diff --git a/scripts/wvs_score_all_options_recover_cache.py b/scripts/wvs_score_all_options_recover_cache.py
index 1b929f9..7abe3fa 100644
--- a/scripts/wvs_score_all_options_recover_cache.py
+++ b/scripts/wvs_score_all_options_recover_cache.py
@@ -3,6 +3,7 @@
 from __future__ import annotations
 
 import argparse
+import hashlib
 import json
 import multiprocessing
 import tempfile
@@ -42,7 +43,6 @@ def recovered_entries(records: list[dict]) -> dict[str, dict]:
     resolved = resolve_items(load_wvs_all())
     expected_ids = [item["suffix"] for axis in (X_AXIS, Y_AXIS) for item in resolved[axis]]
     entries = {}
-    rng = np.random.default_rng(0)
     for finish in finished:
         run_id = finish["run_id"]
         start = starts[run_id]
@@ -52,7 +52,7 @@ def recovered_entries(records: list[dict]) -> dict[str, dict]:
         if any(row["valid_samples"] != 12 for row in rows.values()):
             raise ValueError(f"complete run {run_id} has non-12 item samples")
         psamples = {item_id: np.asarray(rows[item_id]["p_samples"]) for item_id in expected_ids}
-        coords = model_coord_ci(psamples, resolved, rng)
+        coords = model_coord_ci(psamples, resolved, np.random.default_rng(0))
         model = finish["model"]
         entries[finish["protocol_id"]] = {
             "model": model,
@@ -84,22 +84,48 @@ def concurrency_smoke() -> None:
         assert set(json.loads(path.read_text())["completed"]) == {"a", "b"}
 
 
+def recovery_nonoverwriting_smoke() -> None:
+    with tempfile.TemporaryDirectory() as directory:
+        path = Path(directory) / "cache.json"
+        original = {"schema": 2, "completed": {"existing": {"coords": [1, 2, 3, 4]}}}
+        path.write_text(json.dumps(original, sort_keys=True))
+        recovered = {"existing": {"coords": [9, 9, 9, 9]}, "missing": {"coords": [5, 6, 7, 8]}}
+        additions = {key: value for key, value in recovered.items() if key not in original["completed"]}
+        merged = merge_completed(path, additions)
+        assert merged["completed"]["existing"] == original["completed"]["existing"]
+        assert merged["completed"]["missing"] == recovered["missing"]
+
+
 def main() -> None:
     parser = argparse.ArgumentParser()
     parser.add_argument("--smoke", action="store_true")
     args = parser.parse_args()
     if args.smoke:
         concurrency_smoke()
-        print("smoke: two concurrent cache writers preserve both completed entries")
+        recovery_nonoverwriting_smoke()
+        print("smoke: concurrent writers merge, and recovery never overwrites an existing entry")
     records = read_records()
+    existing = json.loads(CACHE.read_text())["completed"] if CACHE.exists() else {}
+    existing_hash = hashlib.sha256(json.dumps(existing, sort_keys=True, separators=(",", ":")).encode()).hexdigest()
     entries = recovered_entries(records)
-    merged = merge_completed(CACHE, entries)
+    additions = {key: value for key, value in entries.items() if key not in existing}
+    overlaps = {key: entry for key, entry in entries.items() if key in existing}
+    point_coordinates_match = all(existing[key]["coords"][:2] == entry["coords"][:2] for key, entry in overlaps.items())
+    merged = merge_completed(CACHE, additions)
+    preserved = {key: merged["completed"][key] for key in existing}
+    preserved_hash = hashlib.sha256(json.dumps(preserved, sort_keys=True, separators=(",", ":")).encode()).hexdigest()
     audit = {
         "ledger": str(RECORDS),
         "ledger_valid_lines": len(records),
-        "recovered_complete_runs": len(entries),
+        "existing_entries_preserved_count": len(existing),
+        "existing_entries_sha256_before": existing_hash,
+        "existing_entries_sha256_after": preserved_hash,
+        "new_complete_runs_added": len(additions),
+        "new_protocol_ids": sorted(additions),
+        "new_models": sorted(entry["model"] for entry in additions.values()),
+        "overlap_complete_runs": len(overlaps),
+        "overlap_point_coordinates_equal": point_coordinates_match,
         "cache_completed_entries_after_merge": len(merged["completed"]),
-        "recovered_models": sorted(entry["model"] for entry in entries.values()),
     }
     AUDIT.write_text(json.dumps(audit, indent=2, sort_keys=True) + "\n")
     print(json.dumps(audit, indent=2, sort_keys=True))
diff --git a/slop/audits/20260917_wvs_score_all_options_cache_recovery.json b/slop/audits/20260917_wvs_score_all_options_cache_recovery.json
index 9ee2631..ec5784e 100644
--- a/slop/audits/20260917_wvs_score_all_options_cache_recovery.json
+++ b/slop/audits/20260917_wvs_score_all_options_cache_recovery.json
@@ -1,61 +1,23 @@
 {
   "cache_completed_entries_after_merge": 53,
+  "existing_entries_preserved_count": 49,
+  "existing_entries_sha256_after": "0866bae2697e7f7b7a14edc2454968319fbbc26ad8b134ea05186840d28f99c2",
+  "existing_entries_sha256_before": "0866bae2697e7f7b7a14edc2454968319fbbc26ad8b134ea05186840d28f99c2",
   "ledger": "slop/research/wvs/20260916_openrouter/wvs_iw_requests.jsonl",
   "ledger_valid_lines": 32461,
-  "recovered_complete_runs": 53,
-  "recovered_models": [
-    "anthropic/claude-fable-5.1",
+  "new_complete_runs_added": 4,
+  "new_models": [
     "deepseek/deepseek-v4-flash",
     "deepseek/deepseek-v4-flash-0731",
-    "deepseek/deepseek-v4.1-flash",
-    "google/gemini-3.7-flash",
     "meta/muse-glimmer-30b",
-    "meta/muse-spark-1.3",
-    "moonshotai/kimi-k2.6",
-    "moonshotai/kimi-k3",
-    "openai/gpt-5-nano",
-    "openai/gpt-5.6-sol",
-    "openai/gpt-6-astra",
-    "qwen/qwen-2.5-72b-instruct",
-    "qwen/qwen-2.5-7b-instruct",
-    "qwen/qwen-plus",
-    "qwen/qwen-plus-2025-07-28",
-    "qwen/qwen2.5-vl-72b-instruct",
-    "qwen/qwen3-14b",
-    "qwen/qwen3-235b-a22b",
-    "qwen/qwen3-235b-a22b-2507",
-    "qwen/qwen3-30b-a3b",
-    "qwen/qwen3-30b-a3b-instruct-2507",
-    "qwen/qwen3-32b",
-    "qwen/qwen3-8b",
-    "qwen/qwen3-coder",
-    "qwen/qwen3-coder-30b-a3b-instruct",
-    "qwen/qwen3-coder-next",
-    "qwen/qwen3-coder-plus",
-    "qwen/qwen3-max-thinking",
-    "qwen/qwen3-next-80b-a3b-instruct",
-    "qwen/qwen3-vl-235b-a22b-instruct",
-    "qwen/qwen3-vl-30b-a3b-instruct",
-    "qwen/qwen3-vl-32b-instruct",
-    "qwen/qwen3-vl-8b-instruct",
-    "qwen/qwen3.5-122b-a10b",
-    "qwen/qwen3.5-27b",
-    "qwen/qwen3.5-35b-a3b",
-    "qwen/qwen3.5-397b-a17b",
-    "qwen/qwen3.5-9b",
-    "qwen/qwen3.5-plus-02-15",
-    "qwen/qwen3.5-plus-20260420",
-    "qwen/qwen3.6-27b",
-    "qwen/qwen3.6-35b-a3b",
-    "qwen/qwen3.6-flash",
-    "qwen/qwen3.6-max-preview",
-    "qwen/qwen3.6-plus",
-    "qwen/qwen3.7-flash",
-    "qwen/qwen3.7-max",
-    "qwen/qwen3.7-plus",
-    "qwen/qwen3.8-27b",
-    "qwen/qwen3.8-flash",
-    "thinkingmachines/inkling",
-    "z-ai/glm-5.3"
-  ]
+    "moonshotai/kimi-k2.6"
+  ],
+  "new_protocol_ids": [
+    "333ece6448f97447c57f24f9e9fcf0a7fb72a1b0f96696aef3c38a9c1d2d2308",
+    "a2df2f1a32fde5dae2c1545120a4fd72cea4743bafe71a1768997dc3d125b4f4",
+    "c64ced76e82ec32cf6be896420d813403a95a421474eefcbbcbba421f8189192",
+    "d21d1e81010d87b7f79bd9ceb0d5bb226485fe6393e266e169474968e6bf26f8"
+  ],
+  "overlap_complete_runs": 49,
+  "overlap_point_coordinates_equal": true
 }
diff --git a/slop/research/wvs/20260916_openrouter/wvs_iw_rated.json b/slop/research/wvs/20260916_openrouter/wvs_iw_rated.json
index e3a674b..db92b55 100644
--- a/slop/research/wvs/20260916_openrouter/wvs_iw_rated.json
+++ b/slop/research/wvs/20260916_openrouter/wvs_iw_rated.json
@@ -4,8 +4,8 @@
       "coords": [
         0.6214472858835399,
         0.6710244268262847,
-        0.03498102851088573,
-        0.06859664714201569
+        0.03786483811416081,
+        0.06918409770409496
       ],
       "display_key": "kimi-k3 (rated)",
       "model": "moonshotai/kimi-k3",
@@ -19,8 +19,8 @@
       "coords": [
         0.5849525883130219,
         0.59521139256589,
-        0.0388043837051704,
-        0.07867897818636554
+        0.037643038378990704,
+        0.07695278664473065
       ],
       "display_key": "qwen2.5-vl-72b-instruct (rated)",
       "model": "qwen/qwen2.5-vl-72b-instruct",
@@ -34,8 +34,8 @@
       "coords": [
         0.5335737179487179,
         0.5337214372928658,
-        0.02927867567843363,
-        0.09371226473048877
+        0.029444543942379133,
+        0.09738610052745941
       ],
       "display_key": "qwen3-vl-30b-a3b-instruct (rated)",
       "model": "qwen/qwen3-vl-30b-a3b-instruct",
@@ -49,8 +49,8 @@
       "coords": [
         0.6175297619047618,
         0.5976147806792967,
-        0.03541797753120733,
-        0.06871303341417663
+        0.035727022605345674,
+        0.07361977335041572
       ],
       "display_key": "qwen3-coder-plus (rated)",
       "model": "qwen/qwen3-coder-plus",
@@ -64,8 +64,8 @@
       "coords": [
         0.5274474357644292,
         0.6650744376984001,
-        0.04284951309217784,
-        0.06880740953633888
+        0.044561828476471346,
+        0.06617035838663828
       ],
       "display_key": "gpt-5.6-sol (rated)",
       "model": "openai/gpt-5.6-sol",
@@ -79,8 +79,8 @@
       "coords": [
         0.5036638266417679,
         0.6503283973522069,
-        0.056572571946403354,
-        0.06023989073439502
+        0.057017134313755345,
+        0.06039652604026301
       ],
       "display_key": "qwen3.7-max (rated)",
       "model": "qwen/qwen3.7-max",
@@ -94,8 +94,8 @@
       "coords": [
         0.6061818582651916,
         0.6004689754689754,
-        0.02896221739482271,
-        0.08351751936863892
+        0.029738189920548014,
+        0.07794129978765893
       ],
       "display_key": "qwen3-vl-8b-instruct (rated)",
       "model": "qwen/qwen3-vl-8b-instruct",
@@ -109,8 +109,8 @@
       "coords": [
         0.5017202097104058,
         0.5916881018254176,
-        0.04329249642491525,
-        0.0665062125461305
+        0.04660057418362078,
+        0.07020408831610975
       ],
       "display_key": "qwen3.5-9b (rated)",
       "model": "qwen/qwen3.5-9b",
@@ -124,8 +124,8 @@
       "coords": [
         0.598778659611993,
         0.6204503168788883,
-        0.03672846655615712,
-        0.08900654804546242
+        0.04059052018905529,
+        0.08949774510806
       ],
       "display_key": "qwen3-coder (rated)",
       "model": "qwen/qwen3-coder",
@@ -139,8 +139,8 @@
       "coords": [
         0.5482108382155133,
         0.5760765801607652,
-        0.06993277323172409,
-        0.08010838046301313
+        0.06725327571313976,
+        0.08275579176334262
       ],
       "display_key": "deepseek-v4-flash-0731 (rated)",
       "model": "deepseek/deepseek-v4-flash-0731",
@@ -154,8 +154,8 @@
       "coords": [
         0.4153054353054353,
         0.6346365065494385,
-        0.07767226786811594,
-        0.07694753838347716
+        0.07206749839259896,
+        0.07710357656753936
       ],
       "display_key": "qwen3.8-flash (rated)",
       "model": "qwen/qwen3.8-flash",
@@ -169,8 +169,8 @@
       "coords": [
         0.5030952380952382,
         0.5846967846967848,
-        0.04532986462569823,
-        0.09037513909634669
+        0.046958286642217247,
+        0.08746316369004264
       ],
       "display_key": "qwen3-coder-30b-a3b-instruct (rated)",
       "model": "qwen/qwen3-coder-30b-a3b-instruct",
@@ -184,8 +184,8 @@
       "coords": [
         0.4253104631546661,
         0.731799663031547,
-        0.09130591901488724,
-        0.06265630083510712
+        0.0936048666617984,
+        0.060012518938080954
       ],
       "display_key": "muse-spark-1.3 (rated)",
       "model": "meta/muse-spark-1.3",
@@ -199,8 +199,8 @@
       "coords": [
         0.5790919024614678,
         0.6085929478125246,
-        0.042481181470475825,
-        0.026900473313497777
+        0.038145029256266345,
+        0.025980758516149186
       ],
       "display_key": "claude-fable-5.1 (rated)",
       "model": "anthropic/claude-fable-5.1",
@@ -214,8 +214,8 @@
       "coords": [
         0.5966931216931217,
         0.5338064713064713,
-        0.011999091335169519,
-        0.10525911258820818
+        0.011307868884765215,
+        0.10204509849192553
       ],
       "display_key": "qwen3-vl-32b-instruct (rated)",
       "model": "qwen/qwen3-vl-32b-instruct",
@@ -229,8 +229,8 @@
       "coords": [
         0.6137896825396826,
         0.5819444444444445,
-        0.016073689650860815,
-        0.08458895983430899
+        0.015958730849444745,
+        0.0834429418953706
       ],
       "display_key": "qwen3-14b (rated)",
       "model": "qwen/qwen3-14b",
@@ -244,8 +244,8 @@
       "coords": [
         0.6363133579397021,
         0.5792251640447779,
-        0.026429560820398015,
-        0.06316211550201252
+        0.027397680484314686,
+        0.06607943334210371
       ],
       "display_key": "qwen3-coder-next (rated)",
       "model": "qwen/qwen3-coder-next",
@@ -259,8 +259,8 @@
       "coords": [
         0.6064902599972044,
         0.5413085527420844,
-        0.027826894148137167,
-        0.06753477500466712
+        0.028266888268597475,
+        0.07251640240693584
       ],
       "display_key": "qwen3-32b (rated)",
       "model": "qwen/qwen3-32b",
@@ -274,8 +274,8 @@
       "coords": [
         0.6217724867724868,
         0.5391326046087952,
-        0.01514321596739316,
-        0.05660900381630799
+        0.015436127385306617,
+        0.05984330714155522
       ],
       "display_key": "qwen3-8b (rated)",
       "model": "qwen/qwen3-8b",
@@ -289,8 +289,8 @@
       "coords": [
         0.5993276014109347,
         0.5462479278681369,
-        0.025633101038546928,
-        0.10120032015015096
+        0.024660010076102412,
+        0.10518394004968958
       ],
       "display_key": "qwen3-vl-235b-a22b-instruct (rated)",
       "model": "qwen/qwen3-vl-235b-a22b-instruct",
@@ -304,8 +304,8 @@
       "coords": [
         0.5509667037841642,
         0.5895236753978316,
-        0.02679137212415509,
-        0.08184125856535546
+        0.02658132977411291,
+        0.08063463160776993
       ],
       "display_key": "qwen-2.5-7b-instruct (rated)",
       "model": "qwen/qwen-2.5-7b-instruct",
@@ -319,8 +319,8 @@
       "coords": [
         0.5614798614630517,
         0.6880988993033613,
-        0.05786677240929432,
-        0.05700827650004879
+        0.050774441812280406,
+        0.057780026773918566
       ],
       "display_key": "inkling (rated)",
       "model": "thinkingmachines/inkling",
@@ -334,8 +334,8 @@
       "coords": [
         0.5856201899951899,
         0.6494018547589976,
-        0.060949781665560955,
-        0.08885439746145042
+        0.06114886163791156,
+        0.08129405199775336
       ],
       "display_key": "qwen3.5-plus-20260420 (rated)",
       "model": "qwen/qwen3.5-plus-20260420",
@@ -349,8 +349,8 @@
       "coords": [
         0.5974338624338624,
         0.6515634387658198,
-        0.02326665279699495,
-        0.08397986216363947
+        0.023795241546514957,
+        0.07922810144513995
       ],
       "display_key": "qwen3.5-27b (rated)",
       "model": "qwen/qwen3.5-27b",
@@ -364,8 +364,8 @@
       "coords": [
         0.5372045855379188,
         0.6595114541543113,
-        0.043163200110489575,
-        0.08370748405181158
+        0.04180484013035134,
+        0.08450011787948054
       ],
       "display_key": "qwen3.5-plus-02-15 (rated)",
       "model": "qwen/qwen3.5-plus-02-15",
@@ -379,8 +379,8 @@
       "coords": [
         0.538440257742794,
         0.5530118458934986,
-        0.07158681387163214,
-        0.09053896523651496
+        0.07277582530416211,
+        0.0898393391241473
       ],
       "display_key": "qwen3.5-35b-a3b (rated)",
       "model": "qwen/qwen3.5-35b-a3b",
@@ -394,8 +394,8 @@
       "coords": [
         0.4526851851851852,
         0.6334977783064814,
-        0.05996398964814259,
-        0.08320455765016928
+        0.057818785990183905,
+        0.08298095716984875
       ],
       "display_key": "gpt-5-nano (rated)",
       "model": "openai/gpt-5-nano",
@@ -424,8 +424,8 @@
       "coords": [
         0.6427511094043352,
         0.5554953612269281,
-        0.03400287356919112,
-        0.09086207311764848
+        0.03535208249381765,
+        0.08497138486454137
       ],
       "display_key": "qwen3-235b-a22b (rated)",
       "model": "qwen/qwen3-235b-a22b",
@@ -439,8 +439,8 @@
       "coords": [
         0.6707823388714307,
         0.6060018656291949,
-        0.03345632993101348,
-        0.09299505374530567
+        0.03451993837104684,
+        0.09876091230627733
       ],
       "display_key": "qwen3-30b-a3b (rated)",
       "model": "qwen/qwen3-30b-a3b",
@@ -454,8 +454,8 @@
       "coords": [
         0.6025617283950616,
         0.6287037037037038,
-        0.03435593378616836,
-        0.09044283339419919
+        0.03396367302553316,
+        0.09406697361625513
       ],
       "display_key": "qwen-plus (rated)",
       "model": "qwen/qwen-plus",
@@ -469,8 +469,8 @@
       "coords": [
         0.6450907949109246,
         0.5437992771640354,
-        0.022113968893118275,
-        0.10180231078172153
+        0.023312776383531648,
+        0.10024881542221994
       ],
       "display_key": "qwen3-30b-a3b-instruct-2507 (rated)",
       "model": "qwen/qwen3-30b-a3b-instruct-2507",
@@ -484,8 +484,8 @@
       "coords": [
         0.5419602854216832,
         0.595896730624977,
-        0.053731321649797846,
-        0.08321090383068265
+        0.05193570378692634,
+        0.08265065423220756
       ],
       "display_key": "deepseek-v4.1-flash (rated)",
       "model": "deepseek/deepseek-v4.1-flash",
@@ -499,8 +499,8 @@
       "coords": [
         0.5408168991502326,
         0.6493278669204595,
-        0.03596105265682425,
-        0.08640277131980666
+        0.03917823180041766,
+        0.08760189869507796
       ],
       "display_key": "qwen3.5-397b-a17b (rated)",
       "model": "qwen/qwen3.5-397b-a17b",
@@ -514,8 +514,8 @@
       "coords": [
         0.4569019748367575,
         0.6751145899955423,
-        0.07783687662394496,
-        0.05577857978656997
+        0.07644348564506928,
+        0.0567289888770763
       ],
       "display_key": "gpt-6-astra (rated)",
       "model": "openai/gpt-6-astra",
@@ -529,8 +529,8 @@
       "coords": [
         0.5196778711484593,
         0.6698994127565557,
-        0.04339901270073358,
-        0.07906452366543723
+        0.042934824935707064,
+        0.07801121120269483
       ],
       "display_key": "qwen3.6-plus (rated)",
       "model": "qwen/qwen3.6-plus",
@@ -544,8 +544,8 @@
       "coords": [
         0.6026546601546601,
         0.5957470912477916,
-        0.033015451958604745,
-        0.09106122338341402
+        0.03274570154412936,
+        0.08673540897470654
       ],
       "display_key": "qwen-2.5-72b-instruct (rated)",
       "model": "qwen/qwen-2.5-72b-instruct",
@@ -559,8 +559,8 @@
       "coords": [
         0.6652380952380952,
         0.7022990677752582,
-        0.026124454690573333,
-        0.05656973783290617
+        0.026433969418704885,
+        0.06269095940430941
       ],
       "display_key": "qwen3-next-80b-a3b-instruct (rated)",
       "model": "qwen/qwen3-next-80b-a3b-instruct",
@@ -574,8 +574,8 @@
       "coords": [
         0.610243091658148,
         0.6687657686659433,
-        0.04596153462279471,
-        0.07682588731641059
+        0.04414498817375987,
+        0.08085439770187478
       ],
       "display_key": "kimi-k2.6 (rated)",
       "model": "moonshotai/kimi-k2.6",
@@ -589,8 +589,8 @@
       "coords": [
         0.45740779531102105,
         0.6795887184190553,
-        0.0930227110336478,
-        0.07587935840780517
+        0.09233310052166174,
+        0.07166972793043255
       ],
       "display_key": "qwen3.6-27b (rated)",
       "model": "qwen/qwen3.6-27b",
@@ -604,8 +604,8 @@
       "coords": [
         0.6417361111111111,
         0.5127110103300581,
-        0.035533783509182494,
-        0.08247734174209306
+        0.03807268153101321,
+        0.08042423628815949
       ],
       "display_key": "qwen-plus-2025-07-28 (rated)",
       "model": "qwen/qwen-plus-2025-07-28",
@@ -619,8 +619,8 @@
       "coords": [
         0.6062280543530544,
         0.5943180448406931,
-        0.04816007701260514,
-        0.072116166212997
+        0.04853610852408334,
+        0.0737314840555176
       ],
       "display_key": "qwen3.6-35b-a3b (rated)",
       "model": "qwen/qwen3.6-35b-a3b",
@@ -634,8 +634,8 @@
       "coords": [
         0.5778139029180694,
         0.6959770802908057,
-        0.03693419149935657,
-        0.08351595033327236
+        0.03666290866643542,
+        0.07382269298741832
       ],
       "display_key": "qwen3-max-thinking (rated)",
       "model": "qwen/qwen3-max-thinking",
@@ -649,8 +649,8 @@
       "coords": [
         0.48767589171684006,
         0.6482142857142857,
-        0.0426101913142831,
-        0.06478149056076417
+        0.04852805951852839,
+        0.06690143204728374
       ],
       "display_key": "muse-glimmer-30b (rated)",
       "model": "meta/muse-glimmer-30b",
@@ -664,8 +664,8 @@
       "coords": [
         0.4988977072310405,
         0.6262540369683227,
-        0.013608591135547174,
-        0.04901151771282093
+        0.01537866158910887,
+        0.05342525613259921
       ],
       "display_key": "gemini-3.7-flash (rated)",
       "model": "google/gemini-3.7-flash",
@@ -679,8 +679,8 @@
       "coords": [
         0.5886813794915646,
         0.6339803982919925,
-        0.05257271891027728,
-        0.07140876500169609
+        0.04800287084122153,
+        0.07143925775678789
       ],
       "display_key": "deepseek-v4-flash (rated)",
       "model": "deepseek/deepseek-v4-flash",
@@ -694,8 +694,8 @@
       "coords": [
         0.5535321928702047,
         0.6422322099171051,
-        0.05621697080592131,
-        0.061403096129926435
+        0.05892062733798582,
+        0.06715990340387798
       ],
       "display_key": "glm-5.3 (rated)",
       "model": "z-ai/glm-5.3",
@@ -709,8 +709,8 @@
       "coords": [
         0.6353621031746031,
         0.5685931857310826,
-        0.03785687360618813,
-        0.08248362706680903
+        0.03688413980467388,
+        0.08024381413619414
       ],
       "display_key": "qwen3-235b-a22b-2507 (rated)",
       "model": "qwen/qwen3-235b-a22b-2507",
@@ -724,8 +724,8 @@
       "coords": [
         0.48469169991228817,
         0.6190010643383659,
-        0.07549082925386548,
-        0.07517115878830224
+        0.07699729945533007,
+        0.07041604518532184
       ],
       "display_key": "qwen3.5-122b-a10b (rated)",
       "model": "qwen/qwen3.5-122b-a10b",
@@ -739,8 +739,8 @@
       "coords": [
         0.431934218610816,
         0.6881570439623662,
-        0.08341797207800665,
-        0.06980159408625697
+        0.08092059548185657,
+        0.07158456159738981
       ],
       "display_key": "qwen3.8-27b (rated)",
       "model": "qwen/qwen3.8-27b",
@@ -754,8 +754,8 @@
       "coords": [
         0.5078196649029982,
         0.6664359119716262,
-        0.049856523015613566,
-        0.0792534671436552
+        0.04898292658545207,
+        0.07513374670738206
       ],
       "display_key": "qwen3.7-plus (rated)",
       "model": "qwen/qwen3.7-plus",
@@ -769,8 +769,8 @@
       "coords": [
         0.6514346395123706,
         0.583014517676874,
-        0.04639237632705332,
-        0.077088244066197
+        0.044355827535678856,
+        0.07772092035914374
       ],
       "display_key": "qwen3.6-flash (rated)",
       "model": "qwen/qwen3.6-flash",
@@ -784,8 +784,8 @@
       "coords": [
         0.4805424128340796,
         0.6905543787488233,
-        0.08437549450275793,
-        0.07478325635344732
+        0.08346396425450253,
+        0.07197747047181104
       ],
       "display_key": "qwen3.6-max-preview (rated)",
       "model": "qwen/qwen3.6-max-preview",