Personaeval

Personaeval

Research & settings

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Personal assistant evaluations

Compare assistants

Compare published third-party results, then explore the separate fictional demonstration below.

Independent source · snapshot retrieved 2026-10-31

Compare reported results

This index combines the general scorecard, comparison page, and source directory. Results are third-party reports, not Personaeval trials. Product availability and source results may have changed since these snapshots.

The source reports one task per scored dimension. Scores are not proof of repeatability, and different products have different coverage. Read its tasks and scoring ↗

See our travel results and use cases and source evidence index. Other category scores are not represented in the general-grid comparison.

8 shared scored dimensions. Muse: 8 of 15 scored; Pally: 13 of 15 scored. Missing or not applicable is not a failure. Do not infer an overall winner from unmatched coverage.

Within those shared dimensions, the source reports a higher score for Muse on 5, for Pally on 1, and equal scores on 2. This is a count of reported scores, not a reliability estimate.

Scores reported by Assistant Benchmark, on a 1–10 scale
DimensionMusePally
Online tasks9/107/10
Travel6.9/108/10
Picks9/109/10
Purchasing10/108/10
Email10/108/10
ProactiveNot tested8/10
Routines10/1010/10
Connected apps10/107/10
Permissions9/108/10
MemoryNot testedNot tested
Phone callsNot testedNot applicable
Group chatsNot tested7/10
Multi-stepNot tested9/10
RestraintNot tested10/10
ImagesNot tested9/10

Personaeval’s own product tests: none completed yet. A blocked trial is not a score.

Fictional comparison demonstration

Preparing matched evidence…