diff --git a/packages/models/catalog.json b/packages/models/catalog.json
index 41619e8..8fdb40f 100644
--- a/packages/models/catalog.json
+++ b/packages/models/catalog.json
@@ -1,6 +1,6 @@
 {
   "schema": 2,
-  "transcribeCpp": "0.4.0",
+  "transcribeCpp": "0.4.1",
   "methodology": {
     "dictationSeconds": 30,
     "freeWaitSeconds": 3,
@@ -38,7 +38,7 @@
       "repository": "handy-computer/parakeet-unified-en-0.6b-gguf",
       "revision": "7e948f21b7bdbac698d3318db9d350f1096f3b6c",
       "previousRevisions": [],
-      "license": "cc-by-4.0",
+      "license": "other",
       "family": "parakeet",
       "parameters": "618M",
       "languages": [
@@ -791,7 +791,7 @@
       "revision": "2b0b44d0d6c8b94a2e4f04a2cf3ec6a5c054463b",
       "previousRevisions": [],
       "license": "apache-2.0",
-      "family": "granite5_ctc",
+      "family": "granite_speech5_ctc",
       "parameters": "473M",
       "languages": [
         "en"
@@ -1178,9 +1178,11 @@
       "name": "Whisper Large v3 Turbo",
       "description": "Accurate in many languages. Slow without a GPU",
       "repository": "handy-computer/whisper-large-v3-turbo-gguf",
-      "revision": "5eaf945c7978e564bae5b28a5b1639dd93c2bfb1",
-      "previousRevisions": [],
-      "license": "apache-2.0",
+      "revision": "18ada752005f5fddef499256f9a458d0b37a203a",
+      "previousRevisions": [
+        "5eaf945c7978e564bae5b28a5b1639dd93c2bfb1"
+      ],
+      "license": "mit",
       "family": "whisper",
       "parameters": "809M",
       "languages": [
@@ -1289,13 +1291,13 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": true,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
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+        "Q6_K": {"filename": "whisper-large-v3-turbo-Q6_K.gguf", "size": 692536896, "sha256": "b8b4d57e1a6fc49bcd7843faadf224c27cb27707e13db7e6dbfbfffe39878103"},
+        "Q5_K_M": {"filename": "whisper-large-v3-turbo-Q5_K_M.gguf", "size": 619628096, "sha256": "06fc9923c09fb3ae878ea12c34d1be3ed18fad039ab14b4b045c7b6c40af56b2"},
+        "Q4_K_M": {"filename": "whisper-large-v3-turbo-Q4_K_M.gguf", "size": 536069696, "sha256": "c6e172d0074f0fa9440b88247854b50643cd4bb58b8515c797bbed16d858c7df"}
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     {
@@ -1695,7 +1697,7 @@
       "revision": "fb8091e2c1e50ef67d3e795ee9f84d703343d7c5",
       "previousRevisions": [],
       "license": "cc-by-nc-sa-4.0",
-      "family": "granite5_ctc",
+      "family": "granite_speech5_ctc",
       "parameters": "473M",
       "languages": [
         "en"
@@ -1873,9 +1875,11 @@
       "name": "Moonshine Base Arabic",
       "description": "",
       "repository": "handy-computer/moonshine-base-ar-gguf",
-      "revision": "1ae85af52b16eac8bcebda0287e6195ed1956e86",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "05f839ce58ee34eef666fb9725e2ef83dd81bb09",
+      "previousRevisions": [
+        "1ae85af52b16eac8bcebda0287e6195ed1956e86"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "62M",
       "languages": [
@@ -1885,11 +1889,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
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     {
@@ -1897,9 +1901,11 @@
       "name": "Moonshine Base Japanese",
       "description": "",
       "repository": "handy-computer/moonshine-base-ja-gguf",
-      "revision": "aac5cfff17ae28b6f17ae790a3e309ae0ca5911c",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "1674f5f93b7655000951d25d496dcfac947b3968",
+      "previousRevisions": [
+        "aac5cfff17ae28b6f17ae790a3e309ae0ca5911c"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "62M",
       "languages": [
@@ -1909,11 +1915,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
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+        "F32": {"filename": "moonshine-base-ja-F32.gguf", "size": 247657152, "sha256": "81676e6fbfaeead6372510b816e67a2fc6c52c165a1a83b8722925e12d157fec"},
+        "F16": {"filename": "moonshine-base-ja-F16.gguf", "size": 131789504, "sha256": "02501243bf4ffed4bdbe9d86cf19e693c6893e515d3a18614cdaba0b0d7a7ae2"},
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     {
@@ -1921,9 +1927,11 @@
       "name": "Moonshine Base Korean",
       "description": "",
       "repository": "handy-computer/moonshine-base-ko-gguf",
-      "revision": "03813c71abe85b40cd0671d3cfa420e831d7e333",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "f18fb612b8ec33fc50a7afdb69a1fed9cb3ef46d",
+      "previousRevisions": [
+        "03813c71abe85b40cd0671d3cfa420e831d7e333"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "62M",
       "languages": [
@@ -1933,11 +1941,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
       "files": {
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+        "F32": {"filename": "moonshine-base-ko-F32.gguf", "size": 247657152, "sha256": "a854be12522c7f01e87a4a11220e89ee5f4bef2b5c2cdbcaa464cf2622a98d26"},
+        "F16": {"filename": "moonshine-base-ko-F16.gguf", "size": 131789504, "sha256": "c1f7689b361dbbaa1081f0c25fac4d4c3e51352c17b20f4ac77762f5e52e9aae"},
+        "Q8_0": {"filename": "moonshine-base-ko-Q8_0.gguf", "size": 77476544, "sha256": "f500024f8362c84baab53067d5b2946afbeec9d170ffc348d75690ca051a799f"}
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     },
     {
@@ -1945,9 +1953,11 @@
       "name": "Moonshine Base Ukrainian",
       "description": "",
       "repository": "handy-computer/moonshine-base-uk-gguf",
-      "revision": "d6ec586909c5209c0c17243dc4f5e55164f85dfb",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "ab049e2593f5752db27e12d5d560a60082f1be8f",
+      "previousRevisions": [
+        "d6ec586909c5209c0c17243dc4f5e55164f85dfb"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "62M",
       "languages": [
@@ -1957,11 +1967,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
       "files": {
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+        "F32": {"filename": "moonshine-base-uk-F32.gguf", "size": 247657152, "sha256": "a4caa4372bc752f451ed6639b5c9fa95f9643d70ee8fb7c1487e668dcbf444fd"},
+        "F16": {"filename": "moonshine-base-uk-F16.gguf", "size": 131789504, "sha256": "b1a2b81fa2cc0f867944f6c781df29af53ed5e88c9bb56668653b5ca50b1096e"},
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     },
     {
@@ -1969,9 +1979,11 @@
       "name": "Moonshine Base Vietnamese",
       "description": "",
       "repository": "handy-computer/moonshine-base-vi-gguf",
-      "revision": "76ccec93f5854ae16d2dab72d5b762fe10c0df81",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "9350464011cc379a91bfdcff6b63c150681320ec",
+      "previousRevisions": [
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+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "62M",
       "languages": [
@@ -1981,11 +1993,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
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     {
@@ -1993,9 +2005,11 @@
       "name": "Moonshine Base Chinese",
       "description": "",
       "repository": "handy-computer/moonshine-base-zh-gguf",
-      "revision": "64385c681d79767be73ce8591b4609854ac750c9",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "0af85e91f10c82328194ee8fd0062c88b7045a30",
+      "previousRevisions": [
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+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "62M",
       "languages": [
@@ -2005,11 +2019,11 @@
       "quant": "Q8_0",
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       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
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     {
@@ -2113,9 +2127,11 @@
       "name": "Moonshine Tiny Arabic",
       "description": "",
       "repository": "handy-computer/moonshine-tiny-ar-gguf",
-      "revision": "2360cb6893cb523da51875eaffc8050d2ca7b56d",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "797a90bdb410bb11bee3fc44f0e13b79836ca93c",
+      "previousRevisions": [
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+      "license": "other",
       "family": "moonshine",
       "parameters": "27M",
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@@ -2125,11 +2141,11 @@
       "quant": "Q8_0",
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@@ -2137,9 +2153,11 @@
       "name": "Moonshine Tiny Japanese",
       "description": "",
       "repository": "handy-computer/moonshine-tiny-ja-gguf",
-      "revision": "627aae63193d6c47cbdf316346119dcdc65d9b0d",
-      "previousRevisions": [],
-      "license": "mit",
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       "family": "moonshine",
       "parameters": "27M",
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@@ -2149,11 +2167,11 @@
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       }
     },
     {
@@ -2161,9 +2179,11 @@
       "name": "Moonshine Tiny Korean",
       "description": "",
       "repository": "handy-computer/moonshine-tiny-ko-gguf",
-      "revision": "b858a303948b69c8b2442f700e936a07ba5f64da",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "d090db2d9467b0c4cb91b9112b2da2d337a23ecc",
+      "previousRevisions": [
+        "b858a303948b69c8b2442f700e936a07ba5f64da"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "27M",
       "languages": [
@@ -2173,11 +2193,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
       "files": {
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+        "F16": {"filename": "moonshine-tiny-ko-F16.gguf", "size": 59244256, "sha256": "b3713566e68e60baa926982b8c5571fd453a43c209f49ca508b5bfcd67cd8af9"},
+        "Q8_0": {"filename": "moonshine-tiny-ko-Q8_0.gguf", "size": 35466976, "sha256": "8f237a01aca8c89b85c88b3483f31a21d26e997477cb2bd410daadaede05d7a9"}
       }
     },
     {
@@ -2185,9 +2205,11 @@
       "name": "Moonshine Tiny Ukrainian",
       "description": "",
       "repository": "handy-computer/moonshine-tiny-uk-gguf",
-      "revision": "b4c991eb4223caa4de770843185476b0c86056b4",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "da669450485c6ba60a2e33cf7d0d17e85c2dd523",
+      "previousRevisions": [
+        "b4c991eb4223caa4de770843185476b0c86056b4"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "27M",
       "languages": [
@@ -2197,11 +2219,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
       "files": {
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+        "F32": {"filename": "moonshine-tiny-uk-F32.gguf", "size": 109969120, "sha256": "2fdd9bc257cd20d06d369061eb76b780adc9e59c6f3dbceb841e352af1d4159f"},
+        "F16": {"filename": "moonshine-tiny-uk-F16.gguf", "size": 59244256, "sha256": "de14b3ac235b4f57a8c4dde33fff011b8bdfcbff443e84be9999a7d755255177"},
+        "Q8_0": {"filename": "moonshine-tiny-uk-Q8_0.gguf", "size": 35466976, "sha256": "748eeee3a5892022e47c9fb30fd5d4089e335851fbd5728c2991bc6f3836353f"}
       }
     },
     {
@@ -2209,9 +2231,11 @@
       "name": "Moonshine Tiny Vietnamese",
       "description": "",
       "repository": "handy-computer/moonshine-tiny-vi-gguf",
-      "revision": "d97be0111a74a9058689beacc05b38969d2b68aa",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "4944164bf4fd69452ece61247f4a673de51e5a44",
+      "previousRevisions": [
+        "d97be0111a74a9058689beacc05b38969d2b68aa"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "27M",
       "languages": [
@@ -2221,11 +2245,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
       "files": {
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+        "F32": {"filename": "moonshine-tiny-vi-F32.gguf", "size": 109969120, "sha256": "a9255530bf5fca2057990bfa9ebebe1d1dcda45825917382c901b766d5b81281"},
+        "F16": {"filename": "moonshine-tiny-vi-F16.gguf", "size": 59244256, "sha256": "c3d2c789cac625cd8591ffb5fabe26b522b3d438c3a8c01b1697b1f3d344381f"},
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       }
     },
     {
@@ -2233,9 +2257,11 @@
       "name": "Moonshine Tiny Chinese",
       "description": "",
       "repository": "handy-computer/moonshine-tiny-zh-gguf",
-      "revision": "2aca379ba0dc978d878b84b76231d5ba5550e738",
-      "previousRevisions": [],
-      "license": "mit",
+      "revision": "6dbc7db4b3bc8aec307df4302f26f2fc7b30daee",
+      "previousRevisions": [
+        "2aca379ba0dc978d878b84b76231d5ba5550e738"
+      ],
+      "license": "other",
       "family": "moonshine",
       "parameters": "27M",
       "languages": [
@@ -2245,11 +2271,11 @@
       "quant": "Q8_0",
       "role": "asr",
       "curated": false,
-      "minEngine": "0.2.4",
+      "minEngine": "0.4.1",
       "files": {
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+        "F32": {"filename": "moonshine-tiny-zh-F32.gguf", "size": 109969120, "sha256": "28053ddcce6b79bffa6fe85462aae71b30a8c87833d83c226907b78da8facec8"},
+        "F16": {"filename": "moonshine-tiny-zh-F16.gguf", "size": 59244256, "sha256": "5fc54e2e7a8301fd2f2ef1f9bcff56e2f99c5ec22778479e249a227b45cc6d18"},
+        "Q8_0": {"filename": "moonshine-tiny-zh-Q8_0.gguf", "size": 35466976, "sha256": "3dbe630122d3c90a332da35942c09fc4ef1b320e3e6539c0f10faa6ae1a22121"}
       }
     },
     {
@@ -3512,37 +3538,37 @@
     },
     "Fun-ASR-MLT-Nano-2512": {
       "accuracy": {
-        "ar": {"error": 25.79, "ciLower": 24.27},
-        "bg": {"error": 84.98, "ciLower": 81.46},
-        "cs": {"error": 53.56, "ciLower": 51.65},
-        "da": {"error": 69.93, "ciLower": 68.45},
-        "el": {"error": 103.55, "ciLower": 101.64},
-        "en": {"error": 4.9, "ciLower": 4.4},
-        "et": {"error": 64.22, "ciLower": 62.44},
-        "fi": {"error": 68.16, "ciLower": 66.48},
-        "fil": {"error": 15.62, "ciLower": 14.78},
-        "ga": {"error": 100.08, "ciLower": 97.48},
-        "hi": {"error": 43.96, "ciLower": 39.95},
-        "hr": {"error": 61.07, "ciLower": 58.92},
-        "hu": {"error": 113.21, "ciLower": 110.7},
-        "id": {"error": 7.52, "ciLower": 6.85},
-        "ja": {"error": 2.32, "ciLower": 2.01},
-        "ko": {"error": 5.2, "ciLower": 4.21},
-        "lt": {"error": 78.42, "ciLower": 76.74},
-        "lv": {"error": 56.71, "ciLower": 55.13},
-        "ms": {"error": 9.92, "ciLower": 9.01},
-        "mt": {"error": 91.71, "ciLower": 90.91},
-        "nl": {"error": 42.97, "ciLower": 41.38},
-        "pl": {"error": 59.34, "ciLower": 57.63},
-        "pt": {"error": 28.24, "ciLower": 26.85},
-        "ro": {"error": 74.39, "ciLower": 72.46},
-        "sk": {"error": 64.01, "ciLower": 62.69},
-        "sl": {"error": 75.22, "ciLower": 73.63},
-        "sv": {"error": 75.36, "ciLower": 72.22},
-        "th": {"error": 7.99, "ciLower": 7.2},
-        "vi": {"error": 8.32, "ciLower": 7.7},
-        "yue": {"error": 12.72, "ciLower": 11.82},
-        "zh": {"error": 8.64, "ciLower": 7.7}
+        "ar": {"error": 25.88, "ciLower": 24.28},
+        "bg": {"error": 55.78, "ciLower": 54.02},
+        "cs": {"error": 48.7, "ciLower": 47},
+        "da": {"error": 55.94, "ciLower": 54.54},
+        "el": {"error": 100.43, "ciLower": 98.03},
+        "en": {"error": 5.02, "ciLower": 4.55},
+        "et": {"error": 61.09, "ciLower": 59.79},
+        "fi": {"error": 65.77, "ciLower": 64.46},
+        "fil": {"error": 14.29, "ciLower": 13.54},
+        "ga": {"error": 95.78, "ciLower": 95.12},
+        "hi": {"error": 23.07, "ciLower": 20.9},
+        "hr": {"error": 67.52, "ciLower": 65.39},
+        "hu": {"error": 110.75, "ciLower": 108.48},
+        "id": {"error": 7.32, "ciLower": 6.62},
+        "ja": {"error": 2.1, "ciLower": 1.8},
+        "ko": {"error": 5.41, "ciLower": 4.38},
+        "lt": {"error": 75.25, "ciLower": 74.08},
+        "lv": {"error": 52.14, "ciLower": 50.75},
+        "ms": {"error": 9.11, "ciLower": 8.38},
+        "mt": {"error": 89.25, "ciLower": 88.37},
+        "nl": {"error": 42.36, "ciLower": 40.55},
+        "pl": {"error": 52.34, "ciLower": 50.88},
+        "pt": {"error": 22.23, "ciLower": 21.21},
+        "ro": {"error": 67.83, "ciLower": 66.23},
+        "sk": {"error": 60.13, "ciLower": 58.77},
+        "sl": {"error": 72.73, "ciLower": 70.8},
+        "sv": {"error": 71.6, "ciLower": 69.47},
+        "th": {"error": 7.28, "ciLower": 6.56},
+        "vi": {"error": 8.22, "ciLower": 7.62},
+        "yue": {"error": 8.39, "ciLower": 7.74},
+        "zh": {"error": 7.33, "ciLower": 6.42}
       },
       "performance": {"accelerated": 8.835, "cpu": 5.47}
     },
@@ -3601,13 +3627,13 @@
       "accuracy": {
         "ru": {"error": 5.53, "ciLower": 5.01}
       },
-      "performance": {"accelerated": 35.375, "cpu": 11.455}
+      "performance": {"accelerated": 33.91, "cpu": 18.225}
     },
     "gigaam-v3-e2e-rnnt": {
       "accuracy": {
         "ru": {"error": 5.35, "ciLower": 4.85}
       },
-      "performance": {"accelerated": 15.02, "cpu": 7.875}
+      "performance": {"accelerated": 14.73, "cpu": 10.675}
     },
     "granite-speech-5.0-470m-turboctc": {
       "accuracy": {
@@ -3994,13 +4020,13 @@
       "accuracy": {
         "ru": {"error": 8.42, "ciLower": 7.64}
       },
-      "performance": {"accelerated": 39.77, "cpu": 11.825}
+      "performance": {"accelerated": 37.49, "cpu": 19.615}
     },
     "gigaam-v3-rnnt": {
       "accuracy": {
         "ru": {"error": 8.07, "ciLower": 7.34}
       },
-      "performance": {"accelerated": 26.74, "cpu": 10.34}
+      "performance": {"accelerated": 25.605, "cpu": 15.63}
     },
     "granite-4.0-1b-speech": {
       "accuracy": {
diff --git a/packages/models/curation.yaml b/packages/models/curation.yaml
index 1aef078..42daa6c 100644
--- a/packages/models/curation.yaml
+++ b/packages/models/curation.yaml
@@ -7,7 +7,7 @@
 
 # The transcribe.cpp release the facts and benchmarks come from. Use the
 # engine version the apps ship: benchmarks can change with engine behaviour.
-transcribeCpp: v0.4.0
+transcribeCpp: v0.4.1
 
 # Where recommendation numbers come from. Accuracy and the default download
 # are always the same quant, so a grade describes the file users get.
diff --git a/packages/models/package-lock.json b/packages/models/package-lock.json
index 38dc50b..1a9735e 100644
--- a/packages/models/package-lock.json
+++ b/packages/models/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "@handy-computer/models",
-  "version": "0.2.3",
+  "version": "0.2.4",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@handy-computer/models",
-      "version": "0.2.3",
+      "version": "0.2.4",
       "license": "MIT",
       "devDependencies": {
         "@types/node": "^22",
diff --git a/packages/models/package.json b/packages/models/package.json
index f5c7523..c8ba762 100644
--- a/packages/models/package.json
+++ b/packages/models/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@handy-computer/models",
-  "version": "0.2.3",
+  "version": "0.2.4",
   "description": "The curated transcribe.cpp model catalog and the recommendation method shared by Handy, Pi Voice, and models.handy.computer",
   "type": "module",
   "license": "MIT",
diff --git a/packages/models/pins.json b/packages/models/pins.json
index 1a34c8c..b9dca28 100644
--- a/packages/models/pins.json
+++ b/packages/models/pins.json
@@ -669,104 +669,122 @@
     }
   },
   "moonshine-base-ar": {
-    "revision": "1ae85af52b16eac8bcebda0287e6195ed1956e86",
+    "revision": "05f839ce58ee34eef666fb9725e2ef83dd81bb09",
+    "previous": [
+      "1ae85af52b16eac8bcebda0287e6195ed1956e86"
+    ],
     "files": {
       "moonshine-base-ar-F32.gguf": {
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-        "sha256": "5c0f54279e41c195c5b5c288cdee94b0960bdc8be518dfd22aac11850254fb2b"
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-        "sha256": "9a70242ad42fb130a417c11127f5e7ad227c03b0c4a287fa60757efa3cccd714"
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-        "sha256": "1a5b34653dfff0917d5bc7de1aeafca674162a5efa674472358d1b7f1644cf73"
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   "moonshine-base-ja": {
-    "revision": "aac5cfff17ae28b6f17ae790a3e309ae0ca5911c",
+    "revision": "1674f5f93b7655000951d25d496dcfac947b3968",
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   "moonshine-base-ko": {
-    "revision": "03813c71abe85b40cd0671d3cfa420e831d7e333",
+    "revision": "f18fb612b8ec33fc50a7afdb69a1fed9cb3ef46d",
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@@ -981,33 +1017,27 @@
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@@ -1448,6 +1478,9 @@
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+  },
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@@ -1773,27 +1806,30 @@
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diff --git a/packages/models/test/fixtures/picks.json b/packages/models/test/fixtures/picks.json
index b960d4a..d74eb19 100644
--- a/packages/models/test/fixtures/picks.json
+++ b/packages/models/test/fixtures/picks.json
@@ -153,7 +153,7 @@
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-  "zh": "eligible Qwen3-ASR-0.6B Fun-ASR-Nano-2512 Qwen3-ASR-1.7B",
+  "zh": "eligible Fun-ASR-MLT-Nano-2512 Fun-ASR-Nano-2512 Qwen3-ASR-1.7B",
   "en+af": "unsupported whisper-large-v3 whisper-large-v3 whisper-large-v3",
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@@ -1110,7 +1110,7 @@
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-  "id+zh": "eligible Qwen3-ASR-0.6B Fun-ASR-MLT-Nano-2512 Qwen3-ASR-1.7B",
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   "is+kk": "experimental whisper-large-v3-turbo whisper-large-v3-turbo whisper-large-v3-turbo",
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-  "ko+zh": "eligible Qwen3-ASR-0.6B SenseVoiceSmall Qwen3-ASR-1.7B",
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   "lt+lv": "eligible canary-1b-v2 canary-1b-v2 canary-1b-v2",
   "lt+mk": "experimental whisper-large-v3 whisper-large-v3 whisper-large-v3",
   "lt+ms": "experimental whisper-large-v3 whisper-large-v3 whisper-large-v3",
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+  "ms+th": "eligible Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512",
   "ms+tr": "eligible Qwen3-ASR-0.6B Qwen3-ASR-0.6B whisper-large-v3-turbo",
   "ms+uk": "eligible whisper-large-v3-turbo whisper-medium whisper-large-v3-turbo",
   "ms+ur": "experimental whisper-large-v3 whisper-large-v3 whisper-large-v3",
   "ms+vi": "eligible Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512 Qwen3-ASR-1.7B",
   "ms+yue": "eligible Qwen3-ASR-0.6B Qwen3-ASR-0.6B Qwen3-ASR-1.7B",
-  "ms+zh": "eligible Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512 whisper-large-v3-turbo",
+  "ms+zh": "eligible Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512",
   "mt+nb": "unsupported whisper-large-v3 whisper-large-v3 whisper-large-v3",
   "mt+nl": "eligible parakeet-ultra parakeet-ultra parakeet-ultra",
   "mt+pl": "eligible parakeet-ultra parakeet-ultra parakeet-ultra",
@@ -1473,7 +1473,7 @@
   "th+ur": "experimental whisper-large-v3 whisper-large-v3 whisper-large-v3",
   "th+vi": "eligible Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512 Qwen3-ASR-1.7B",
   "th+yue": "eligible Qwen3-ASR-0.6B Qwen3-ASR-0.6B Qwen3-ASR-1.7B",
-  "th+zh": "eligible Qwen3-ASR-0.6B Fun-ASR-MLT-Nano-2512 Qwen3-ASR-1.7B",
+  "th+zh": "eligible Fun-ASR-MLT-Nano-2512 Fun-ASR-MLT-Nano-2512 Qwen3-ASR-1.7B",
   "tr+uk": "eligible nemotron-3.5-asr-streaming-0.6b nemotron-3.5-asr-streaming-0.6b whisper-large-v3-turbo",
   "tr+ur": "experimental whisper-large-v3 whisper-large-v3 whisper-large-v3",
   "tr+vi": "eligible Qwen3-ASR-0.6B nemotron-3.5-asr-streaming-0.6b Qwen3-ASR-1.7B",
@@ -1487,7 +1487,7 @@
   "ur+yue": "experimental whisper-large-v3 whisper-large-v3 whisper-large-v3",
   "ur+zh": "experimental whisper-large-v3 whisper-large-v3 whisper-large-v3",
   "vi+yue": "eligible Qwen3-ASR-0.6B Qwen3-ASR-0.6B Qwen3-ASR-1.7B",
-  "vi+zh": "eligible Qwen3-ASR-0.6B nemotron-3.5-asr-streaming-0.6b Qwen3-ASR-1.7B",
+  "vi+zh": "eligible Fun-ASR-MLT-Nano-2512 nemotron-3.5-asr-streaming-0.6b Qwen3-ASR-1.7B",
   "yue+zh": "eligible Qwen3-ASR-0.6B Qwen3-ASR-0.6B Qwen3-ASR-1.7B"
  }
 }