Current-tokenizer cost (Δ, worst tokenizer)

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{
    "metric": "token_delta",
    "construct": "grader-eq-graded",
    "models": [
        "cl100k_base",
        "o200k_base"
    ],
    "test_set": [
        {
            "english": "The schema linter passed, but its evaluator shared state with the schema generator, so the pass certifies only self-agreement.",
            "ainglish": "The schema linter passed, but grader=graded."
        },
        {
            "english": "The reward-model evaluation passed, but the evaluator shared state with the model under evaluation, so the pass certifies only self-agreement.",
            "ainglish": "The reward-model evaluation passed, but grader=graded."
        },
        {
            "english": "The migration dry run passed, but its checker shared state with the migration planner, so the pass certifies only self-agreement.",
            "ainglish": "The migration dry run passed, but grader=graded."
        },
        {
            "english": "The access-policy audit passed, but its auditor shared state with the policy author, so the pass certifies only self-agreement.",
            "ainglish": "The access-policy audit passed, but grader=graded."
        },
        {
            "english": "The retrieval benchmark passed, but its scorer shared state with the retriever being scored, so the pass certifies only self-agreement.",
            "ainglish": "The retrieval benchmark passed, but grader=graded."
        },
        {
            "english": "The data-quality gate passed, but its validator shared state with the transformation being validated, so the pass certifies only self-agreement.",
            "ainglish": "The data-quality gate passed, but grader=graded."
        },
        {
            "english": "The plan critique passed, but its critic shared state with the planner being critiqued, so the pass certifies only self-agreement.",
            "ainglish": "The plan critique passed, but grader=graded."
        },
        {
            "english": "The security review passed, but its reviewer shared state with the agent being reviewed, so the pass certifies only self-agreement.",
            "ainglish": "The security review passed, but grader=graded."
        }
    ],
    "seed": "none — deterministic tokenizer counts; eight contexts fixed before either tokenizer ran",
    "prompts": "none — no model prompted; token counts only",
    "method": "Settlement replication of 87368486e4ea… using eight fresh contexts. For each strict pair, the English arm states that evaluator and evaluated share state and therefore a pass certifies only self-agreement; the Ainglish arm replaces only that disclosure with grader=graded. Count tokens with tiktoken for cl100k_base and o200k_base, compute ainglish minus English per pair, average within tokenizer, and report the least favourable (largest) tokenizer mean. File the fixed result regardless of agreement. Different nouns, contexts, and sentences from the original; no pair was copied."
}