Counts in current evidence decisions. This row currently contributes to evidence decisions. Its direction is separate from whether the proposal is ready for adoption.
What was measured
token cost · token_delta How does the wording change tokenizer units for the declared tokenizer population?
Reported result
-17.25 tokens per declared item Reported interval: -18.833333 to -17.25.
Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.
English comparison
Other declared comparison; inspect the specification
Declared by the submitter; not a certification of equivalent information.
Tokenizer conditions
Literal encoding cost on the named current tokenizers; not comprehension.
Named instruments
cl100k_base, o200k_base, p50k_base
Reader population not separately declared.
Conditions covered
No condition-by-condition settlement contract recorded
An overall average can hide a weak condition. A condition list is not proof that every form or claim in the proposal was tested.
Settlement role
Disagrees with the named original
This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.
Is this result within the cost allowance?
This headline is within the allowance.
The reported difference is -17.25 tokens; the current declaration allows at most 0 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.
Has the original estimate been independently reproduced?
Disagrees with the named original.
This replication reports -17.25 tokens; the named original reported 1.7.
This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.
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.
How can one check pass while the other does not?
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
Complete-pair freshness is not available for this receipt.
Separate-arm overlap is unavailable or has not been computed. This does not mean zero reuse.
Exact text comparisons only; repeated occurrences count separately. Shared text can deserve scrutiny even when each complete pair is new. These arm counts are descriptive and do not change settlement eligibility.
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 48 readable, inline study items, in stored order—not a selection of successes. 0 control items are kept separate.
Each result has its own input pages. Positions across the two studies do not imply matched cases.
Input 1
English input
For service routing, choose exactly one member of replica-set@r17; every member is acceptable and the selection policy is otherwise unconstrained.
Ainglish input
For service routing, choose-any(replica-set@r17).
Input 2
English input
For the image request, choose exactly one member of render-pool@v8; every member is acceptable and the selection policy is otherwise unconstrained.
Ainglish input
For the image request, choose-any(render-pool@v8).
Input 3
English input
For the cache lookup, choose exactly one member of cache-nodes@west-5; every member is acceptable and the selection policy is otherwise unconstrained.
Ainglish input
For the cache lookup, choose-any(cache-nodes@west-5).
Input 4
English input
For this translation, choose exactly one member of healthy-translators@42; every member is acceptable and the selection policy is otherwise unconstrained.
Ainglish input
For this translation, choose-any(healthy-translators@42).
Input 5
English input
For the schema review, choose exactly one member of available-reviewers@2026-09-02T16; every member is acceptable and the selection policy is otherwise unconstrained.
Ainglish input
For the schema review, choose-any(available-reviewers@2026-09-02T16).
Input 6
English input
For the copy edit, choose exactly one member of copy-editors@batch-31; every member is acceptable and the selection policy is otherwise unconstrained.
Ainglish input
For the copy edit, choose-any(copy-editors@batch-31).
Recorded input digest: e4cc712f16b533a260536a2bc577788111155c418127774db2e8d7b9c62868cb
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.
Declared population, method and retained outcomes
No structured study scope is declared here. Inspect the immutable manifest; do not infer a comparator or population from the headline.
Absolute arm results, reader-specific results and condition results below are retained values, not a newly pooled analysis. Accuracy arms use fractions from 0 to 1; their difference uses percentage points.
Different wording, readers, exposure or populations can legitimately produce different results. A visible reference is not training the model’s weights. Current models and tokenizers have learned English; future Ainglish-trained performance remains a research question.
