diff --git a/providers/cline-pass/models/cline-pass/deepseek-v4-flash.toml b/providers/cline-pass/models/cline-pass/deepseek-v4-flash.toml
index a402b4d533b..044e118d9af 100644
--- a/providers/cline-pass/models/cline-pass/deepseek-v4-flash.toml
+++ b/providers/cline-pass/models/cline-pass/deepseek-v4-flash.toml
@@ -1,5 +1,9 @@
+# https://docs.cline.bot/getting-started/clinepass
+# https://api-docs.deepseek.com/guides/thinking_mode/ (OpenAI: thinking.type + reasoning_effort low|high|max)
+# Effort: reasoning_effort = none|low|high|max (none disables thinking; DeepSeek Flash graded set)
+# Legacy Flash slug; lab serves V4.1-Flash. Same reasoning surface as deepseek-v4.1-flash.
 base_model = "deepseek/deepseek-v4-flash"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "effort", values = ["none", "low", "high", "max"] }]
 
 [cost]
 input = 0.14
diff --git a/providers/cline-pass/models/cline-pass/deepseek-v4-pro.toml b/providers/cline-pass/models/cline-pass/deepseek-v4-pro.toml
index 3fb0bd31762..191909977a6 100644
--- a/providers/cline-pass/models/cline-pass/deepseek-v4-pro.toml
+++ b/providers/cline-pass/models/cline-pass/deepseek-v4-pro.toml
@@ -1,5 +1,9 @@
+# https://docs.cline.bot/getting-started/clinepass
+# https://api-docs.deepseek.com/guides/thinking_mode/ (OpenAI: thinking.type + reasoning_effort)
+# First-party DeepSeek Pro: effort high|max (lab providers/deepseek/models/deepseek-v4-pro.toml)
+# Effort: reasoning_effort = none|high|max (none disables thinking)
 base_model = "deepseek/deepseek-v4-pro"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "effort", values = ["none", "high", "max"] }]
 
 [cost]
 input = 1.74
diff --git a/providers/cline-pass/models/cline-pass/deepseek-v4.1-flash.toml b/providers/cline-pass/models/cline-pass/deepseek-v4.1-flash.toml
index cdc87207c83..453a58da360 100644
--- a/providers/cline-pass/models/cline-pass/deepseek-v4.1-flash.toml
+++ b/providers/cline-pass/models/cline-pass/deepseek-v4.1-flash.toml
@@ -1,9 +1,11 @@
 # https://api.cline.bot/api/v1/ai/cline/recommended-models (clinePass id cline-pass/deepseek-v4.1-flash, accessed 2026-09-11)
 # https://docs.cline.bot/getting-started/clinepass (ClinePass reference pricing cites DeepSeek API pricing for Flash quota)
 # https://api-docs.deepseek.com/quick_start/pricing (DeepSeek-V4.1-Flash off-peak USD/MTok; ClinePass docs table still lists deepseek-v4-flash only)
-# Reasoning effort values match other ClinePass DeepSeek entries on this host.
+# https://api-docs.deepseek.com/guides/thinking_mode/ (OpenAI: thinking.type + reasoning_effort low|high|max; medium/xhigh map to high)
+# Effort: reasoning_effort = none|low|high|max (none disables thinking; matches DeepSeek Flash graded set + off)
+# ClinePass is an OpenAI-compatible relay; do not advertise GPT-style medium/xhigh.
 base_model = "deepseek/deepseek-v4.1-flash"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "effort", values = ["none", "low", "high", "max"] }]
 
 [cost]
 input = 0.15
diff --git a/providers/cline-pass/models/cline-pass/glm-5.2.toml b/providers/cline-pass/models/cline-pass/glm-5.2.toml
index b3cac6301a6..7458eed5caa 100644
--- a/providers/cline-pass/models/cline-pass/glm-5.2.toml
+++ b/providers/cline-pass/models/cline-pass/glm-5.2.toml
@@ -1,5 +1,9 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab Zhipu GLM-5.2: effective effort high|max; none|minimal skip thinking
+# (providers/zhipuai/models/glm-5.2.toml; https://docs.bigmodel.cn/cn/guide/capabilities/thinking)
+# Effort: reasoning_effort = none|high|max
 base_model = "zhipuai/glm-5.2"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "effort", values = ["none", "high", "max"] }]
 
 [cost]
 input = 1.4
diff --git a/providers/cline-pass/models/cline-pass/kimi-k2.6.toml b/providers/cline-pass/models/cline-pass/kimi-k2.6.toml
index 373fb552c69..fc3fb04b0db 100644
--- a/providers/cline-pass/models/cline-pass/kimi-k2.6.toml
+++ b/providers/cline-pass/models/cline-pass/kimi-k2.6.toml
@@ -1,5 +1,8 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab Moonshot K2.6: thinking on/off only (providers/moonshotai/models/kimi-k2.6.toml)
+# Toggle: thinking / reasoning enabled|disabled (OpenAI-compatible relay; no graded effort on lab)
 base_model = "moonshotai/kimi-k2.6"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "toggle" }]
 
 [cost]
 input = 0.95
diff --git a/providers/cline-pass/models/cline-pass/kimi-k2.7-code.toml b/providers/cline-pass/models/cline-pass/kimi-k2.7-code.toml
index 7340bf79c7a..9fc9a2f9a5a 100644
--- a/providers/cline-pass/models/cline-pass/kimi-k2.7-code.toml
+++ b/providers/cline-pass/models/cline-pass/kimi-k2.7-code.toml
@@ -1,5 +1,8 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab Moonshot K2.7 Code: always-on reasoning, no caller control
+# (providers/moonshotai/models/kimi-k2.7-code.toml; openrouter peer also [])
 base_model = "moonshotai/kimi-k2.7-code"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = []
 
 [cost]
 input = 0.95
diff --git a/providers/cline-pass/models/cline-pass/kimi-k3.toml b/providers/cline-pass/models/cline-pass/kimi-k3.toml
index 856a9963ae3..2b9dee1d87c 100644
--- a/providers/cline-pass/models/cline-pass/kimi-k3.toml
+++ b/providers/cline-pass/models/cline-pass/kimi-k3.toml
@@ -1,7 +1,9 @@
 # https://docs.cline.bot/getting-started/clinepass (accessed 2026-07-22)
 # Model ID cline-pass/kimi-k3; reference pricing $3 / $15 / $0.30 per 1M tokens (input/output/cache read).
+# Lab Moonshot K3: thinking.type + output_config.effort low|high|max (providers/moonshotai/models/kimi-k3.toml)
+# Effort: reasoning_effort = none|low|high|max (none disables; no medium/xhigh)
 base_model = "moonshotai/kimi-k3"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "effort", values = ["none", "low", "high", "max"] }]
 
 [cost]
 input = 3
diff --git a/providers/cline-pass/models/cline-pass/mimo-v2.5-pro.toml b/providers/cline-pass/models/cline-pass/mimo-v2.5-pro.toml
index 4b15e595d0b..8ff3d62b6dc 100644
--- a/providers/cline-pass/models/cline-pass/mimo-v2.5-pro.toml
+++ b/providers/cline-pass/models/cline-pass/mimo-v2.5-pro.toml
@@ -1,5 +1,8 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab Xiaomi MiMo-V2.5-Pro: thinking on/off only (providers/xiaomi/models/mimo-v2.5-pro.toml)
+# Toggle: thinking / reasoning enabled|disabled (no graded effort on lab)
 base_model = "xiaomi/mimo-v2.5-pro"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "toggle" }]
 
 [cost]
 input = 1.74
diff --git a/providers/cline-pass/models/cline-pass/mimo-v2.5.toml b/providers/cline-pass/models/cline-pass/mimo-v2.5.toml
index a05c72ca039..3a9f90ed0bc 100644
--- a/providers/cline-pass/models/cline-pass/mimo-v2.5.toml
+++ b/providers/cline-pass/models/cline-pass/mimo-v2.5.toml
@@ -1,5 +1,8 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab Xiaomi MiMo-V2.5: thinking on/off only (providers/xiaomi/models/mimo-v2.5.toml)
+# Toggle: thinking / reasoning enabled|disabled (no graded effort on lab)
 base_model = "xiaomi/mimo-v2.5"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "toggle" }]
 
 [cost]
 input = 0.14
diff --git a/providers/cline-pass/models/cline-pass/minimax-m3.toml b/providers/cline-pass/models/cline-pass/minimax-m3.toml
index 1367e07bc0e..599f9fc9ec1 100644
--- a/providers/cline-pass/models/cline-pass/minimax-m3.toml
+++ b/providers/cline-pass/models/cline-pass/minimax-m3.toml
@@ -1,5 +1,8 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab MiniMax-M3: thinking on/off only (providers/minimax/models/MiniMax-M3.toml)
+# Toggle: thinking / reasoning enabled|disabled (no graded effort on lab)
 base_model = "minimax/MiniMax-M3"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "toggle" }]
 
 [cost]
 input = 0.3
diff --git a/providers/cline-pass/models/cline-pass/qwen3.7-max.toml b/providers/cline-pass/models/cline-pass/qwen3.7-max.toml
index 7ec1495bb20..302e667ede8 100644
--- a/providers/cline-pass/models/cline-pass/qwen3.7-max.toml
+++ b/providers/cline-pass/models/cline-pass/qwen3.7-max.toml
@@ -1,5 +1,9 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab Alibaba Qwen3.7 Max: enable_thinking + thinking_budget (providers/alibaba/models/qwen3.7-max.toml)
+# ClinePass OpenAI-compatible Chat Completions path: peers (OpenRouter) expose on/off only, not budget_tokens.
+# Toggle: enable_thinking / reasoning enabled|disabled
 base_model = "alibaba/qwen3.7-max"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "toggle" }]
 
 [cost]
 input = 2.5
diff --git a/providers/cline-pass/models/cline-pass/qwen3.7-plus.toml b/providers/cline-pass/models/cline-pass/qwen3.7-plus.toml
index 55e28b335eb..4c0d4b2c041 100644
--- a/providers/cline-pass/models/cline-pass/qwen3.7-plus.toml
+++ b/providers/cline-pass/models/cline-pass/qwen3.7-plus.toml
@@ -1,5 +1,9 @@
+# https://docs.cline.bot/getting-started/clinepass
+# Lab Alibaba Qwen3.7 Plus: enable_thinking + thinking_budget (providers/alibaba/models/qwen3.7-plus.toml)
+# ClinePass OpenAI-compatible Chat Completions path: peers (OpenRouter) expose on/off only, not budget_tokens.
+# Toggle: enable_thinking / reasoning enabled|disabled
 base_model = "alibaba/qwen3.7-plus"
-reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "high", "xhigh"] }]
+reasoning_options = [{ type = "toggle" }]
 
 [cost]
 input = 0.4
diff --git a/providers/cline-pass/models/cline-pass/qwen3.8-max.toml b/providers/cline-pass/models/cline-pass/qwen3.8-max.toml
index a72991d846b..6a9d910be85 100644
--- a/providers/cline-pass/models/cline-pass/qwen3.8-max.toml
+++ b/providers/cline-pass/models/cline-pass/qwen3.8-max.toml
@@ -1,11 +1,11 @@
 # https://docs.cline.bot/getting-started/clinepass (accessed 2026-08-24)
 # Model ID cline-pass/qwen3.8-max; reference pricing $2 / $6 / $0.25 per 1M tokens (input/output/cache read), cache write $2.5.
+# Lab Alibaba Qwen3.8 Max: enable_thinking + reasoning_effort low|medium|xhigh
+# (providers/alibaba/models/qwen3.8-max.toml; https://docs.qwencloud.com/developer-guides/text-generation/thinking)
+# Effort includes none for off (hybrid model); no high (lab maps high→xhigh; native graded set is low|medium|xhigh)
 base_model = "alibaba/qwen3.8-max"
 structured_output = true
-
-[[reasoning_options]]
-type = "effort"
-values = ["minimal", "low", "medium", "high", "xhigh"]
+reasoning_options = [{ type = "effort", values = ["none", "low", "medium", "xhigh"] }]
 
 [cost]
 input = 2