From a1c4d0e8a02c5f299634df9d7145ba826f10ed57 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Fri, 2 Oct 2026 05:10:32 +0000
Subject: [PATCH] Update the models metadata

---
 langgraphics/metadata/models.json | 699 ++++++++++++++++++++----------
 1 file changed, 475 insertions(+), 224 deletions(-)

diff --git a/langgraphics/metadata/models.json b/langgraphics/metadata/models.json
index b43e31f..21c4193 100644
--- a/langgraphics/metadata/models.json
+++ b/langgraphics/metadata/models.json
@@ -663,14 +663,14 @@
     "attachment": false,
     "temperature": true,
     "limit": {
-      "output": 384000,
-      "context": 512000
+      "output": 131072,
+      "context": 1000000
     },
     "cost": {
-      "input": 1.74,
-      "output": 3.48,
-      "cache_read": 0.2,
-      "cache_write": 0
+      "input": 0.435,
+      "output": 0.87,
+      "cache_read": 0.003625,
+      "cache_write": 0.435
     }
   },
   "deepseek-ai/deepseek-v3.2": {
@@ -9399,6 +9399,22 @@
       "cache_write": 0
     }
   },
+  "unbiased/pareto-26.10-preview": {
+    "reasoning": false,
+    "tool_call": true,
+    "attachment": true,
+    "temperature": true,
+    "limit": {
+      "output": 131072,
+      "context": 1048576
+    },
+    "cost": {
+      "input": 0.8,
+      "output": 3.2,
+      "cache_read": 0.03,
+      "cache_write": 0
+    }
+  },
   "unbiased/pareto": {
     "reasoning": false,
     "tool_call": true,
@@ -11728,23 +11744,6 @@
       "cache_write": 0
     }
   },
-  "tee/qwen3.8-27b-uncensored": {
-    "reasoning": true,
-    "tool_call": true,
-    "attachment": true,
-    "temperature": false,
-    "limit": {
-      "output": 262144,
-      "context": 262144,
-      "input": 262144
-    },
-    "cost": {
-      "input": 0.3,
-      "output": 1.5,
-      "cache_read": 0,
-      "cache_write": 0
-    }
-  },
   "tee/gemma-4-26b-a4b-uncensored": {
     "reasoning": false,
     "tool_call": true,
@@ -13247,12 +13246,12 @@
     "attachment": true,
     "temperature": true,
     "limit": {
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-      "context": 131072
+      "output": 8192,
+      "context": 128000
     },
     "cost": {
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-      "output": 0.2,
+      "input": 0,
+      "output": 0,
       "cache_read": 0,
       "cache_write": 0
     }
@@ -16575,6 +16574,22 @@
       "cache_write": 0
     }
   },
+  "tiny-aya-fire": {
+    "reasoning": false,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 8000,
+      "context": 8000
+    },
+    "cost": {
+      "input": 0,
+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "command-r7b-arabic-02-2025": {
     "reasoning": false,
     "tool_call": true,
@@ -16591,6 +16606,22 @@
       "cache_write": 0
     }
   },
+  "tiny-aya-earth": {
+    "reasoning": false,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 8000,
+      "context": 8000
+    },
+    "cost": {
+      "input": 0,
+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "command-a-plus-05-2026": {
     "reasoning": true,
     "tool_call": true,
@@ -16655,6 +16686,38 @@
       "cache_write": 0
     }
   },
+  "tiny-aya-global": {
+    "reasoning": false,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 8000,
+      "context": 8000
+    },
+    "cost": {
+      "input": 0,
+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
+  "north-small-translate-09-2026": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 16000,
+      "context": 32768
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "command-r7b-12-2024": {
     "reasoning": false,
     "tool_call": true,
@@ -16703,6 +16766,22 @@
       "cache_write": 0
     }
   },
+  "tiny-aya-water": {
+    "reasoning": false,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 8000,
+      "context": 8000
+    },
+    "cost": {
+      "input": 0,
+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "c4ai-aya-expanse-32b": {
     "reasoning": false,
     "tool_call": false,
@@ -18216,14 +18295,14 @@
     "attachment": false,
     "temperature": true,
     "limit": {
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-      "context": 196608
+      "output": 131072,
+      "context": 204800
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     "cost": {
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-      "output": 2.674,
-      "cache_read": 0,
-      "cache_write": 0
+      "input": 0.08,
+      "output": 0.32,
+      "cache_read": 0.017,
+      "cache_write": 0.375
     }
   },
   "minimax-m2.7-highspeed": {
@@ -18731,7 +18810,7 @@
     "temperature": true,
     "limit": {
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-      "context": 32768
+      "context": 262000
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@@ -18767,7 +18846,7 @@
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@@ -18779,7 +18858,7 @@
     "temperature": true,
     "limit": {
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+      "context": 128000
     },
     "cost": {
       "input": 0.04,
@@ -18788,6 +18867,22 @@
       "cache_write": 0
     }
   },
+  "consensusprotocol/deepseek-v4-flash": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 384000,
+      "context": 524288
+    },
+    "cost": {
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+      "output": 0.2,
+      "cache_read": 0.005,
+      "cache_write": 0
+    }
+  },
   "deepinfra/mimo-v2.6-pro": {
     "reasoning": true,
     "tool_call": true,
@@ -22392,7 +22487,7 @@
     "temperature": true,
     "limit": {
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-      "context": 1000000
+      "context": 983616
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     "cost": {
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@@ -22408,7 +22503,7 @@
     "temperature": true,
     "limit": {
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+      "context": 997952
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@@ -25168,9 +25263,9 @@
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-      "output": 10,
-      "cache_read": 0.38,
+      "input": 1.39,
+      "output": 13,
+      "cache_read": 0.8,
       "cache_write": 0
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   },
@@ -25388,7 +25483,7 @@
     "attachment": false,
     "temperature": true,
     "limit": {
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+      "output": 115200,
       "context": 163840
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     "cost": {
@@ -25796,9 +25891,9 @@
       "context": 1048576
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+      "input": 0.02625,
+      "output": 0.625,
+      "cache_read": 0.02625,
       "cache_write": 0
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   },
@@ -25808,13 +25903,13 @@
     "attachment": false,
     "temperature": true,
     "limit": {
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+      "output": 131072,
       "context": 1048576
     },
     "cost": {
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-      "output": 2.694296,
-      "cache_read": 0.185725,
+      "input": 0.12,
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+      "cache_read": 0.06,
       "cache_write": 0
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   },
@@ -26092,9 +26187,9 @@
       "context": 1048576
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     "cost": {
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-      "output": 0.396,
-      "cache_read": 0.002851,
+      "input": 0.03,
+      "output": 0.75,
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       "cache_write": 0
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   },
@@ -26108,9 +26203,9 @@
       "context": 1048576
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     "cost": {
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-      "output": 3.5,
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+      "input": 0.132,
+      "output": 0.396,
+      "cache_read": 0.0042,
       "cache_write": 0
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@@ -26124,9 +26219,9 @@
       "context": 1048576
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     "cost": {
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+      "input": 0.0077,
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+      "cache_read": 0.0077,
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     }
   },
@@ -26801,6 +26896,22 @@
       "cache_write": 0
     }
   },
+  "apodex/apodex-1.1-mini:free": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 235929,
+      "context": 262144
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "nvidia/nemotron-3.5-content-safety:free": {
     "reasoning": true,
     "tool_call": false,
@@ -28611,6 +28722,22 @@
       "cache_write": 0
     }
   },
+  "abliteration-abliterated-model-large-v2": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
+      "output": 32768,
+      "context": 1000000
+    },
+    "cost": {
+      "input": 3,
+      "output": 5,
+      "cache_read": 0.3,
+      "cache_write": 0
+    }
+  },
   "minimax-m3-preview": {
     "reasoning": true,
     "tool_call": true,
@@ -40814,22 +40941,6 @@
       "cache_write": 0
     }
   },
-  "stealth/pixel-canary": {
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-    "tool_call": false,
-    "attachment": true,
-    "temperature": false,
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-    },
-    "cost": {
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-      "cache_write": 0
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-  },
   "zai/glm-5v-turbo": {
     "reasoning": true,
     "tool_call": true,
@@ -41022,6 +41133,22 @@
       }
     }
   },
+  "spacexai/grok-imagine-video-1.5-lite": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
+      "output": 0,
+      "context": 0
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "spacexai/grok-voice-think-fast-1.0": {
     "reasoning": false,
     "tool_call": false,
@@ -43214,22 +43341,6 @@
       ]
     }
   },
-  "liquid/d1": {
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-    "tool_call": false,
-    "attachment": false,
-    "temperature": false,
-    "limit": {
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   "google/gemini-omni-flash-preview": {
     "reasoning": true,
     "tool_call": false,
@@ -43274,7 +43385,7 @@
     "cost": {
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       "output": 6,
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@@ -43450,7 +43561,7 @@
     "cost": {
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+      "cache_read": 0,
       "cache_write": 0
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   },
@@ -44711,6 +44822,118 @@
       "cache_write": 0
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   },
+  "microsoft/mai-voice-2.1-flash": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
+      "output": 0,
+      "context": 0
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+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
+  "microsoft/mai-transcribe-2-streaming": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
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+    "cost": {
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+      "cache_write": 0
+    }
+  },
+  "microsoft/mai-transcribe-2": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
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+      "context": 0
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+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
+  "microsoft/mai-transcribe-1.5": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
+      "output": 0,
+      "context": 0
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
+  "microsoft/mai-voice-2": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
+      "output": 0,
+      "context": 0
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
+  "microsoft/mai-voice-2.1": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
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+      "context": 0
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+      "cache_write": 0
+    }
+  },
+  "microsoft/mai-voice-2-flash": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": false,
+    "limit": {
+      "output": 0,
+      "context": 0
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "glm-5.2-highspeed": {
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@@ -45233,9 +45456,9 @@
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@@ -45489,9 +45712,9 @@
       "context": 1000000
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+      "input": 0.3,
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   },
@@ -48930,6 +49153,22 @@
       "cache_write": 0
     }
   },
+  "google/diffusiongemma-26b-a4b-it": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
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+      "context": 262144
+    },
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+      "cache_read": 0.5,
+      "cache_write": 0.5
+    }
+  },
   "google/gemma-2-2b-it": {
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     "tool_call": true,
@@ -48980,16 +49219,16 @@
   },
   "google/gemma-3n-e4b-it": {
     "reasoning": false,
-    "tool_call": false,
-    "attachment": false,
+    "tool_call": true,
+    "attachment": true,
     "temperature": true,
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+      "output": 4096,
+      "context": 128000
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@@ -49860,22 +50099,6 @@
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   },
-  "google/diffusiongemma-26b-a4b-it": {
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   "google/gemma-4-e2b-it": {
     "reasoning": true,
     "tool_call": true,
@@ -51577,6 +51800,22 @@
       "cache_write": 0.07
     }
   },
+  "tencent/deepseek-v4-pro-0813": {
+    "reasoning": true,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 384000,
+      "context": 1000000
+    },
+    "cost": {
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+      "output": 1.98,
+      "cache_read": 0.022,
+      "cache_write": 0
+    }
+  },
   "together_ai/meta-models/muse-glimmer-30b": {
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@@ -51939,9 +52178,9 @@
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+      "input": 0.45192,
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@@ -51955,8 +52194,8 @@
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@@ -51971,8 +52210,8 @@
       "context": 128000
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@@ -51987,8 +52226,8 @@
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@@ -52003,8 +52242,8 @@
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@@ -53416,8 +53655,8 @@
       "context": 100000
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     "cost": {
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       "cache_read": 0,
       "cache_write": 0
     }
@@ -53775,6 +54014,22 @@
       "cache_write": 0
     }
   },
+  "fledge-alpha-free": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": true,
+    "temperature": true,
+    "limit": {
+      "output": 131072,
+      "context": 1048576
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "qwen3.6-plus-free": {
     "reasoning": true,
     "tool_call": true,
@@ -54914,12 +55169,13 @@
       "input": 2.4,
       "output": 12,
       "cache_read": 0.12,
-      "cache_write": 0,
+      "cache_write": 3,
       "tiers": [
         {
           "input": 4.8,
           "output": 18,
           "cache_read": 0.24,
+          "cache_write": 6,
           "tier": {
             "type": "context",
             "size": 272000
@@ -54929,7 +55185,8 @@
       "context_over_200k": {
         "input": 4.8,
         "output": 18,
-        "cache_read": 0.24
+        "cache_read": 0.24,
+        "cache_write": 6
       }
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