diff --git a/src/config/openclawProviderPresets.ts b/src/config/openclawProviderPresets.ts
index a29ea81ea..2f7deb88f 100644
--- a/src/config/openclawProviderPresets.ts
+++ b/src/config/openclawProviderPresets.ts
@@ -634,7 +634,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "deepseek-v4-pro",
           name: "DeepSeek V4 Pro",
           contextWindow: 1000000,
-          cost: { input: 1.68, output: 3.36 },
+          cost: { input: 0.435, output: 0.87, cacheRead: 0.003625 },
         },
         {
           id: "deepseek-v4-flash",
@@ -678,7 +678,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "glm-5.1",
           name: "GLM-5.1",
           contextWindow: 128000,
-          cost: { input: 0.001, output: 0.001 },
+          cost: { input: 1.4, output: 4.4, cacheRead: 0.26 },
         },
       ],
     },
@@ -716,7 +716,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "glm-5.1",
           name: "GLM-5.1",
           contextWindow: 128000,
-          cost: { input: 0.001, output: 0.001 },
+          cost: { input: 1.4, output: 4.4, cacheRead: 0.26 },
         },
       ],
     },
@@ -754,7 +754,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "qwen3.5-plus",
           name: "Qwen3.5 Plus",
           contextWindow: 32000,
-          cost: { input: 0.002, output: 0.006 },
+          cost: { input: 0.26, output: 1.56, cacheRead: 0.052 },
         },
       ],
     },
@@ -793,7 +793,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "kimi-k2.7-code",
           name: "Kimi K2.7 Code",
           contextWindow: 262144,
-          cost: { input: 0.002, output: 0.006 },
+          cost: { input: 0.95, output: 4, cacheRead: 0.19 },
         },
         {
           id: "kimi-k3",
@@ -838,7 +838,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "kimi-for-coding",
           name: "Kimi For Coding",
           contextWindow: 131072,
-          cost: { input: 0.002, output: 0.006 },
+          cost: { input: 0.95, output: 4, cacheRead: 0.19 },
         },
       ],
     },
@@ -966,7 +966,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "MiniMax-M2.7",
           name: "MiniMax M2.7",
           contextWindow: 200000,
-          cost: { input: 0.001, output: 0.004 },
+          cost: { input: 0.3, output: 1.2, cacheRead: 0.06, cacheWrite: 0.375 },
         },
       ],
     },
@@ -1003,7 +1003,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "MiniMax-M2.7",
           name: "MiniMax M2.7",
           contextWindow: 200000,
-          cost: { input: 0.001, output: 0.004 },
+          cost: { input: 0.3, output: 1.2, cacheRead: 0.06, cacheWrite: 0.375 },
         },
       ],
     },
@@ -1041,7 +1041,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "KAT-Coder-Pro",
           name: "KAT-Coder Pro",
           contextWindow: 128000,
-          cost: { input: 0.002, output: 0.006 },
+          cost: { input: 0.3, output: 1.2, cacheRead: 0.06 },
         },
       ],
     },
@@ -1090,7 +1090,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           contextWindow: 1048576,
           maxTokens: 131072,
           compat: { maxTokensField: "max_tokens" },
-          cost: { input: 0.001, output: 0.004 },
+          cost: { input: 0.75, output: 2.95, cacheRead: 0.015 },
         },
       ],
     },
@@ -1127,7 +1127,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "Ling-2.5-1T",
           name: "Ling 2.5 1T",
           contextWindow: 128000,
-          cost: { input: 0.001, output: 0.004 },
+          cost: { input: 0.56, output: 2.24 },
         },
       ],
     },
@@ -1578,7 +1578,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "ZhipuAI/GLM-5.1",
           name: "GLM-5.1",
           contextWindow: 128000,
-          cost: { input: 0.001, output: 0.001 },
+          cost: { input: 1.4, output: 4.4, cacheRead: 0.26 },
         },
       ],
     },
@@ -1616,7 +1616,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "Pro/MiniMaxAI/MiniMax-M2.7",
           name: "MiniMax M2.7",
           contextWindow: 200000,
-          cost: { input: 0.001, output: 0.004 },
+          cost: { input: 0.3, output: 1.2, cacheRead: 0.06, cacheWrite: 0.375 },
         },
       ],
     },
@@ -1652,7 +1652,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "MiniMaxAI/MiniMax-M2.7",
           name: "MiniMax M2.7",
           contextWindow: 200000,
-          cost: { input: 0.001, output: 0.004 },
+          cost: { input: 0.3, output: 1.2, cacheRead: 0.06, cacheWrite: 0.375 },
         },
       ],
     },
@@ -1722,7 +1722,7 @@ export const openclawProviderPresets: OpenClawProviderPreset[] = [
           id: "moonshotai/kimi-k2.5",
           name: "Kimi K2.5",
           contextWindow: 131072,
-          cost: { input: 0.002, output: 0.006 },
+          cost: { input: 0.6, output: 3, cacheRead: 0.1 },
         },
       ],
     },