base": "morph", "providerSlug": "morph", "model": "z-ai/glm-5.2", "modelSlug": "z-ai2fglm-5.2", "methods": ["b3it"], "first": "2026-08-13", "last": "2026-08-28", "last_query": "2026-09-05", "n_changes": 0, "lt": null, "b3it": {"tv": [["2026-08-13", 0.1455], ["2026-08-14", 0.174], ["2026-08-15", 0.2195], ["2026-08-16", 0.3135], ["2026-08-17", 0.15421031746031746], ["2026-08-18", 0.20099999999999998], ["2026-08-19", 0.164], ["2026-08-20", 0.173], ["2026-08-21", 0.182], ["2026-08-22", 0.16749999999999998], ["2026-08-23", 0.16599999999999998], ["2026-08-24", 0.17800000000000002], ["2026-08-25", 0.2555], ["2026-08-27", 0.2125], ["2026-08-28", 0.1695]], "breaks": [13], "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 2026-09-05", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-05)."}}, {"slug": "google2fgemma-4-31b-it23morph2ffp4", "provider": "morph/fp4", "base": "morph", "providerSlug": "morph", "model": "google/gemma-4-31b-it", "modelSlug": "google2fgemma-4-31b-it", "methods": ["lt", "b3it"], "first": "2026-07-22", "last": "2026-08-18", "last_query": "2026-08-25", "n_changes": 0, "lt": {"drift": [["2026-07-22", 0.0772], ["2026-07-23", 0.2766], ["2026-07-24", 0.2619], ["2026-07-25", 0.0774], ["2026-07-26", 0.1222], ["2026-07-27", 0.143], ["2026-07-28", 0.2383], ["2026-07-29", 0.0791], ["2026-07-30", 0.091], ["2026-07-31", 0.1009], ["2026-08-01", 0.0784], ["2026-08-02", 0.243], ["2026-08-03", 0.1547], ["2026-08-04", 0.2339], ["2026-08-05", 0.1755], ["2026-08-06", 0.3467], ["2026-08-07", 0.3511], ["2026-08-08", 0.4608], ["2026-08-09", 0.6176], ["2026-08-10", 0.396], ["2026-08-11", 0.408], ["2026-08-12", 0.5014], ["2026-08-13", 0.269], ["2026-08-14", 0.0957], ["2026-08-15", 0.0667], ["2026-08-16", 0.1174], ["2026-08-17", 0.2908], ["2026-08-18", 0.3537]], "breaks": [], "changes": []}, "b3it": {"tv": [["2026-07-24", 0.254], ["2026-07-25", 0.11249999999999999], ["2026-07-26", 0.2265], ["2026-07-27", 0.226], ["2026-07-28", 0.213], ["2026-07-29", 0.3615], ["2026-08-02", 0.327], ["2026-08-03", 0.3595], ["2026-08-04", 0.343], ["2026-08-05", 0.35150000000000003], ["2026-08-07", 0.4015], ["2026-08-07", 0.37633333333333335], ["2026-08-08", 0.466], ["2026-08-09", 0.249], ["2026-08-10", 0.51], ["2026-08-11", 0.2535], ["2026-08-12", 0.34], ["2026-08-13", 0.2615], ["2026-08-14", 0.41000000000000003], ["2026-08-15", 0.42700000000000005], ["2026-08-16", 0.377], ["2026-08-17", 0.43833333333333335], ["2026-08-18", 0.52]], "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": "deepseek2fdeepseek-v4-flash23morph", "provider": "morph", "base": "morph", "providerSlug": "morph", "model": "deepseek/deepseek-v4-flash", "modelSlug": "deepseek2fdeepseek-v4-flash", "methods": ["lt", "b3it"], "first": "2026-06-22", "last": "2026-08-11", "last_query": "2026-08-17", "n_changes": 2, "lt": {"drift": [["2026-06-22", 0.9965], ["2026-06-23", 1.0258], ["2026-06-24", 0.9063], ["2026-06-25", 0.929], ["2026-06-26", 0.8993], ["2026-06-27", 0.7567], ["2026-06-28", 0.7038], ["2026-06-29", 0.4209], ["2026-06-30", 0.198], ["2026-07-01", 0.2575], ["2026-07-02", 0.3513], ["2026-07-03", 0.2895], ["2026-07-04", 0.374], ["2026-07-05", 0.2541], ["2026-07-06", 0.3057], ["2026-07-07", 0.3758], ["2026-07-08", 0.1805], ["2026-07-09", 0.4564], ["2026-07-10", 0.2377], ["2026-07-11", 0.1922], ["2026-07-12", 0.2144], ["2026-07-13", 0.2075], ["2026-07-14", 0.2865], ["2026-07-15", 0.2753], ["2026-07-16", 0.26], ["2026-07-17", 0.2537], ["2026-07-18", 0.2041], ["2026-07-19", 0.2175], ["2026-07-20", 0.2754], ["2026-07-21", 0.3394], ["2026-07-22", 0.3581], ["2026-07-23", 0.2944], ["2026-07-24", 0.2584], ["2026-07-25", 0.1982], ["2026-07-26", 0.1677], ["2026-07-27", 0.2211], ["2026-07-28", 0.2313], ["2026-07-29", 0.3116], ["2026-07-30", 0.4567], ["2026-07-31", 0.221], ["2026-08-01", 1.4159], ["2026-08-02", 1.6136], ["2026-08-03", 1.5203], ["2026-08-04", 1.4613], ["2026-08-05", 1.5769], ["2026-08-06", 1.6868], ["2026-08-07", 1.6062], ["2026-08-08", 1.4502], ["2026-08-09", 1.5543], ["2026-08-10", 1.5131], ["2026-08-11", 1.6174]], "breaks": [], "changes": [{"date": "2026-08-01", "shift": 1.2962}]}, "b3it": {"tv": [["2026-07-06", 0.3015], ["2026-07-07", 0.2565], ["2026-07-08", 0.265], ["2026-07-09", 0.2395], ["2026-07-10", 0.23900000000000002], ["2026-07-11", 0.2395], ["2026-07-12", 0.28150000000000003], ["2026-07-13", 0.257], 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stopped.", "biCopy": "Monitoring was retired: the endpoint stopped yielding usable samples.", "ltDetail": null, "biDetail": "since 2026-08-17", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped."}}]}, "n_endpoints": 14, "n_active": 7, "n_models": 9, "n_variants": 4, "first": "2026-06-22", "last": "2026-10-15", "lt": {"endpoints": 6, "years": 0.72, "changes": 1, "rate": 1.39, "ci": [0.0, 4.11]}, "b3it": {"endpoints": 11, "years": 0.77, "changes": 4, "rate": 5.18, "ci": [0.1, 10.26]}, "variants": [{"name": "", "n_endpoints": 6, "lt": {"endpoints": 2, "years": 0.39, "changes": 1, "rate": null, "ci": null}, "b3it": {"endpoints": 5, "years": 0.44, "changes": 3, "rate": null, "ci": null}}, {"name": "fp8", "n_endpoints": 5, "lt": {"endpoints": 3, "years": 0.25, "changes": 0, "rate": null, "ci": null}, "b3it": {"endpoints": 3, "years": 0.15, "changes": 0, "rate": null, "ci": null}}, {"name": "fp4", "n_endpoints": 2, "lt": {"endpoints": 1, 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0.318, 0.215, 0.214, 0.247, 0.268, 0.229, 0.246, 0.339, 0.326, 0.228, 0.194, 0.271, 0.339, 1.416, 1.567, 1.519, 1.647, 1.502, 1.565], "changeFracs": [0.808, 0.838], "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": "deepseek2fdeepseek-v4-flash-073123morph2fbf16", "model": "deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "org": "deepseek", "provider": "morph/bf16", "providerSlug": "morph", "methods": ["b3it"], "status": "retired", "lastChange": "2026-09-12", "recent": true, "nChanges": 1, "trace": [0.187, 0.375, 0.193, 0.14, 0.157, 0.219, 0.166, 0.133, 0.243, 0.289, 0.167, 0.168, 0.205, 0.199, 0.297, 0.219, 0.155, 0.345, 0.152, 0.268, 0.152, 0.235, 0.28, 0.204, 0.823, 0.823, 0.823], "changeFracs": [0.922], "headline": "retired", "headlines": ["retired"], "ltStatus": "pending", "biStatus": 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"lastChange": "2026-08-25", "recent": true, "nChanges": 1, "trace": [0.14, 0.143, 0.154, 0.211, 0.166, 0.202, 0.185, 0.285, 0.407, 0.127, 0.162, 0.349, 0.187, 0.208, 0.166, 0.211, 0.14, 0.168, 0.158, 0.151, 0.225, 0.15, 0.178, 0.176, 0.202, 0.169, 0.395, 0.412], "changeFracs": [0.944], "headline": "retired", "headlines": ["retired"], "ltStatus": "pending", "biStatus": "retired:stalled", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-05)."}, {"slug": "deepseek2fdeepseek-v4-flash-073123morph", "model": "deepseek-v4-flash-0731", "modelSlug": "deepseek2fdeepseek-v4-flash-0731", "org": "deepseek", "provider": "morph", "providerSlug": "morph", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.685, 0.683, 0.738, 0.673, 0.702, 0.697, 0.706, 0.706, 0.736, 0.72, 0.677, 0.658, 0.726, 0.715, 0.72, 0.731, 0.658, 0.73, 0.675, 0.691, 0.679, 0.687, 0.673, 0.633, 0.804, 0.804, 0.804, 0.804], "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 2026-09-18)."}, {"slug": "deepseek2fdeepseek-v4.1-flash23morph2ffp8", "model": "deepseek-v4.1-flash", "modelSlug": "deepseek2fdeepseek-v4.1-flash", "org": "deepseek", "provider": "morph/fp8", "providerSlug": "morph", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.26, 0.246, 0.283, 0.244, 0.203, 0.213, 0.292, 0.216, 0.146, 0.164, 0.296], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "no_logprobs", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "google2fgemma-4-31b-it23morph2ffp4", "model": "gemma-4-31b-it", "modelSlug": "google2fgemma-4-31b-it", "org": "google", "provider": "morph/fp4", "providerSlug": "morph", "methods": ["lt", "b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.077, 0.277, 0.262, 0.077, 0.122, 0.143, 0.238, 0.079, 0.091, 0.101, 0.078, 0.243, 0.155, 0.234, 0.175, 0.347, 0.351, 0.461, 0.618, 0.396, 0.408, 0.501, 0.269, 0.096, 0.067, 0.117, 0.291, 0.354], "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": "z-ai2fglm-5.223morph2ffp4", "model": "glm-5.2", "modelSlug": "z-ai2fglm-5.2", "org": "z-ai", "provider": "morph/fp4", "providerSlug": "morph", "methods": ["b3it"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.145, 0.174, 0.22, 0.314, 0.154, 0.201, 0.164, 0.173, 0.182, 0.167, 0.166, 0.178, 0.256, 0.212, 0.17], "changeFracs": [], "headline": "retired", "headlines": ["retired"], "ltStatus": "pending", "biStatus": "retired:stalled", "reason": "Monitoring was retired: the endpoint stopped yielding usable samples (since 2026-09-05)."}, {"slug": "z-ai2fglm-5.223morph2ffp8", "model": "glm-5.2", "modelSlug": "z-ai2fglm-5.2", "org": "z-ai", "provider": "morph/fp8", "providerSlug": "morph", "methods": ["lt", "b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.461, 0.382, 0.492, 0.413, 0.523, 0.464, 0.437, 0.465, 0.429, 0.587, 0.43, 0.362, 0.488, 0.618, 0.587], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "monitoring", "reason": "This endpoint is actively tracked."}, {"slug": "z-ai2fglm-5.323morph2ffp8", "model": "glm-5.3", "modelSlug": "z-ai2fglm-5.3", "org": "z-ai", "provider": "morph/fp8", "providerSlug": "morph", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.194, 0.242, 0.247, 0.418, 0.274, 0.325, 0.344, 0.363, 0.384, 0.359, 0.356, 0.427, 0.318, 0.41, 0.327, 0.402, 0.374, 0.388], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "probe_failed", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "z-ai2fglm-5.3-flash23morph", "model": "glm-5.3-flash", "modelSlug": "z-ai2fglm-5.3-flash", "org": "z-ai", "provider": "morph", "providerSlug": "morph", "methods": ["b3it"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.212, 0.165, 0.364, 0.215, 0.165, 0.384, 0.247, 0.216, 0.232, 0.229, 0.268, 0.245, 0.294, 0.163, 0.197, 0.269, 0.272, 0.255, 0.222, 0.288, 0.261, 0.326, 0.254, 0.236, 0.21], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "pending", "biStatus": "monitoring", "reason": "This endpoint is actively monitored through its border inputs."}, {"slug": "moonshotai2fkimi-k323morph2ffp8", "model": "kimi-k3", "modelSlug": "moonshotai2fkimi-k3", "org": "moonshotai", "provider": "morph/fp8", "providerSlug": "morph", "methods": ["lt"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.19, 0.21, 0.132, 0.145, 0.144, 0.152, 1.182, 0.364, 0.135, 0.086, 0.089, 0.092, 0.101, 0.104, 0.11, 0.096, 0.104], "changeFracs": [], "headline": "tracked", "headlines": ["tracked"], "ltStatus": "tracked", "biStatus": "not_selected", "reason": "This endpoint is actively tracked."}, {"slug": "morph2fmorph-v3-large23morph", "model": "morph-v3-large", "modelSlug": "morph2fmorph-v3-large", "org": "morph", "provider": "morph", "providerSlug": "morph", "methods": ["lt"], "status": "retired", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.275, 0.095, 0.109, 0.13, 0.148, 0.141, 0.162, 0.162, 0.191, 0.112, 0.21, 0.131, 0.195, 0.13, 0.105, 0.207, 0.169, 0.141, 0.08, 0.105, 0.137, 0.104, 0.122, 0.092, 0.176, 0.433, 0.528, 0.456], "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": "morph2fmorph-v3-large23morph2ffp8", "model": "morph-v3-large", "modelSlug": "morph2fmorph-v3-large", "org": "morph", "provider": "morph/fp8", "providerSlug": "morph", "methods": ["lt"], "status": "stable", "lastChange": null, "recent": false, "nChanges": 0, "trace": [0.114, 0.076, 0.112, 0.093, 0.102, 0.093, 0.108, 0.079, 0.039, 0.144, 0.405, 0.187, 0.531, 0.522, 0.513, 0.436, 0.391, 0.513, 0.416, 0.52, 0.501, 0.466, 0.503, 0.436, 0.513, 0.427, 0.501, 0.507], "changeFracs": [], "headline": "retired", "headlines": ["retired", "too_expensive"], "ltStatus": "stalled", "biStatus": "too_expensive", "reason": "We tracked this endpoint's logprobs, but its recent queries all failed, so tracking stopped. This endpoint costs more than our tracking budget allows."}, {"slug": "morph2fmorph-v3-fast23morph", "model": "morph-v3-fast", "modelSlug": "morph2fmorph-v3-fast", "org": "morph", "provider": "morph", "providerSlug": "morph", "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": "z-ai2fglm-5.3-flash23morph2ffp8", "model": "glm-5.3-flash", "modelSlug": "z-ai2fglm-5.3-flash", "org": "z-ai", "provider": "morph/fp8", "providerSlug": "morph", "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 2026-08-28). This endpoint claims logprob support, but our probe could not obtain usable logprobs (No logprobs returned)."}]}