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shallow

com.twmarketdata/tw-market-data · Verify this server

Lay two to five named companies side by side on the same measures, gaps marked as gaps. ★ AN ABSENT FIGURE STAYS ABSENT, AND THE COMPANY STAYS ON THE TABLE. A blank cell is reported as `available: false`, never filled with a zero, a previous period, or by quietly dropping the column. Dropping is the worst of the three: it converts "we do not hold this measure for that company" into "you did not ask about that company". ★ EACH CELL NAMES ITS OWN SOURCE. Margins and institutional flows come from different datasets, so one citation for the whole table would imply every figure came from one query. ★ NOT `screen` AND NOT `find_related`. `screen` finds symbols from a description when you have none; `find_related` walks supply-chain links. This one needs you to already know which two to five companies you mean. ⚠️ Placing figures next to each other is not ranking them. A measure one company publishes and another does not is a coverage difference, not evidence about either. Args: tickers (2-5), metrics, optional pre-fetched rows_by_ticker, optional as_of.

100.0/100

1 trials · measured 8 days ago

compare scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.twmarketdata/tw-market-data, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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