diff --git a/providers/inceptron/models/deepseek-ai/DeepSeek-V4-Flash-0731.toml b/providers/inceptron/models/deepseek-ai/DeepSeek-V4-Flash-0731.toml
index 999ad2e4665..cfb51afb8f8 100644
--- a/providers/inceptron/models/deepseek-ai/DeepSeek-V4-Flash-0731.toml
+++ b/providers/inceptron/models/deepseek-ai/DeepSeek-V4-Flash-0731.toml
@@ -16,8 +16,8 @@ output = 1_048_576
 compatibility = { reasoning_field = "reasoning_content" }
 
 [cost.text.input]
-price = 0.13
-cache = { read = 0.03, write = 0 }
+price = 0.11
+cache = { read = 0.027, write = 0 }
 
 [cost.text.output]
-price = 0.28
+price = 0.3666
diff --git a/providers/inceptron/models/moonshotai/Kimi-K2.6.toml b/providers/inceptron/models/moonshotai/Kimi-K2.6.toml
index ac6c72e0fdf..a2a680e9c21 100644
--- a/providers/inceptron/models/moonshotai/Kimi-K2.6.toml
+++ b/providers/inceptron/models/moonshotai/Kimi-K2.6.toml
@@ -17,8 +17,8 @@ effort_updates = false
 compatibility = { reasoning_field = "reasoning_content" }
 
 [cost.text.input]
-price = 0.53
-cache = { read = 0.17, write = 0 }
+price = 0.4946
+cache = { read = 0.1509, write = 0 }
 
 [cost.text.output]
-price = 3.39
+price = 3.2
diff --git a/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml b/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml
index 8355331db9b..39cfe1380d5 100644
--- a/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml
+++ b/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml
@@ -18,8 +18,8 @@ effort_updates = false
 compatibility = { reasoning_field = "reasoning_content" }
 
 [cost.text.input]
-price = 0.66
+price = 0.6712
 cache = { read = 0.18, write = 0 }
 
 [cost.text.output]
-price = 3.4
+price = 3.35
diff --git a/providers/inceptron/models/zai-org/GLM-5.2.toml b/providers/inceptron/models/zai-org/GLM-5.2.toml
index a89fac68777..846b08e0856 100644
--- a/providers/inceptron/models/zai-org/GLM-5.2.toml
+++ b/providers/inceptron/models/zai-org/GLM-5.2.toml
@@ -17,8 +17,8 @@ output = 1_048_576
 compatibility = { reasoning_field = "reasoning_content" }
 
 [cost.text.input]
-price = 0.71
-cache = { read = 0.12, write = 0 }
+price = 0.69
+cache = { read = 0.14, write = 0 }
 
 [cost.text.output]
-price = 2.35
+price = 3.15
diff --git a/providers/inceptron/models/zai-org/GLM-5.3-Flash.toml b/providers/inceptron/models/zai-org/GLM-5.3-Flash.toml
new file mode 100644
index 00000000000..277f0f569d1
--- /dev/null
+++ b/providers/inceptron/models/zai-org/GLM-5.3-Flash.toml
@@ -0,0 +1,25 @@
+schema = 2
+base_model = "zhipuai/glm-5.3-flash"
+name = "GLM 5.3 Flash"
+
+[modalities]
+input = ["text"]
+output = ["text"]
+
+[capabilities]
+reasoning = { supported = true, effort = ["low", "high", "max"] }
+structured_output = true
+
+[limit]
+context = 1_048_576
+output = 1_048_576
+
+[api.chat-completions]
+compatibility = { reasoning_field = "reasoning_content" }
+
+[cost.text.input]
+price = 0.15
+cache = { read = 0.075, write = 0 }
+
+[cost.text.output]
+price = 0.69
diff --git a/providers/inceptron/models/zai-org/GLM-5.3.toml b/providers/inceptron/models/zai-org/GLM-5.3.toml
new file mode 100644
index 00000000000..32d03215a52
--- /dev/null
+++ b/providers/inceptron/models/zai-org/GLM-5.3.toml
@@ -0,0 +1,21 @@
+schema = 2
+base_model = "zhipuai/glm-5.3"
+name = "GLM 5.3"
+
+[capabilities]
+reasoning = { supported = true, effort = ["low", "high", "max"] }
+structured_output = true
+
+[limit]
+context = 1_048_576
+output = 1_048_576
+
+[api.chat-completions]
+compatibility = { reasoning_field = "reasoning_content" }
+
+[cost.text.input]
+price = 0.55
+cache = { read = 0.18, write = 0 }
+
+[cost.text.output]
+price = 1.4