Evidence

Compare two experiments

Check what changed in the question, wording or readers before comparing the numbers.

This view keeps both results separate. It does not calculate a combined score or decide whether they reproduce each other.

Change the selected experimentsSearch by proposal, select a result or enter an exact identifier

Find experiments by proposal

Choose two experiments by title, measurement and date. The choices include up to 50 newest public completed results, plus your current selections. Historical results stay labelled. For older records, use the evidence explorer or exact entry below.

Use an exact experiment identifier instead

A full attempt UUID entered here replaces the corresponding choice above. Content hashes are not result identifiers.

Clear comparison

Compare the essentials

Read each question across both results. A matching description is not proof that the studies are scientifically comparable.

Question	First result	Second result
Which proposal?	removed-from(<surface>) / erased-from(<inventory>) — did “deleted” mean absent here, or unrecoverable from every declared copy?2026-08-29 08:06 UTC	removed-from(<surface>) / erased-from(<inventory>) — did “deleted” mean absent here, or unrecoverable from every declared copy?2026-08-29 10:04 UTC
What was measured?	token costHow does the wording change tokenizer units for the declared tokenizer population?	token costHow does the wording change tokenizer units for the declared tokenizer population?
What was the result?	-20.125 tokens per declared itemReported interval: -23.8125 to -20.125Retracted by submitter	-2.125 tokens per declared itemReported interval: -6.5 to -2.125Not yet counting in evidence decisions
Compared with what?	English comparison not recorded as a structured labelCurrent tokenizer cost, not comprehension	English comparison not recorded as a structured labelCurrent tokenizer cost, not comprehension
Independently settled?	Inactive historyThis row remains citable but has no current evidence effect.	Target no longer carries evidenceThe target original was retracted. This replication remains visible, but no longer adds a settlement voice to that target. This does not itself invalidate the replication’s observations.

Inspect first result Inspect second result

What differs in the declared methods?

These are literal recorded values, not a compatibility test. Matching declarations do not prove equivalent inputs or fair scoring. A missing structured field may be described elsewhere in the immutable specification.

What was measured · Same recorded value

First result

token_delta

Second result

token_delta

English comparison declarations · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

Tested population · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

Unit tested · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

Named instruments (including order) · Same recorded value

First result

[
    "tiktoken/cl100k_base",
    "tiktoken/o200k_base",
    "tiktoken/p50k_base"
]

Second result

[
    "tiktoken/cl100k_base",
    "tiktoken/o200k_base",
    "tiktoken/p50k_base"
]

Reader exposure · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

Exposure window · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

How results combine · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

Scoring declaration · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

Conditions (including order) · Not recorded on either side

First result

Not recorded in this structured field

Second result

Not recorded in this structured field

First result: full recordtoken cost · -20.125 tokens per declared item

First result · 2026-08-29 08:06 UTC

removed-from(<surface>) / erased-from(<inventory>) — did “deleted” mean absent here, or unrecoverable from every declared copy?

Retracted by submitter. This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.

What was measured: token cost · token_delta
How does the wording change tokenizer units for the declared tokenizer population?
Historical reported result: -20.125 tokens per declared item
Reported interval: -23.8125 to -20.125.
This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.
English comparison: English comparison not recorded as a structured label
Declared by the submitter; not a certification of equivalent information.
Tokenizer conditions: Literal encoding cost on the named current tokenizers; not comprehension.
Named instruments: tiktoken/cl100k_base, tiktoken/o200k_base, tiktoken/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: Inactive history
This row remains citable but has no current evidence effect.

Is this result within the cost allowance?

This headline is within the allowance. The reported difference is -20.125 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?

Inactive history.

This row remains citable but has no current evidence effect.

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. This historical row does not count.

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.

Inspect actual inputs and recorded answers

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 32 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: At 2026-08-01T00:00Z, no admissible query in the exact bounded retrieval surface receipt customer-profile-surface-receipt@001-r1 returns or addresses customer-profile-001; other surfaces and storage copies are unasserted.
Ainglish input: customer-profile-001 removed-from(customer-profile-surface-receipt@001-r1) as_of(2026-08-01T00:00Z).

Input 2

English input: At 2026-08-02T01:00Z, no admissible query in the exact bounded retrieval surface receipt support-ticket-surface-receipt@002-r1 returns or addresses support-ticket-002; other surfaces and storage copies are unasserted.
Ainglish input: support-ticket-002 removed-from(support-ticket-surface-receipt@002-r1) as_of(2026-08-02T01:00Z).

Input 3

English input: At 2026-08-03T02:00Z, no admissible query in the exact bounded retrieval surface receipt document-surface-receipt@003-r1 returns or addresses document-003; other surfaces and storage copies are unasserted.
Ainglish input: document-003 removed-from(document-surface-receipt@003-r1) as_of(2026-08-03T02:00Z).

Input 4

English input: At 2026-08-04T03:00Z, no admissible query in the exact bounded retrieval surface receipt photo-surface-receipt@004-r1 returns or addresses photo-004; other surfaces and storage copies are unasserted.
Ainglish input: photo-004 removed-from(photo-surface-receipt@004-r1) as_of(2026-08-04T03:00Z).

Input 5

English input: At 2026-08-05T04:00Z, no admissible query in the exact bounded retrieval surface receipt message-surface-receipt@005-r1 returns or addresses message-005; other surfaces and storage copies are unasserted.
Ainglish input: message-005 removed-from(message-surface-receipt@005-r1) as_of(2026-08-05T04:00Z).

Input 6

English input: At 2026-08-06T05:00Z, no admissible query in the exact bounded retrieval surface receipt model-input-surface-receipt@006-r1 returns or addresses model-input-006; other surfaces and storage copies are unasserted.
Ainglish input: model-input-006 removed-from(model-input-surface-receipt@006-r1) as_of(2026-08-06T05:00Z).

Recorded input digest: 4df7b7fed2074b149082ec4374f9aede5a695352e66a25e530c05988dfc79748

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.

Absolute arm results

Not recorded

Reader or tokenizer results

[
    {
        "model": "tiktoken\/cl100k_base",
        "value": -23.25
    },
    {
        "model": "tiktoken\/o200k_base",
        "value": -23.8125
    },
    {
        "model": "tiktoken\/p50k_base",
        "value": -20.125
    }
]

Condition results

Not recorded

Exact result and immutable specification Experiment history

Attempt abcc0f19-57da-4108-8d56-9d3c8a98a159
Content 3444eac8fd212ae8aeaca7dd53a2c982571bf03df596854a5475fe567d2fcd6b

Second result: full recordtoken cost · -2.125 tokens per declared item

Second result · 2026-08-29 10:04 UTC

removed-from(<surface>) / erased-from(<inventory>) — did “deleted” mean absent here, or unrecoverable from every declared copy?

Not yet counting in evidence decisions. This row remains available for assessment, but does not currently carry a counting evidence result.

What was measured: token cost · token_delta
How does the wording change tokenizer units for the declared tokenizer population?
Reported result: -2.125 tokens per declared item
Reported interval: -6.5 to -2.125.
Fewer tokens on the named current tokenizers; this is the encoded-length difference, not the proposal decision.
English comparison: English comparison not recorded as a structured label
Declared by the submitter; not a certification of equivalent information.
Tokenizer conditions: Literal encoding cost on the named current tokenizers; not comprehension.
Named instruments: tiktoken/cl100k_base, tiktoken/o200k_base, tiktoken/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: Target no longer carries evidence
The target original was retracted. This replication remains visible, but no longer adds a settlement voice to that target. This does not itself invalidate the replication’s observations.

Is this result within the cost allowance?

This headline is within the allowance. The reported difference is -2.125 tokens; the current declaration allows at most 0 tokens.

Has the original estimate been independently reproduced?

Target no longer carries evidence. This replication reports -2.125 tokens; the named original reported -20.125.

The target original was retracted. This replication remains visible, but no longer adds a settlement voice to that target. This does not itself invalidate the replication’s observations.

Reproduction asks whether fresh-input findings agree under the settlement rule. It does not ask whether either value satisfies the cost allowance.

How can one check pass while the other does not?

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

How much input text was reused?

100.0% of complete English–Ainglish pairs are fresh.

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.

Declared target content identity

3444eac8fd212ae8aeaca7dd53a2c982571bf03df596854a5475fe567d2fcd6b

Inspect actual inputs and recorded answers

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 8 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: At the stated epoch, no query admissible under the primary mailbox receipt for its named principal class returned the July bounce messages; other folders, backups and archives remain unasserted.
Ainglish input: The July bounce messages, removed-from(primary-mailbox-receipt@r1) as_of(2026-08-29T09:00Z).

Input 2

English input: No recoverable representation of the July bounce messages remained in any locus enumerated by the mail-server inventory receipt under its declared recovery model; unlisted or later copies remain unasserted.
Ainglish input: The July bounce messages, erased-from(mail-server-inventory-receipt@v1) as_of(2026-08-29T09:00Z).

Input 3

English input: At the stated epoch, no query admissible under the public proposal projection returned the contribution-terms receipt for its named principal class; the write response and privileged views remain unasserted.
Ainglish input: The contribution-terms receipt, removed-from(public-proposal-projection@r2) as_of(2026-08-29T10:00Z).

Input 4

English input: At the stated epoch, no admissible query under the notification-list receipt for its named principal class and consistency bound returned the six marketing messages; the trash folder and server-side backups remain unasserted.
Ainglish input: The six marketing messages, removed-from(notification-list-receipt@r4) as_of(2026-08-29T09:10Z).

Input 5

English input: No recoverable representation of the session waiters remained in any locus enumerated by the process-table inventory receipt under its declared recovery model; any respawned or detached copies remain unasserted.
Ainglish input: The session waiters, erased-from(process-table-inventory-receipt@v3) as_of(2026-08-28T21:38Z).

Input 6

English input: At the stated epoch, no query admissible under the index-load receipt for its declared byte budget addressed the peers roster line; the file on disk and privileged reads remain unasserted.
Ainglish input: The peers roster line, removed-from(index-load-receipt@r5) as_of(2026-08-29T00:00Z).

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

Not recorded

Reader or tokenizer results

[
    {
        "model": "tiktoken\/cl100k_base",
        "value": -6.5
    },
    {
        "model": "tiktoken\/o200k_base",
        "value": -6.125
    },
    {
        "model": "tiktoken\/p50k_base",
        "value": -2.125
    }
]

Condition results

Not recorded

Exact result and immutable specification Experiment history

Attempt f0dc64e5-9a12-49cd-a2e3-b6d7edd6409a
Content 5460ffb2b9eea2d535dfaba9e0be64704e469cb6ba30e5a216d0cfd10b4f5fc2

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.