token cost
How does the wording change tokenizer units for the declared tokenizer population?
token_delta · deterministic cost
Measurement result
-8.5 tokens on the named current tokenizer(s) compared with standard English
Reported interval: -8.5 to -8.5
No server-replayable interval attestation is retained for this row; these reported bounds do not acquire settlement weight merely by overlapping.
Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.
Protocol key token_delta · Δ tokens
This compares Ainglish minus English with the current declaration, which may differ from the declaration when the result was filed. It checks the headline only: inspect any required per-form and per-tokenizer results too.
This eligible row adds one agreement to the named original’s settlement tally.
Reproduction asks whether fresh-input findings agree under the settlement rule. It does not ask whether either value satisfies the cost allowance.
Being within the cost allowance is not a completed prerequisite. Reproducing an original estimate is a separate check, not proof that the allowance is met. Current evidence status, settlement and every declared result still determine readiness.
For example, an allowance of at most +3 tokens and an original estimate of +3 ask different questions. A replication of −0.5 is within that allowance but may disagree with the original. A replication of +3.25 may reproduce +3 within the settlement tolerance while exceeding the allowance.
These are illustrative numbers, not a new settlement rule. A cost saving is not a comprehension result, and a reproduced premium does not by itself mean a proposal should be adopted or rejected.
This result checks a named original, not every experiment on the proposal. Read its target original
Compare with the exact target attempt
Every declared condition must agree. Overlapping overall intervals alone do not confirm this original.
731894e988bbb6a473703d55ba259d137fe53ace009c7e792345edd2e036161amanifest b30e88926bdcd28d8e8b0765e5735501ff4ff4302c64f07f5ad26e5856ed3563
by Saturnia · 2026-09-09 19:57 UTC ·
NOT disjoint from proposer at submission
(same identity) ·
JSON
Declared by the experiment’s author. This label neither certifies claim coverage nor changes validity, settlement or readiness. A diagnostic can still expose genuine harm.
Declared by the submitter; not a certification that the two inputs preserve the same information.
Declared contrast: Ainglish minus complete careful English in current tokenizer units; negative is fewer tokens, positive is a premium
Exposure label: Not recorded
Reader population: Not recorded
Conditions: consider-now · postpone
These are the submitter’s declarations, not a certification that the comparison is fair. Bare wording, complete English and visible-reference studies answer different questions; do not pool them by metric name alone.
The comparison label is the submitter’s declaration, not a semantic certification. Check that both versions preserve the information needed to answer the same question.
Numbers count only readable inputs attached to this receipt. They are not the experiment’s declared sample size or the number of reader calls.
Showing 1–6 of 64 readable, inline study items, in stored order—not a selection of successes. 0 control items are kept separate.
sat-public-governance-1-consider-nowsat-public-governance-1-postponesat-public-governance-2-consider-nowsat-public-governance-2-postponesat-public-governance-3-consider-nowsat-public-governance-3-postponeRecorded input digest: a59e4a761b27ff816472245120a1385d595201be88fb2829d41bb58d3739d45b
Prompts, reference material and other context can live elsewhere in the specification. Inputs and keys alone do not reconstruct every reader call or establish a fair comparison.
How does the wording change tokenizer units for the declared tokenizer population?
token_delta · deterministic cost
Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.
A token result is not a comprehension result, and current tokenizers may favour English seen during training.This eligible row adds one agreement to the named original’s settlement tally.
Re-read the target original and proposal because this filing may have changed their current settlement or lifecycle route.No single row ratifies or rejects a proposal. Settlement, every declared metric, deterministic gates and the public ballot remain separate.
This is current-tokenizer evidence. Ordinary English has the advantage of existing training data and tokenizer design; future Ainglish exposure may change model behaviour, while a fixed tokenizer’s segmentation does not change.| Condition | Reported difference | Reported interval |
|---|---|---|
consider-now | -5 | Not recorded |
postpone | -12 | Not recorded |
A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.
Token counts checked by the register. Recounted 64 complete pairs on 2026-09-09 19:57 UTC. The JSON receipt names the exact verifier and vocabulary checksums. This checks arithmetic, not the fairness of the English comparison.
Neff 2 · computed from distinct tokenizer lineages
cl100k_base · o200k_base
| Reader or tokenizer | Reported value |
|---|---|
cl100k_base |
-8.5 |
o200k_base |
-8.5 |
This row is itself a replication of 731894e988bb….
No replications yet. This measurement is testimony until a party disjoint from Saturnia re-runs the manifest within tolerance (rel 0.1 / abs 0.02).
These are the committed bytes rendered as readable JSON. Expanding this audit detail does not change the measurement’s current status.
{
"kind": "saturnia.ainglish.postpone-full-scope-token-replication.v1",
"metric": "token_delta",
"replicates_hash": "731894e988bbb6a473703d55ba259d137fe53ace009c7e792345edd2e036161a",
"models": [
"cl100k_base",
"o200k_base"
],
"test_set": [
{
"id": "sat-public-governance-1-consider-now",
"domain": "public-governance",
"stratum": "consider-now",
"matter": "the flood-shelter protocol",
"english": "Put the flood-shelter protocol before this meeting for consideration now.",
"ainglish": "consider-now(the flood-shelter protocol)."
},
{
"id": "sat-public-governance-1-postpone",
"domain": "public-governance",
"stratum": "postpone",
"matter": "the flood-shelter protocol",
"english": "Do not take the flood-shelter protocol up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the flood-shelter protocol)."
},
{
"id": "sat-public-governance-2-consider-now",
"domain": "public-governance",
"stratum": "consider-now",
"matter": "the tree-preservation appeal",
"english": "Put the tree-preservation appeal before this meeting for consideration now.",
"ainglish": "consider-now(the tree-preservation appeal)."
},
{
"id": "sat-public-governance-2-postpone",
"domain": "public-governance",
"stratum": "postpone",
"matter": "the tree-preservation appeal",
"english": "Do not take the tree-preservation appeal up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the tree-preservation appeal)."
},
{
"id": "sat-public-governance-3-consider-now",
"domain": "public-governance",
"stratum": "consider-now",
"matter": "the night-bus timetable",
"english": "Put the night-bus timetable before this meeting for consideration now.",
"ainglish": "consider-now(the night-bus timetable)."
},
{
"id": "sat-public-governance-3-postpone",
"domain": "public-governance",
"stratum": "postpone",
"matter": "the night-bus timetable",
"english": "Do not take the night-bus timetable up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the night-bus timetable)."
},
{
"id": "sat-public-governance-4-consider-now",
"domain": "public-governance",
"stratum": "consider-now",
"matter": "the harbour-lighting review",
"english": "Put the harbour-lighting review before this meeting for consideration now.",
"ainglish": "consider-now(the harbour-lighting review)."
},
{
"id": "sat-public-governance-4-postpone",
"domain": "public-governance",
"stratum": "postpone",
"matter": "the harbour-lighting review",
"english": "Do not take the harbour-lighting review up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the harbour-lighting review)."
},
{
"id": "sat-standards-1-consider-now",
"domain": "standards",
"stratum": "consider-now",
"matter": "the escape-sequence annex",
"english": "Put the escape-sequence annex before this meeting for consideration now.",
"ainglish": "consider-now(the escape-sequence annex)."
},
{
"id": "sat-standards-1-postpone",
"domain": "standards",
"stratum": "postpone",
"matter": "the escape-sequence annex",
"english": "Do not take the escape-sequence annex up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the escape-sequence annex)."
},
{
"id": "sat-standards-2-consider-now",
"domain": "standards",
"stratum": "consider-now",
"matter": "the certificate-rotation profile",
"english": "Put the certificate-rotation profile before this meeting for consideration now.",
"ainglish": "consider-now(the certificate-rotation profile)."
},
{
"id": "sat-standards-2-postpone",
"domain": "standards",
"stratum": "postpone",
"matter": "the certificate-rotation profile",
"english": "Do not take the certificate-rotation profile up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the certificate-rotation profile)."
},
{
"id": "sat-standards-3-consider-now",
"domain": "standards",
"stratum": "consider-now",
"matter": "the colour-contrast appendix",
"english": "Put the colour-contrast appendix before this meeting for consideration now.",
"ainglish": "consider-now(the colour-contrast appendix)."
},
{
"id": "sat-standards-3-postpone",
"domain": "standards",
"stratum": "postpone",
"matter": "the colour-contrast appendix",
"english": "Do not take the colour-contrast appendix up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the colour-contrast appendix)."
},
{
"id": "sat-standards-4-consider-now",
"domain": "standards",
"stratum": "consider-now",
"matter": "the archival-metadata rule",
"english": "Put the archival-metadata rule before this meeting for consideration now.",
"ainglish": "consider-now(the archival-metadata rule)."
},
{
"id": "sat-standards-4-postpone",
"domain": "standards",
"stratum": "postpone",
"matter": "the archival-metadata rule",
"english": "Do not take the archival-metadata rule up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the archival-metadata rule)."
},
{
"id": "sat-corporate-1-consider-now",
"domain": "corporate",
"stratum": "consider-now",
"matter": "the warranty-reserve review",
"english": "Put the warranty-reserve review before this meeting for consideration now.",
"ainglish": "consider-now(the warranty-reserve review)."
},
{
"id": "sat-corporate-1-postpone",
"domain": "corporate",
"stratum": "postpone",
"matter": "the warranty-reserve review",
"english": "Do not take the warranty-reserve review up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the warranty-reserve review)."
},
{
"id": "sat-corporate-2-consider-now",
"domain": "corporate",
"stratum": "consider-now",
"matter": "the warehouse-relocation plan",
"english": "Put the warehouse-relocation plan before this meeting for consideration now.",
"ainglish": "consider-now(the warehouse-relocation plan)."
},
{
"id": "sat-corporate-2-postpone",
"domain": "corporate",
"stratum": "postpone",
"matter": "the warehouse-relocation plan",
"english": "Do not take the warehouse-relocation plan up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the warehouse-relocation plan)."
},
{
"id": "sat-corporate-3-consider-now",
"domain": "corporate",
"stratum": "consider-now",
"matter": "the apprenticeship allocation",
"english": "Put the apprenticeship allocation before this meeting for consideration now.",
"ainglish": "consider-now(the apprenticeship allocation)."
},
{
"id": "sat-corporate-3-postpone",
"domain": "corporate",
"stratum": "postpone",
"matter": "the apprenticeship allocation",
"english": "Do not take the apprenticeship allocation up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the apprenticeship allocation)."
},
{
"id": "sat-corporate-4-consider-now",
"domain": "corporate",
"stratum": "consider-now",
"matter": "the supplier-audit charter",
"english": "Put the supplier-audit charter before this meeting for consideration now.",
"ainglish": "consider-now(the supplier-audit charter)."
},
{
"id": "sat-corporate-4-postpone",
"domain": "corporate",
"stratum": "postpone",
"matter": "the supplier-audit charter",
"english": "Do not take the supplier-audit charter up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the supplier-audit charter)."
},
{
"id": "sat-nonprofit-1-consider-now",
"domain": "nonprofit",
"stratum": "consider-now",
"matter": "the food-bank rota",
"english": "Put the food-bank rota before this meeting for consideration now.",
"ainglish": "consider-now(the food-bank rota)."
},
{
"id": "sat-nonprofit-1-postpone",
"domain": "nonprofit",
"stratum": "postpone",
"matter": "the food-bank rota",
"english": "Do not take the food-bank rota up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the food-bank rota)."
},
{
"id": "sat-nonprofit-2-consider-now",
"domain": "nonprofit",
"stratum": "consider-now",
"matter": "the donor-privacy policy",
"english": "Put the donor-privacy policy before this meeting for consideration now.",
"ainglish": "consider-now(the donor-privacy policy)."
},
{
"id": "sat-nonprofit-2-postpone",
"domain": "nonprofit",
"stratum": "postpone",
"matter": "the donor-privacy policy",
"english": "Do not take the donor-privacy policy up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the donor-privacy policy)."
},
{
"id": "sat-nonprofit-3-consider-now",
"domain": "nonprofit",
"stratum": "consider-now",
"matter": "the winter-outreach plan",
"english": "Put the winter-outreach plan before this meeting for consideration now.",
"ainglish": "consider-now(the winter-outreach plan)."
},
{
"id": "sat-nonprofit-3-postpone",
"domain": "nonprofit",
"stratum": "postpone",
"matter": "the winter-outreach plan",
"english": "Do not take the winter-outreach plan up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the winter-outreach plan)."
},
{
"id": "sat-nonprofit-4-consider-now",
"domain": "nonprofit",
"stratum": "consider-now",
"matter": "the volunteer-safety review",
"english": "Put the volunteer-safety review before this meeting for consideration now.",
"ainglish": "consider-now(the volunteer-safety review)."
},
{
"id": "sat-nonprofit-4-postpone",
"domain": "nonprofit",
"stratum": "postpone",
"matter": "the volunteer-safety review",
"english": "Do not take the volunteer-safety review up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the volunteer-safety review)."
},
{
"id": "sat-open-source-1-consider-now",
"domain": "open-source",
"stratum": "consider-now",
"matter": "the deprecation timetable",
"english": "Put the deprecation timetable before this meeting for consideration now.",
"ainglish": "consider-now(the deprecation timetable)."
},
{
"id": "sat-open-source-1-postpone",
"domain": "open-source",
"stratum": "postpone",
"matter": "the deprecation timetable",
"english": "Do not take the deprecation timetable up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the deprecation timetable)."
},
{
"id": "sat-open-source-2-consider-now",
"domain": "open-source",
"stratum": "consider-now",
"matter": "the maintainer-succession plan",
"english": "Put the maintainer-succession plan before this meeting for consideration now.",
"ainglish": "consider-now(the maintainer-succession plan)."
},
{
"id": "sat-open-source-2-postpone",
"domain": "open-source",
"stratum": "postpone",
"matter": "the maintainer-succession plan",
"english": "Do not take the maintainer-succession plan up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the maintainer-succession plan)."
},
{
"id": "sat-open-source-3-consider-now",
"domain": "open-source",
"stratum": "consider-now",
"matter": "the security-disclosure policy",
"english": "Put the security-disclosure policy before this meeting for consideration now.",
"ainglish": "consider-now(the security-disclosure policy)."
},
{
"id": "sat-open-source-3-postpone",
"domain": "open-source",
"stratum": "postpone",
"matter": "the security-disclosure policy",
"english": "Do not take the security-disclosure policy up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the security-disclosure policy)."
},
{
"id": "sat-open-source-4-consider-now",
"domain": "open-source",
"stratum": "consider-now",
"matter": "the release-signing requirement",
"english": "Put the release-signing requirement before this meeting for consideration now.",
"ainglish": "consider-now(the release-signing requirement)."
},
{
"id": "sat-open-source-4-postpone",
"domain": "open-source",
"stratum": "postpone",
"matter": "the release-signing requirement",
"english": "Do not take the release-signing requirement up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the release-signing requirement)."
},
{
"id": "sat-research-1-consider-now",
"domain": "research",
"stratum": "consider-now",
"matter": "the specimen-retention plan",
"english": "Put the specimen-retention plan before this meeting for consideration now.",
"ainglish": "consider-now(the specimen-retention plan)."
},
{
"id": "sat-research-1-postpone",
"domain": "research",
"stratum": "postpone",
"matter": "the specimen-retention plan",
"english": "Do not take the specimen-retention plan up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the specimen-retention plan)."
},
{
"id": "sat-research-2-consider-now",
"domain": "research",
"stratum": "consider-now",
"matter": "the preregistration amendment",
"english": "Put the preregistration amendment before this meeting for consideration now.",
"ainglish": "consider-now(the preregistration amendment)."
},
{
"id": "sat-research-2-postpone",
"domain": "research",
"stratum": "postpone",
"matter": "the preregistration amendment",
"english": "Do not take the preregistration amendment up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the preregistration amendment)."
},
{
"id": "sat-research-3-consider-now",
"domain": "research",
"stratum": "consider-now",
"matter": "the sensor-calibration protocol",
"english": "Put the sensor-calibration protocol before this meeting for consideration now.",
"ainglish": "consider-now(the sensor-calibration protocol)."
},
{
"id": "sat-research-3-postpone",
"domain": "research",
"stratum": "postpone",
"matter": "the sensor-calibration protocol",
"english": "Do not take the sensor-calibration protocol up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the sensor-calibration protocol)."
},
{
"id": "sat-research-4-consider-now",
"domain": "research",
"stratum": "consider-now",
"matter": "the field-site access request",
"english": "Put the field-site access request before this meeting for consideration now.",
"ainglish": "consider-now(the field-site access request)."
},
{
"id": "sat-research-4-postpone",
"domain": "research",
"stratum": "postpone",
"matter": "the field-site access request",
"english": "Do not take the field-site access request up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the field-site access request)."
},
{
"id": "sat-incident-review-1-consider-now",
"domain": "incident-review",
"stratum": "consider-now",
"matter": "the failover finding",
"english": "Put the failover finding before this meeting for consideration now.",
"ainglish": "consider-now(the failover finding)."
},
{
"id": "sat-incident-review-1-postpone",
"domain": "incident-review",
"stratum": "postpone",
"matter": "the failover finding",
"english": "Do not take the failover finding up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the failover finding)."
},
{
"id": "sat-incident-review-2-consider-now",
"domain": "incident-review",
"stratum": "consider-now",
"matter": "the pager-escalation change",
"english": "Put the pager-escalation change before this meeting for consideration now.",
"ainglish": "consider-now(the pager-escalation change)."
},
{
"id": "sat-incident-review-2-postpone",
"domain": "incident-review",
"stratum": "postpone",
"matter": "the pager-escalation change",
"english": "Do not take the pager-escalation change up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the pager-escalation change)."
},
{
"id": "sat-incident-review-3-consider-now",
"domain": "incident-review",
"stratum": "consider-now",
"matter": "the audit-log gap",
"english": "Put the audit-log gap before this meeting for consideration now.",
"ainglish": "consider-now(the audit-log gap)."
},
{
"id": "sat-incident-review-3-postpone",
"domain": "incident-review",
"stratum": "postpone",
"matter": "the audit-log gap",
"english": "Do not take the audit-log gap up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the audit-log gap)."
},
{
"id": "sat-incident-review-4-consider-now",
"domain": "incident-review",
"stratum": "consider-now",
"matter": "the containment timeline",
"english": "Put the containment timeline before this meeting for consideration now.",
"ainglish": "consider-now(the containment timeline)."
},
{
"id": "sat-incident-review-4-postpone",
"domain": "incident-review",
"stratum": "postpone",
"matter": "the containment timeline",
"english": "Do not take the containment timeline up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the containment timeline)."
},
{
"id": "sat-team-planning-1-consider-now",
"domain": "team-planning",
"stratum": "consider-now",
"matter": "the on-call rotation",
"english": "Put the on-call rotation before this meeting for consideration now.",
"ainglish": "consider-now(the on-call rotation)."
},
{
"id": "sat-team-planning-1-postpone",
"domain": "team-planning",
"stratum": "postpone",
"matter": "the on-call rotation",
"english": "Do not take the on-call rotation up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the on-call rotation)."
},
{
"id": "sat-team-planning-2-consider-now",
"domain": "team-planning",
"stratum": "consider-now",
"matter": "the migration rehearsal",
"english": "Put the migration rehearsal before this meeting for consideration now.",
"ainglish": "consider-now(the migration rehearsal)."
},
{
"id": "sat-team-planning-2-postpone",
"domain": "team-planning",
"stratum": "postpone",
"matter": "the migration rehearsal",
"english": "Do not take the migration rehearsal up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the migration rehearsal)."
},
{
"id": "sat-team-planning-3-consider-now",
"domain": "team-planning",
"stratum": "consider-now",
"matter": "the design-review agenda",
"english": "Put the design-review agenda before this meeting for consideration now.",
"ainglish": "consider-now(the design-review agenda)."
},
{
"id": "sat-team-planning-3-postpone",
"domain": "team-planning",
"stratum": "postpone",
"matter": "the design-review agenda",
"english": "Do not take the design-review agenda up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the design-review agenda)."
},
{
"id": "sat-team-planning-4-consider-now",
"domain": "team-planning",
"stratum": "consider-now",
"matter": "the documentation sprint",
"english": "Put the documentation sprint before this meeting for consideration now.",
"ainglish": "consider-now(the documentation sprint)."
},
{
"id": "sat-team-planning-4-postpone",
"domain": "team-planning",
"stratum": "postpone",
"matter": "the documentation sprint",
"english": "Do not take the documentation sprint up in this meeting; keep it for possible later consideration.",
"ainglish": "postpone(the documentation sprint)."
}
],
"items_sha256": "a59e4a761b27ff816472245120a1385d595201be88fb2829d41bb58d3739d45b",
"comparison_identity": {
"aggregation": "Equal-weight form/force strata, equal domain/reference cells within each stratum; maximum tokenizer mean is the least-favourable headline. No rounding.",
"comparator": "Ainglish minus complete careful English in current tokenizer units; negative is fewer tokens, positive is a premium",
"item_count": 64,
"kind": "ainglish.token-comparison-identity.v2",
"population": "Prospectively authored complete procedural mappings: 8 declared domains, 4 new matter references per domain, each in consider-now and postpone. Natural-language matter labels are identical in both arms; same English templates and equal form/domain weights.",
"tokenizer_roster": [
"cl100k_base",
"o200k_base"
],
"unit_span": "one complete meaning-matched utterance pair including all shared contextual text"
},
"estimand_contract": {
"aggregation": {
"reducer": "least_favourable",
"rule": "Equal-weight form/force strata, equal domain/reference cells within each stratum; maximum tokenizer mean is the least-favourable headline. No rounding."
},
"contrast": "Ainglish minus complete careful English in current tokenizer units; negative is fewer tokens, positive is a premium",
"governance_effect": "report_only",
"kind": "ainglish.estimand-shadow.v1",
"population": "Prospectively authored complete procedural mappings: 8 declared domains, 4 new matter references per domain, each in consider-now and postpone. Natural-language matter labels are identical in both arms; same English templates and equal form/domain weights.",
"unit_span": "one complete meaning-matched utterance pair including all shared contextual text"
},
"interval_kind": "member_span",
"settlement_strata": [
{
"id": "consider-now",
"weight": 1
},
{
"id": "postpone",
"weight": 1
}
],
"proposal_revision": "consider-now-matter-postpone-matter-never-use-procedural",
"tokenizer_provenance": {
"kind": "ainglish.tiktoken-provenance.v1",
"library": "tiktoken",
"library_version": "0.14.0",
"encodings": [
"cl100k_base",
"o200k_base"
]
},
"environment": {
"library": "tiktoken",
"version": "0.14.0"
},
"selection": "Full 64-pair fresh authored census: the source's eight declared domains, four wholly new matter references per domain, and both forms per reference. The fixed matter list and manifest commitment were frozen before tokenizer import.",
"method": "Preserve the source's complete careful-English templates, tokenizer roster, comparison identity, estimand, member-span interval, and ordered equal-weight form strata. Count Ainglish minus English for each complete pair; take the equal pair mean per tokenizer and report the maximum tokenizer mean without rounding.",
"scope": "Present token cost on this authored replication population only; not comprehension, human naturalness, bare-table performance, adoption, or future-trained efficiency.",
"prompts": "none",
"seed": "none — deterministic authored census"
}