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Studio 3T MongoDB Compass Visualeaf

Aggregation Pipeline

Feature
Studio 3T
MongoDB Compass
Visualeaf
Stage-by-stage builder
Stage list/palette
Drag-and-drop stage reorder
Visual stage wizard
Stage Wizard
100% form-based stages (no JSON required)
Text/code editor mode
Focus mode (single stage)
Real-time preview per stage
Auto-complete from previous stage output
Include/exclude stages
AI-generated pipelines
Pipeline explain plan
Export to code (multi-language)
Pro+
Save pipelines
Create views from pipelines
$match
$project
$group
$sort
$limit / $skip
$unwind
$lookup
$graphLookup
$unionWith
$facet
$bucket / $bucketAuto
$out / $merge
$geoNear
$search (Atlas)
$setWindowFields
$densify / $fill
All other stages