diff --git a/README.md b/README.md
index 2108699..a312938 100644
--- a/README.md
+++ b/README.md
@@ -76,7 +76,7 @@ Every agent must have fallbacks spanning **multiple providers**. Same-provider f
 
 | Agent | Primary | Fallback 1 | Fallback 2 | Fallback 3 |
 |-------|---------|------------|------------|------------|
-| main | Opus (Anthropic) | Pro (Google) | Codex (OpenAI) | K2.5 (Kimi) |
+| main | Opus (Anthropic) | Codex (OpenAI) | Pro (Google) | K2.5 (Kimi) |
 | codex | Codex (OpenAI) | Opus (Anthropic) | Pro (Google) | K2.5 (Kimi) |
 | gemini-researcher | Pro (Google) | Flash (Google) | Opus (Anthropic) | Codex (OpenAI) |
 | gemini-fast | Flash (Google) | Pro (Google) | Opus (Anthropic) | Codex (OpenAI) |
diff --git a/SKILL.md b/SKILL.md
index 0600c79..5837340 100644
--- a/SKILL.md
+++ b/SKILL.md
@@ -43,7 +43,7 @@ For full provider configuration details, consult `references/provider-config.md`
 | SIMPLE | Gemini 2.5 Flash-Lite | `google-gemini-cli/gemini-2.5-flash-lite` | 495 tok/s | 0.23s | 21.6 | 1M | Low-latency pings, trivial format tasks |
 | FAST | Gemini 3 Flash | `google-gemini-cli/gemini-3-flash-preview` | 206 tok/s | 12.75s | 46.4 | 1M | Instruction following, structured output, heartbeats |
 | RESEARCH | Gemini 3 Pro | `google-gemini-cli/gemini-3-pro-preview` | 131 tok/s | 29.59s | 48.4 | 1M | Scientific research, long context analysis |
-| CODE | GPT-5.3 Codex | `openai-codex/gpt-5.3-codex` | 113 tok/s | 20.00s | 51.5 | 200K | Code generation, math (99.0) |
+| CODE | GPT-5.3 Codex | `openai-codex/gpt-5.3-codex` | 113 tok/s | 20.00s | 51.5 | 266K | Code generation, math (99.0) |
 | DEEP | Claude Opus 4.6 | `anthropic/claude-opus-4-6` | 67 tok/s | 1.76s | 53.0 | 200K | Reasoning, planning, judgment |
 | ORCHESTRATE | Kimi K2.5 | `kimi-coding/k2p5` | 39 tok/s | 1.65s | 46.7 | 128K | Multi-agent orchestration (TAU-2: 0.959) |
 
@@ -219,7 +219,7 @@ When a model is unavailable or rate-limited, fall through in reliability order.
 ### Full Stack (4 providers)
 | Task Type | Primary | Fallback 1 | Fallback 2 | Fallback 3 |
 |-----------|---------|------------|------------|------------|
-| Reasoning | Opus | Gemini Pro | Codex | Kimi K2.5 |
+| Reasoning | Opus | Codex | Gemini Pro | Kimi K2.5 |
 | Code | Codex | Opus | Gemini Pro | Kimi K2.5 |
 | Research | Gemini Pro | Opus | Codex | Kimi K2.5 |
 | Fast tasks | Flash-Lite | Flash | Opus | Codex |
diff --git a/benchmarks.json b/benchmarks.json
index 7e4ee22..c282051 100644
--- a/benchmarks.json
+++ b/benchmarks.json
@@ -72,7 +72,7 @@
       "speed_tok_s": 113,
       "ttft_s": 20.00,
       "intelligence": 51.5,
-      "context_window": 200000,
+      "context_window": 266000,
       "best_at": ["code generation", "math", "debugging"],
       "benchmarks": {
         "ifbench": 0.590,
diff --git a/examples/full-stack/openclaw.json b/examples/full-stack/openclaw.json
index 252f765..8e25eb2 100644
--- a/examples/full-stack/openclaw.json
+++ b/examples/full-stack/openclaw.json
@@ -19,8 +19,8 @@
       "model": {
         "primary": "anthropic/claude-opus-4-6",
         "fallbacks": [
-          "google-gemini-cli/gemini-3-pro-preview",
           "openai-codex/gpt-5.3-codex",
+          "google-gemini-cli/gemini-3-pro-preview",
           "kimi-coding/k2p5"
         ]
       },
@@ -35,8 +35,8 @@
         "model": {
           "primary": "anthropic/claude-opus-4-6",
           "fallbacks": [
-            "google-gemini-cli/gemini-3-pro-preview",
             "openai-codex/gpt-5.3-codex",
+            "google-gemini-cli/gemini-3-pro-preview",
             "kimi-coding/k2p5"
           ]
         },
diff --git a/references/provider-config.md b/references/provider-config.md
index 9d060f5..e9195cc 100644
--- a/references/provider-config.md
+++ b/references/provider-config.md
@@ -13,8 +13,8 @@ To use routing, agents must be defined in `openclaw.json`. Here is the recommend
       "model": {
         "primary": "anthropic/claude-opus-4-6",
         "fallbacks": [
-          "google-gemini-cli/gemini-3-pro-preview",
           "openai-codex/gpt-5.3-codex",
+          "google-gemini-cli/gemini-3-pro-preview",
           "kimi-coding/k2p5"
         ]
       },