diff --git a/packages/harness-omp/config/models.yml b/packages/harness-omp/config/models.yml
index b4b0b41..28ba53e 100644
--- a/packages/harness-omp/config/models.yml
+++ b/packages/harness-omp/config/models.yml
@@ -17,15 +17,15 @@ providers:
     models:
       # crusoe
       - id: zai/GLM-5.2
-        contextWindow: 200000
+        contextWindow: 1000000
         reasoning: true
       - id: deepseek-ai/DeepSeek-V4-Pro
-        contextWindow: 131072
+        contextWindow: 1000000
         reasoning: true
       - id: Qwen/Qwen3-235B-A22B-Instruct-2507
         contextWindow: 262144
       - id: moonshotai/Kimi-K2.6
-        contextWindow: 131072
+        contextWindow: 262144
       # openrouter (context per live catalog 2026-07-07)
       - id: openai/gpt-5.5
         contextWindow: 1050000
@@ -73,43 +73,43 @@ providers:
       # mirror their base model's contextWindow; new-model windows are the
       # families' published values.
       - id: glm-5.2
-        contextWindow: 200000
+        contextWindow: 1000000
         reasoning: true
       - id: glm-5.2-fast
-        contextWindow: 200000
+        contextWindow: 1000000
         reasoning: true
       - id: glm-5.2-flex
-        contextWindow: 200000
+        contextWindow: 1000000
         reasoning: true
       - id: glm-5.2-short
-        contextWindow: 200000
+        contextWindow: 199984
         reasoning: true
       - id: glm-5.2-short-fast
-        contextWindow: 200000
+        contextWindow: 199984
         reasoning: true
       - id: glm-5.2-short-fast-flex
-        contextWindow: 200000
+        contextWindow: 199984
         reasoning: true
       - id: glm-5.2-short-flex
-        contextWindow: 200000
+        contextWindow: 199984
         reasoning: true
       - id: zai/GLM-5.1
         contextWindow: 200000
         reasoning: true
       - id: kimi-k2.6
-        contextWindow: 131072
+        contextWindow: 262144
       - id: kimi-k2.6-fast
-        contextWindow: 131072
+        contextWindow: 262144
       - id: kimi-k2.6-flex
-        contextWindow: 131072
+        contextWindow: 262144
       - id: kimi-k2.7-code
         contextWindow: 262144
       - id: kimi-k2.7-code-flex
         contextWindow: 262144
       - id: deepseek-ai/DeepSeek-V3-0324
-        contextWindow: 131072
+        contextWindow: 163840
       - id: deepseek-ai/Deepseek-V4-Flash
-        contextWindow: 131072
+        contextWindow: 1000000
         reasoning: true
       - id: google/gemma-4-31b-it
         contextWindow: 131072
@@ -126,9 +126,9 @@ providers:
       - id: qwen3.5-397b-fast
         contextWindow: 262144
       - id: qwen3.6-35b
-        contextWindow: 262144
+        contextWindow: 131072
       - id: qwen3.6-35b-fast
-        contextWindow: 262144
+        contextWindow: 131072
       - id: yutori/n1.5
         contextWindow: 131072
   ollama:
diff --git a/packages/harness-pi/config/models.json b/packages/harness-pi/config/models.json
index 988f77a..9d71d47 100644
--- a/packages/harness-pi/config/models.json
+++ b/packages/harness-pi/config/models.json
@@ -5,47 +5,191 @@
       "api": "openai-completions",
       "apiKey": "env:UNSIGNED_LLM_API_KEY",
       "models": [
-        { "id": "google/gemini-3.5-flash", "contextWindow": 1048576, "reasoning": true },
-        { "id": "zai/GLM-5.2", "contextWindow": 200000, "reasoning": true },
-        { "id": "deepseek-ai/DeepSeek-V4-Pro", "contextWindow": 131072, "reasoning": true },
-        { "id": "Qwen/Qwen3-235B-A22B-Instruct-2507", "contextWindow": 262144 },
-        { "id": "moonshotai/Kimi-K2.6", "contextWindow": 131072 },
-        { "id": "openai/gpt-5.5", "contextWindow": 1050000, "reasoning": true },
-        { "id": "moonshotai/kimi-k2.7-code", "contextWindow": 262144 },
-        { "id": "mistralai/devstral-2512", "contextWindow": 262144 },
-        { "id": "claude-sonnet-5", "contextWindow": 200000, "reasoning": true },
-        { "id": "claude-haiku-4-5", "contextWindow": 200000 },
-        { "id": "claude-opus-4-8", "contextWindow": 200000, "reasoning": true },
-        { "id": "morph-v3-fast", "contextWindow": 32768 },
-        { "id": "morph-glm52-744b", "contextWindow": 1000000 },
-        { "id": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "contextWindow": 131072, "reasoning": true },
-        { "id": "nvidia/NVIDIA-Nemotron-3-Super-120B-A12B", "contextWindow": 131072, "reasoning": true },
-        { "id": "nvidia/NVIDIA-Nemotron-3-Ultra-550B", "contextWindow": 200000, "reasoning": true },
-        { "id": "nvidia/Nemotron-3-Nano-Omni-Reasoning-30B-A3B", "contextWindow": 131072, "reasoning": true },
-        { "id": "glm-5.2", "contextWindow": 200000, "reasoning": true },
-        { "id": "glm-5.2-fast", "contextWindow": 200000, "reasoning": true },
-        { "id": "glm-5.2-flex", "contextWindow": 200000, "reasoning": true },
-        { "id": "glm-5.2-short", "contextWindow": 200000, "reasoning": true },
-        { "id": "glm-5.2-short-fast", "contextWindow": 200000, "reasoning": true },
-        { "id": "glm-5.2-short-fast-flex", "contextWindow": 200000, "reasoning": true },
-        { "id": "glm-5.2-short-flex", "contextWindow": 200000, "reasoning": true },
-        { "id": "zai/GLM-5.1", "contextWindow": 200000, "reasoning": true },
-        { "id": "kimi-k2.6", "contextWindow": 131072 },
-        { "id": "kimi-k2.6-fast", "contextWindow": 131072 },
-        { "id": "kimi-k2.6-flex", "contextWindow": 131072 },
-        { "id": "kimi-k2.7-code", "contextWindow": 262144 },
-        { "id": "kimi-k2.7-code-flex", "contextWindow": 262144 },
-        { "id": "deepseek-ai/DeepSeek-V3-0324", "contextWindow": 131072 },
-        { "id": "deepseek-ai/Deepseek-V4-Flash", "contextWindow": 131072, "reasoning": true },
-        { "id": "google/gemma-4-31b-it", "contextWindow": 131072 },
-        { "id": "meta-llama/Llama-3.3-70B-Instruct", "contextWindow": 131072 },
-        { "id": "minimax/minimax-m2.7", "contextWindow": 200000, "reasoning": true },
-        { "id": "openai/gpt-oss-120b", "contextWindow": 131072, "reasoning": true },
-        { "id": "qwen3.5-397b", "contextWindow": 262144 },
-        { "id": "qwen3.5-397b-fast", "contextWindow": 262144 },
-        { "id": "qwen3.6-35b", "contextWindow": 262144 },
-        { "id": "qwen3.6-35b-fast", "contextWindow": 262144 },
-        { "id": "yutori/n1.5", "contextWindow": 131072 }
+        {
+          "id": "google/gemini-3.5-flash",
+          "contextWindow": 1048576,
+          "reasoning": true
+        },
+        {
+          "id": "zai/GLM-5.2",
+          "contextWindow": 1000000,
+          "reasoning": true
+        },
+        {
+          "id": "deepseek-ai/DeepSeek-V4-Pro",
+          "contextWindow": 1000000,
+          "reasoning": true
+        },
+        {
+          "id": "Qwen/Qwen3-235B-A22B-Instruct-2507",
+          "contextWindow": 262144
+        },
+        {
+          "id": "moonshotai/Kimi-K2.6",
+          "contextWindow": 262144
+        },
+        {
+          "id": "openai/gpt-5.5",
+          "contextWindow": 1050000,
+          "reasoning": true
+        },
+        {
+          "id": "moonshotai/kimi-k2.7-code",
+          "contextWindow": 262144
+        },
+        {
+          "id": "mistralai/devstral-2512",
+          "contextWindow": 262144
+        },
+        {
+          "id": "claude-sonnet-5",
+          "contextWindow": 200000,
+          "reasoning": true
+        },
+        {
+          "id": "claude-haiku-4-5",
+          "contextWindow": 200000
+        },
+        {
+          "id": "claude-opus-4-8",
+          "contextWindow": 200000,
+          "reasoning": true
+        },
+        {
+          "id": "morph-v3-fast",
+          "contextWindow": 32768
+        },
+        {
+          "id": "morph-glm52-744b",
+          "contextWindow": 1000000
+        },
+        {
+          "id": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B",
+          "contextWindow": 131072,
+          "reasoning": true
+        },
+        {
+          "id": "nvidia/NVIDIA-Nemotron-3-Super-120B-A12B",
+          "contextWindow": 131072,
+          "reasoning": true
+        },
+        {
+          "id": "nvidia/NVIDIA-Nemotron-3-Ultra-550B",
+          "contextWindow": 200000,
+          "reasoning": true
+        },
+        {
+          "id": "nvidia/Nemotron-3-Nano-Omni-Reasoning-30B-A3B",
+          "contextWindow": 131072,
+          "reasoning": true
+        },
+        {
+          "id": "glm-5.2",
+          "contextWindow": 1000000,
+          "reasoning": true
+        },
+        {
+          "id": "glm-5.2-fast",
+          "contextWindow": 1000000,
+          "reasoning": true
+        },
+        {
+          "id": "glm-5.2-flex",
+          "contextWindow": 1000000,
+          "reasoning": true
+        },
+        {
+          "id": "glm-5.2-short",
+          "contextWindow": 199984,
+          "reasoning": true
+        },
+        {
+          "id": "glm-5.2-short-fast",
+          "contextWindow": 199984,
+          "reasoning": true
+        },
+        {
+          "id": "glm-5.2-short-fast-flex",
+          "contextWindow": 199984,
+          "reasoning": true
+        },
+        {
+          "id": "glm-5.2-short-flex",
+          "contextWindow": 199984,
+          "reasoning": true
+        },
+        {
+          "id": "zai/GLM-5.1",
+          "contextWindow": 200000,
+          "reasoning": true
+        },
+        {
+          "id": "kimi-k2.6",
+          "contextWindow": 262144
+        },
+        {
+          "id": "kimi-k2.6-fast",
+          "contextWindow": 262144
+        },
+        {
+          "id": "kimi-k2.6-flex",
+          "contextWindow": 262144
+        },
+        {
+          "id": "kimi-k2.7-code",
+          "contextWindow": 262144
+        },
+        {
+          "id": "kimi-k2.7-code-flex",
+          "contextWindow": 262144
+        },
+        {
+          "id": "deepseek-ai/DeepSeek-V3-0324",
+          "contextWindow": 163840
+        },
+        {
+          "id": "deepseek-ai/Deepseek-V4-Flash",
+          "contextWindow": 1000000,
+          "reasoning": true
+        },
+        {
+          "id": "google/gemma-4-31b-it",
+          "contextWindow": 131072
+        },
+        {
+          "id": "meta-llama/Llama-3.3-70B-Instruct",
+          "contextWindow": 131072
+        },
+        {
+          "id": "minimax/minimax-m2.7",
+          "contextWindow": 200000,
+          "reasoning": true
+        },
+        {
+          "id": "openai/gpt-oss-120b",
+          "contextWindow": 131072,
+          "reasoning": true
+        },
+        {
+          "id": "qwen3.5-397b",
+          "contextWindow": 262144
+        },
+        {
+          "id": "qwen3.5-397b-fast",
+          "contextWindow": 262144
+        },
+        {
+          "id": "qwen3.6-35b",
+          "contextWindow": 131072
+        },
+        {
+          "id": "qwen3.6-35b-fast",
+          "contextWindow": 131072
+        },
+        {
+          "id": "yutori/n1.5",
+          "contextWindow": 131072
+        }
       ]
     },
     "ollama": {
@@ -53,11 +197,30 @@
       "api": "openai-completions",
       "apiKey": "ollama",
       "models": [
-        { "id": "qwen3.6-27b-mtp", "contextWindow": 32768, "reasoning": true },
-        { "id": "qwen3.6-35b-mtp", "contextWindow": 32768, "reasoning": true },
-        { "id": "hf.co/unsloth/GLM-4.7-Flash-GGUF:UD-Q4_K_XL", "contextWindow": 32768, "reasoning": true },
-        { "id": "hf.co/unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF:UD-Q4_K_XL", "contextWindow": 32768 },
-        { "id": "qwen3.5-9b-mtp", "contextWindow": 32768, "reasoning": true }
+        {
+          "id": "qwen3.6-27b-mtp",
+          "contextWindow": 32768,
+          "reasoning": true
+        },
+        {
+          "id": "qwen3.6-35b-mtp",
+          "contextWindow": 32768,
+          "reasoning": true
+        },
+        {
+          "id": "hf.co/unsloth/GLM-4.7-Flash-GGUF:UD-Q4_K_XL",
+          "contextWindow": 32768,
+          "reasoning": true
+        },
+        {
+          "id": "hf.co/unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF:UD-Q4_K_XL",
+          "contextWindow": 32768
+        },
+        {
+          "id": "qwen3.5-9b-mtp",
+          "contextWindow": 32768,
+          "reasoning": true
+        }
       ]
     },
     "llamacpp": {
@@ -65,7 +228,9 @@
       "api": "openai-completions",
       "apiKey": "none",
       "models": [
-        { "id": "local" }
+        {
+          "id": "local"
+        }
       ]
     },
     "vllm": {
@@ -73,7 +238,9 @@
       "api": "openai-completions",
       "apiKey": "none",
       "models": [
-        { "id": "served-model" }
+        {
+          "id": "served-model"
+        }
       ]
     }
   }
diff --git a/packages/presets-parity/README.md b/packages/presets-parity/README.md
index f3cd5bd..4e67247 100644
--- a/packages/presets-parity/README.md
+++ b/packages/presets-parity/README.md
@@ -26,11 +26,12 @@ on a weekly schedule (`.github/workflows/parity-live.yml`, Mon 06:17 UTC +
 (gateway virtual key; 1P item `unsigned-llm` — never committed). A red
 scheduled run means the gateway catalog drifted from the presets (OPS-729).
 
-The live run also compares preset `contextWindow`s against the gateway's
-`/v1/model/info` metadata (OPS-732): mismatches are **warned**, not failed,
-while `max_input_tokens` coverage is sparse. Once the LiteLLM config carries
-metadata for the full catalog (paas-side half of OPS-732), promote the
-warning to an assertion.
+The live run also **asserts** preset `contextWindow`s equal the gateway's
+`/v1/model/info` `max_input_tokens` (OPS-732; authoritative since
+unsigned-paas#1449 / chart 0.4.13 enriched all 41 catalog models), with a
+coverage floor so a silent metadata collapse can't make the check vacuous.
+On drift: fix the paas values first if the gateway is wrong, else align the
+presets — /model/info is the source of truth.
 
 ## Verified
 
diff --git a/packages/presets-parity/tests/parity.test.ts b/packages/presets-parity/tests/parity.test.ts
index 5f839a8..486d7e2 100644
--- a/packages/presets-parity/tests/parity.test.ts
+++ b/packages/presets-parity/tests/parity.test.ts
@@ -91,9 +91,9 @@ describe("gateway preset parity", () => {
   );
 
   // OPS-732: preset contextWindows vs the gateway's /model/info metadata.
-  // WARNS (does not fail) on mismatch while /model/info coverage is sparse —
-  // once the LiteLLM config carries max_input_tokens for every model (the
-  // paas-side half of OPS-732), promote the warning to an assertion.
+  // ASSERTS since 2026-07-18: the paas-side enrichment (unsigned-paas#1449,
+  // chart 0.4.13) made /model/info authoritative for all 41 catalog models —
+  // max_input_tokens is the source of truth and presets must match it.
   test.if(process.env.PARITY_LIVE === "1")(
     "preset contextWindows match /model/info where metadata exists",
     async () => {
@@ -126,13 +126,14 @@ describe("gateway preset parity", () => {
         covered++;
         if (preset !== max) drifted.push(`${m.model_name}: preset=${preset} model_info=${max}`);
       }
-      if (drifted.length > 0) {
-        console.warn(
-          `[parity] contextWindow drift vs /model/info (${drifted.length}/${covered} covered ids):\n  ${drifted.join("\n  ")}`,
-        );
-      }
-      // Hard assertion deferred until /model/info covers the full catalog.
-      expect(covered).toBeGreaterThanOrEqual(0);
+      expect(
+        drifted,
+        `contextWindow drift vs /model/info (${covered} covered ids)`,
+      ).toEqual([]);
+      // Coverage floor: the gateway must keep serving metadata for the
+      // catalog (a silent coverage collapse would make the drift check
+      // vacuous). 41 ids enriched as of chart 0.4.13.
+      expect(covered).toBeGreaterThanOrEqual(30);
     },
   );
 });