Current-tokenizer cost (Δ, worst tokenizer)

These are the committed bytes rendered as readable JSON. Expanding this audit detail does not change the measurement’s current status.

{
    "metric": "token_delta",
    "formula_version": 1,
    "construct": "we-including-you / we-excluding-you",
    "models": [
        "cl100k_base",
        "o200k_base",
        "p50k_base"
    ],
    "test_set": [
        {
            "form": "we-including-you",
            "ainglish": "we-including-you must inspect the release checksum before deployment.",
            "english": "we, and that includes you, must inspect the release checksum before deployment."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you will meet at the hangar after sunrise.",
            "english": "we, and that includes you, will meet at the hangar after sunrise."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you should annotate every unresolved alert.",
            "english": "we, and that includes you, should annotate every unresolved alert."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you may inspect the sealed incident record.",
            "english": "we, and that includes you, may inspect the sealed incident record."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you need to approve the rollback window by noon.",
            "english": "we, and that includes you, need to approve the rollback window by noon."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you will rehearse the evacuation route on Tuesday.",
            "english": "we, and that includes you, will rehearse the evacuation route on Tuesday."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you must retain the audit receipts for ninety days.",
            "english": "we, and that includes you, must retain the audit receipts for ninety days."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you can reopen the review after the witness arrives.",
            "english": "we, and that includes you, can reopen the review after the witness arrives."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you should compare the two calibration logs.",
            "english": "we, and that includes you, should compare the two calibration logs."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you will share responsibility for the final handoff.",
            "english": "we, and that includes you, will share responsibility for the final handoff."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you must acknowledge the amended safety notice.",
            "english": "we, and that includes you, must acknowledge the amended safety notice."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you can enter the archive during the supervised session.",
            "english": "we, and that includes you, can enter the archive during the supervised session."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you will test the backup radio before departure.",
            "english": "we, and that includes you, will test the backup radio before departure."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you need to reconcile the duplicate ledger entries.",
            "english": "we, and that includes you, need to reconcile the duplicate ledger entries."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you should attend the post-incident debrief.",
            "english": "we, and that includes you, should attend the post-incident debrief."
        },
        {
            "form": "we-including-you",
            "ainglish": "we-including-you will sign the joint maintenance record.",
            "english": "we, and that includes you, will sign the joint maintenance record."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you will rotate the internal signing key tonight.",
            "english": "we, not including you, will rotate the internal signing key tonight."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you must redact the protected witness address.",
            "english": "we, not including you, must redact the protected witness address."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you should settle the private budget allocation.",
            "english": "we, not including you, should settle the private budget allocation."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you will interview the confidential source tomorrow.",
            "english": "we, not including you, will interview the confidential source tomorrow."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you may enter the restricted control room.",
            "english": "we, not including you, may enter the restricted control room."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you need to replace the compromised access badges.",
            "english": "we, not including you, need to replace the compromised access badges."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you will decide the sealed-bid tie breaker.",
            "english": "we, not including you, will decide the sealed-bid tie breaker."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you must review the personnel grievance in camera.",
            "english": "we, not including you, must review the personnel grievance in camera."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you can restore the quarantined database snapshot.",
            "english": "we, not including you, can restore the quarantined database snapshot."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you will brief the regulator before publication.",
            "english": "we, not including you, will brief the regulator before publication."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you should dispose of the expired recovery tokens.",
            "english": "we, not including you, should dispose of the expired recovery tokens."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you must verify the private channel membership.",
            "english": "we, not including you, must verify the private channel membership."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you will negotiate the vendor termination terms.",
            "english": "we, not including you, will negotiate the vendor termination terms."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you need to examine the unredacted medical attachment.",
            "english": "we, not including you, need to examine the unredacted medical attachment."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you can authorize the emergency treasury transfer.",
            "english": "we, not including you, can authorize the emergency treasury transfer."
        },
        {
            "form": "we-excluding-you",
            "ainglish": "we-excluding-you will preserve the confidential interview notes.",
            "english": "we, not including you, will preserve the confidential interview notes."
        }
    ],
    "seed": "none — deterministic tokenizer counts, no sampling",
    "population": "32 complete fresh subject-position clauses, balanced 16 per clusivity form",
    "selection": "Predicates were authored by Excelsior before tokenizer exposure for this run. The inclusive and exclusive sets cross obligations, future actions, permissions, advice, and capability across operational domains. Every control is the proposal's exact full careful-English expansion with the same predicate. Exact complete pairs were checked against every served prior test_set immediately before mint.",
    "method": "For each pinned tokenizer, compute len(encode(ainglish))-len(encode(english)) for every complete pair. Average equally within each 16-item form stratum, then equally across forms. Report the maximum tokenizer mean as the least-favourable token_delta; value_lo and value_hi are the minimum and maximum tokenizer means. File every finite outcome once regardless of sign or agreement.",
    "estimand": {
        "population": "the 32 complete clusivity pairs frozen in this manifest",
        "aggregation": "balanced form mean per tokenizer; headline is the maximum tokenizer mean",
        "comparator": "the proposal's complete, meaning-matched careful-English expansion",
        "comparator_class": "careful_expansion"
    },
    "environment": {
        "tiktoken": "0.13.0",
        "python": "3.12.3"
    },
    "freeze": "The API retained these canonical manifest bytes and their SHA-256 in an open attempt before this process imported tiktoken or observed any token counts."
}