diff --git a/providers/stackit/models/Qwen/Qwen3-VL-235B-A22B-Instruct-FP8.toml b/providers/stackit/models/Qwen/Qwen3-VL-235B-A22B-Instruct-FP8.toml
index 4df523123..80144afa5 100644
--- a/providers/stackit/models/Qwen/Qwen3-VL-235B-A22B-Instruct-FP8.toml
+++ b/providers/stackit/models/Qwen/Qwen3-VL-235B-A22B-Instruct-FP8.toml
@@ -10,12 +10,12 @@ structured_output = false
 open_weights = true
 
 [cost]
-input = 1.64
-output = 1.91
+input = 1.76
+output = 2.05
 
 [limit]
 context = 218_000
-output = 8_192
+output = 16_384
 
 [modalities]
 input = ["text", "image"]
diff --git a/providers/stackit/models/Qwen/Qwen3.6-27B.toml b/providers/stackit/models/Qwen/Qwen3.6-27B.toml
new file mode 100644
index 000000000..0be7b70d2
--- /dev/null
+++ b/providers/stackit/models/Qwen/Qwen3.6-27B.toml
@@ -0,0 +1,22 @@
+name = "Qwen3.6-27B"
+family = "qwen"
+release_date = "2026-04-22"
+last_updated = "2026-04-22"
+attachment = true
+reasoning = false
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+
+[cost]
+input = 0.53
+output = 0.76
+
+[limit]
+context = 262_144
+output = 16_384
+
+[modalities]
+input = ["text"]
+output = ["text"]
diff --git a/providers/stackit/models/cortecs/Llama-3.3-70B-Instruct-FP8-Dynamic.toml b/providers/stackit/models/cortecs/Llama-3.3-70B-Instruct-FP8-Dynamic.toml
index 468f3da31..cd31de457 100644
--- a/providers/stackit/models/cortecs/Llama-3.3-70B-Instruct-FP8-Dynamic.toml
+++ b/providers/stackit/models/cortecs/Llama-3.3-70B-Instruct-FP8-Dynamic.toml
@@ -10,12 +10,12 @@ structured_output = false
 open_weights = true
 
 [cost]
-input = 0.49
-output = 0.71
+input = 0.53
+output = 0.76
 
 [limit]
 context = 128_000
-output = 8_192
+output = 4_096
 
 [modalities]
 input = ["text"]
diff --git a/providers/stackit/models/google/gemma-3-27b-it.toml b/providers/stackit/models/google/gemma-3-27b-it.toml
index c25df2ab6..48c83c263 100644
--- a/providers/stackit/models/google/gemma-3-27b-it.toml
+++ b/providers/stackit/models/google/gemma-3-27b-it.toml
@@ -10,12 +10,12 @@ structured_output = false
 open_weights = true
 
 [cost]
-input = 0.49
-output = 0.71
+input = 0.53
+output = 0.76
 
 [limit]
 context = 37_000
-output = 8_192
+output = 4_096
 
 [modalities]
 input = ["text", "image"]
diff --git a/providers/stackit/models/neuralmagic/Meta-Llama-3.1-8B-Instruct-FP8.toml b/providers/stackit/models/neuralmagic/Meta-Llama-3.1-8B-Instruct-FP8.toml
deleted file mode 100644
index bdfbda001..000000000
--- a/providers/stackit/models/neuralmagic/Meta-Llama-3.1-8B-Instruct-FP8.toml
+++ /dev/null
@@ -1,22 +0,0 @@
-name = "Llama 3.1 8B"
-family = "llama"
-release_date = "2024-07-23"
-last_updated = "2024-07-23"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
-structured_output = true
-open_weights = true
-
-[cost]
-input = 0.16
-output = 0.27
-
-[limit]
-context = 128_000
-output = 8_192
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/stackit/models/openai/gpt-oss-120b.toml b/providers/stackit/models/openai/gpt-oss-120b.toml
index 33acefc69..f7da5ffbe 100644
--- a/providers/stackit/models/openai/gpt-oss-120b.toml
+++ b/providers/stackit/models/openai/gpt-oss-120b.toml
@@ -10,8 +10,8 @@ structured_output = false
 open_weights = true
 
 [cost]
-input = 0.49
-output = 0.71
+input = 0.53
+output = 0.76
 
 [limit]
 context = 131_000
diff --git a/providers/stackit/models/neuralmagic/Mistral-Nemo-Instruct-2407-FP8.toml b/providers/stackit/models/openai/gpt-oss-20b.toml
similarity index 53%
rename from providers/stackit/models/neuralmagic/Mistral-Nemo-Instruct-2407-FP8.toml
rename to providers/stackit/models/openai/gpt-oss-20b.toml
index 2f35759aa..ea765b84d 100644
--- a/providers/stackit/models/neuralmagic/Mistral-Nemo-Instruct-2407-FP8.toml
+++ b/providers/stackit/models/openai/gpt-oss-20b.toml
@@ -1,20 +1,20 @@
-name = "Mistral Nemo"
-family = "mistral"
-release_date = "2024-07-01"
-last_updated = "2024-07-01"
+name = "GPT-OSS 20B"
+family = "gpt"
+release_date = "2025-08-05"
+last_updated = "2025-08-05"
 attachment = false
-reasoning = false
+reasoning = true
 temperature = true
 tool_call = true
 structured_output = false
 open_weights = true
 
 [cost]
-input = 0.49
-output = 0.71
+input = 0.18
+output = 0.29
 
 [limit]
-context = 128_000
+context = 131_000
 output = 8_192
 
 [modalities]