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Bake-off round 2: gpt-5-mini is Nemotron's complement, not its replacement
Seven more candidates. gpt-5-mini: 4/4 catches incl. docstring-trap (which every round-1 model missed) but 2 false positives on clean cases — the exact inverse of Nemotron's profile (0 false positives, 2 catch-misses). gpt-oss 5/7, kimi 5/7 (slow), qwen3.5-122b 4/7. NVIDIA free tier: mistral-large and codestral not servable via provider registration, llama-4 times out. Single-critic seat stays Nemotron (precision-first, 5x faster, free); the data now makes the two-model council case concrete. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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{
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"cases": [
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"clean-rename",
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"clean-slugify",
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"clean-truncate",
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"docstring-trap",
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"latent-config",
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"latent-drift",
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"planted-divide"
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],
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"models": {
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"nvidia-nim/mistralai/mistral-large": {
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"score": null,
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"note": "PONG failed \u2014 skipped"
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},
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"nvidia-nim/meta/llama-4-maverick-17b-128e-instruct": {
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"score": null,
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"note": "PONG failed \u2014 skipped"
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},
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"nvidia-nim/mistralai/codestral-22b-instruct-v0.1": {
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"score": null,
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"note": "PONG failed \u2014 skipped"
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},
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"openrouter/openai/gpt-5-mini": {
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"score": 0.714,
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"correct": 5,
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"malformed": 0,
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"errors": 0,
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"mean_s": 10.5,
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"max_s": 16.5,
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"rows": [
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{
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"case": "clean-rename",
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"expected": "pass",
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"verdict": "SUGGESTION",
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"ok": false,
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"s": 15.9
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},
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{
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"case": "clean-slugify",
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"expected": "pass",
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"verdict": "PASS",
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"ok": true,
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"s": 6.5
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},
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{
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"case": "clean-truncate",
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"expected": "pass",
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"verdict": "SUGGESTION",
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"ok": false,
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"s": 10.1
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},
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{
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"case": "docstring-trap",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 9.9
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},
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{
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"case": "latent-config",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 7.6
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},
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{
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"case": "latent-drift",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 16.5
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},
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{
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"case": "planted-divide",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 7.2
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}
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]
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},
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"openrouter/openai/gpt-oss-120b": {
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"score": 0.714,
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"correct": 5,
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"malformed": 1,
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"errors": 0,
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"mean_s": 12.5,
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"max_s": 42.3,
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"rows": [
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{
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"case": "clean-rename",
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"expected": "pass",
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"verdict": "SUGGESTION",
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"ok": false,
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"s": 42.3
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},
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{
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"case": "clean-slugify",
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"expected": "pass",
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"verdict": "PASS",
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"ok": true,
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"s": 5.3
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},
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{
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"case": "clean-truncate",
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"expected": "pass",
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"verdict": "PASS",
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"ok": true,
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"s": 23.4
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},
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{
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"case": "docstring-trap",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 3.8
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},
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{
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"case": "latent-config",
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"expected": "flag",
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"verdict": "PASS",
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"ok": false,
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"s": 1.6
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},
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{
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"case": "latent-drift",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 6.9
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},
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{
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"case": "planted-divide",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 4.2
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}
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]
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},
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"openrouter/moonshotai/kimi-k2.6": {
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"score": 0.714,
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"correct": 5,
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"malformed": 2,
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"errors": 0,
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"mean_s": 31.9,
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"max_s": 62.1,
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"rows": [
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{
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"case": "clean-rename",
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"expected": "pass",
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"verdict": "PASS",
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"ok": true,
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"s": 10.0
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},
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{
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"case": "clean-slugify",
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"expected": "pass",
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"verdict": "PASS",
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"ok": true,
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"s": 36.1
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},
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{
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"case": "clean-truncate",
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"expected": "pass",
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"verdict": "SUGGESTION",
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"ok": false,
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"s": 39.0
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},
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{
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"case": "docstring-trap",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 44.4
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},
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{
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"case": "latent-config",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 62.1
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},
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{
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"case": "latent-drift",
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"expected": "flag",
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"verdict": "PASS",
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"ok": false,
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"s": 11.2
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},
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{
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"case": "planted-divide",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 20.6
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}
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]
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},
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"openrouter/qwen/qwen3.5-122b-a10b": {
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"score": 0.571,
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"correct": 4,
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"malformed": 0,
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"errors": 0,
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"mean_s": 6.4,
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"max_s": 9.9,
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"rows": [
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{
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"case": "clean-rename",
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"expected": "pass",
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"verdict": "PASS",
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"ok": true,
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"s": 4.3
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},
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{
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"case": "clean-slugify",
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"expected": "pass",
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"verdict": "PASS",
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"ok": true,
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"s": 4.4
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},
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{
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"case": "clean-truncate",
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"expected": "pass",
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"verdict": "SUGGESTION",
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"ok": false,
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"s": 8.4
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},
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{
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"case": "docstring-trap",
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"expected": "flag",
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"verdict": "PASS",
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"ok": false,
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"s": 6.6
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},
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{
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"case": "latent-config",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 8.5
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},
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{
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"case": "latent-drift",
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"expected": "flag",
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"verdict": "PASS",
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"ok": false,
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"s": 9.9
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},
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{
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"case": "planted-divide",
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"expected": "flag",
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"verdict": "SUGGESTION",
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"ok": true,
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"s": 2.6
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}
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]
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}
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}
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}

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