estimate_admission_chances

shallow

com.collegecalcai/admissions · Verify this server

Estimate a student's chance of admission at one U.S. college from their GPA, test scores and context. Returns the percentage, a Reach/Target/Likely/Safety verdict, what would move the number, the school's federal admissions data, and a link to the full calculator.

100.0/100

1 trials · measured 2 days ago

estimate_admission_chances scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.collegecalcai/admissions, measured 6 Oct 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
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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.

Embed this score

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Vouch score: estimate_admission_chances
[![Vouch score](https://vouch.tools/api/tools/9f717e5c-1bb7-4428-b250-69aa52def063/badge.svg)](https://vouch.tools/tools/9f717e5c-1bb7-4428-b250-69aa52def063)
estimate_admission_chances — Vouch