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 7a4a825826c..290bc7f8bd3 100644
--- a/providers/inceptron/models/deepseek-ai/DeepSeek-V4-Flash-0731.toml
+++ b/providers/inceptron/models/deepseek-ai/DeepSeek-V4-Flash-0731.toml
@@ -8,9 +8,9 @@ type = "effort"
 values = ["high", "max"]
 
 [cost]
-input = 0.13
-output = 0.28
-cache_read = 0.03
+input = 0.0606
+output = 0.2029
+cache_read = 0.0096
 cache_write = 0
 
 [limit]
diff --git a/providers/inceptron/models/moonshotai/Kimi-K2.6.toml b/providers/inceptron/models/moonshotai/Kimi-K2.6.toml
index a18dab49113..40cac3bba32 100644
--- a/providers/inceptron/models/moonshotai/Kimi-K2.6.toml
+++ b/providers/inceptron/models/moonshotai/Kimi-K2.6.toml
@@ -5,9 +5,9 @@ reasoning_options = []
 field = "reasoning_content"
 
 [cost]
-input = 0.53
-output = 3.39
-cache_read = 0.17
+input = 0.471
+output = 2.835
+cache_read = 0.0856
 cache_write = 0
 
 [modalities]
diff --git a/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml b/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml
index d633e11afd0..9c0d7c516bf 100644
--- a/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml
+++ b/providers/inceptron/models/moonshotai/Kimi-K2.7-Code.toml
@@ -6,8 +6,8 @@ reasoning_options = []
 field = "reasoning_content"
 
 [cost]
-input = 0.66
-output = 3.4
+input = 0.7062
+output = 3.21
 cache_read = 0.18
 cache_write = 0
 
diff --git a/providers/inceptron/models/zai-org/GLM-5.2.toml b/providers/inceptron/models/zai-org/GLM-5.2.toml
index 52d1dc577ca..5b4fcb9929c 100644
--- a/providers/inceptron/models/zai-org/GLM-5.2.toml
+++ b/providers/inceptron/models/zai-org/GLM-5.2.toml
@@ -9,9 +9,9 @@ type = "effort"
 values = ["high", "max"]
 
 [cost]
-input = 0.71
-output = 2.35
-cache_read = 0.12
+input = 1.0998
+output = 2.9905
+cache_read = 0.18
 cache_write = 0
 
 [limit]
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..5638cb177d3
--- /dev/null
+++ b/providers/inceptron/models/zai-org/GLM-5.3-Flash.toml
@@ -0,0 +1,23 @@
+base_model = "zhipuai/glm-5.3-flash"
+name = "GLM 5.3 Flash"
+attachment = false
+
+[interleaved]
+field = "reasoning_content"
+
+[[reasoning_options]]
+type = "effort"
+values = ["low", "high", "max"]
+
+[cost]
+input = 0.15
+output = 0.5
+cache_read = 0.03
+cache_write = 0
+
+[limit]
+context = 1_048_576
+output = 1_048_576
+
+[modalities]
+input = ["text"]
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..fb66fed7eda
--- /dev/null
+++ b/providers/inceptron/models/zai-org/GLM-5.3.toml
@@ -0,0 +1,19 @@
+base_model = "zhipuai/glm-5.3"
+name = "GLM 5.3"
+
+[interleaved]
+field = "reasoning_content"
+
+[[reasoning_options]]
+type = "effort"
+values = ["low", "high", "max"]
+
+[cost]
+input = 1.0641
+output = 4.07
+cache_read = 0.1771
+cache_write = 0
+
+[limit]
+context = 1_048_576
+output = 1_048_576