diff --git a/langgraphics/metadata/models.json b/langgraphics/metadata/models.json
index 684a898..9222cf2 100644
--- a/langgraphics/metadata/models.json
+++ b/langgraphics/metadata/models.json
@@ -10091,13 +10091,13 @@
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     "temperature": true,
     "limit": {
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+      "output": 131000,
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     },
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-      "output": 4,
-      "cache_read": 0.16,
+      "input": 1.2,
+      "output": 4.5,
+      "cache_read": 0.2,
       "cache_write": 0
     }
   },
@@ -12281,6 +12281,22 @@
       "cache_write": 0
     }
   },
+  "pro/moonshotai/kimi-k2.6": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 262000,
+      "context": 262000
+    },
+    "cost": {
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+      "output": 4,
+      "cache_read": 0.16,
+      "cache_write": 0
+    }
+  },
   "pro/moonshotai/kimi-k2-instruct-0905": {
     "reasoning": false,
     "tool_call": true,
@@ -12307,8 +12323,8 @@
       "context": 262000
     },
     "cost": {
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-      "output": 3,
+      "input": 0.45,
+      "output": 2.25,
       "cache_read": 0,
       "cache_write": 0
     }
@@ -16432,6 +16448,22 @@
       "cache_write": 0
     }
   },
+  "deepseek/deepseek-r1-distill-qwen-32b": {
+    "reasoning": true,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 32768,
+      "context": 32768
+    },
+    "cost": {
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+      "output": 0.29,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "deepseek/deepseek-v3-turbo": {
     "reasoning": false,
     "tool_call": true,
@@ -16448,6 +16480,38 @@
       "cache_write": 0
     }
   },
+  "deepseek/deepseek-r1-distill-qwen-14b": {
+    "reasoning": true,
+    "tool_call": false,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 16384,
+      "context": 32768
+    },
+    "cost": {
+      "input": 0.15,
+      "output": 0.15,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
+  "inclusionai/ling-2.6-1t": {
+    "reasoning": false,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 32768,
+      "context": 262144
+    },
+    "cost": {
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+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "nousresearch/hermes-2-pro-llama-3-8b": {
     "reasoning": false,
     "tool_call": false,
@@ -17441,6 +17505,22 @@
       "cache_write": 0
     }
   },
+  "moonshotai/kimi-k2.6-tee": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": true,
+    "temperature": true,
+    "limit": {
+      "output": 262144,
+      "context": 262144
+    },
+    "cost": {
+      "input": 0.44,
+      "output": 2,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "moonshotai/kimi-k2.5-tee": {
     "reasoning": true,
     "tool_call": true,
@@ -18513,22 +18593,6 @@
       "cache_write": 0
     }
   },
-  "deepseek/deepseek-r1-distill-qwen-32b": {
-    "reasoning": true,
-    "tool_call": false,
-    "attachment": false,
-    "temperature": true,
-    "limit": {
-      "output": 32768,
-      "context": 32768
-    },
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-      "output": 0.29,
-      "cache_read": 0,
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-  },
   "openrouter/auto": {
     "reasoning": true,
     "tool_call": true,
@@ -21673,6 +21737,22 @@
       "cache_write": 0
     }
   },
+  "hy3-preview-free": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": false,
+    "temperature": true,
+    "limit": {
+      "output": 64000,
+      "context": 256000
+    },
+    "cost": {
+      "input": 0,
+      "output": 0,
+      "cache_read": 0,
+      "cache_write": 0
+    }
+  },
   "qwen3-coder": {
     "reasoning": false,
     "tool_call": true,
@@ -22671,6 +22751,22 @@
       "cache_write": 0
     }
   },
+  "openai/gpt-image-2": {
+    "reasoning": false,
+    "tool_call": false,
+    "attachment": true,
+    "temperature": false,
+    "limit": {
+      "output": 0,
+      "context": 0
+    },
+    "cost": {
+      "input": 5.0505,
+      "output": 32.3232,
+      "cache_read": 1.2626,
+      "cache_write": 0
+    }
+  },
   "openai/gpt-4-classic-0314": {
     "reasoning": false,
     "tool_call": true,
@@ -23929,7 +24025,7 @@
     "attachment": true,
     "temperature": false,
     "limit": {
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+      "output": 262144,
       "context": 262144
     },
     "cost": {
@@ -29956,6 +30052,23 @@
       "cache_write": 0
     }
   },
+  "gpt-5.5": {
+    "reasoning": true,
+    "tool_call": true,
+    "attachment": true,
+    "temperature": false,
+    "limit": {
+      "output": 130000,
+      "context": 1050000,
+      "input": 920000
+    },
+    "cost": {
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+      "output": 30,
+      "cache_read": 0.5,
+      "cache_write": 0
+    }
+  },
   "o4-mini-deep-research": {
     "reasoning": true,
     "tool_call": true,
@@ -35033,7 +35146,7 @@
       "cache_write": 0
     }
   },
-  "gemma-4-26b-it": {
+  "gemma-4-26b-a4b-it": {
     "reasoning": true,
     "tool_call": true,
     "attachment": false,