Feature Comparison
Propose ChangeCompare MongoDB GUI tools side by side
All Sections
Connection ManagementQuery Building & ExecutionData Viewing & BrowsingAggregation PipelineImport/ExportSchema AnalysisIndex ManagementPerformance & MonitoringMongoDB ShellCompare & SyncUser Management & RBACGridFS SupportCharts & DashboardsAI & AssistanceData Masking & SecurityTeam CollaborationSQL FeaturesApplication Features
Legend
Yes
Partial
No
Planned
Unknown
N/A
Pricing
Free
Paid
Premium
Filter by GUI Tool
Studio 3T
MongoDB Compass
Visualeaf
Connection Management
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Standalone connections |
|
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| Replica Set connections |
|
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| Sharded Cluster connections |
|
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| DNS Seedlist (SRV) connections |
|
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| Load-balanced Atlas connections |
|
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| Connection string import |
|
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| Multiple simultaneous connections |
|
v1.44+
|
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| SCRAM-SHA-1 |
|
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| SCRAM-SHA-256 |
|
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| MONGODB-X509 (Certificate) |
|
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| LDAP (PLAIN) |
Ultimate
|
|
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| Kerberos (GSSAPI) |
Ultimate
|
|
Planned
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| AWS IAM (MONGODB-AWS) |
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| OIDC (OpenID Connect) |
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Planned
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| SSL/TLS connections |
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| SSH Tunnel (password) |
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| SSH Tunnel (private key) |
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| SSH Tunnel (key + passphrase) |
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| CA Certificate validation |
|
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| Client certificate auth |
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| Proxy support (HTTP/SOCKS) |
|
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use SSH tunnel
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| Connection favorites |
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| Connection folders/groups |
|
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Projects/Environments
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| Connection color coding |
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| Connection tags |
|
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| Read-only connection mode |
|
Readonly Edition
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Collection Lock
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| Socket timeout configuration |
|
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| Connection timeout |
|
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| Server selection timeout |
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| Connection pool size |
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| Compression (zstd, snappy, zlib) |
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| Retry writes/reads |
|
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| Write concern settings |
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| Read preference settings |
|
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| Application name |
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| MongoDB Atlas |
|
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| Amazon DocumentDB |
|
|
visual compatibility indicator
|
| Azure Cosmos DB |
|
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| Redis |
|
|
Planned
|
| SQL Databases (MySQL, PostgreSQL, etc.) |
Ultimate
|
|
|
Query Building & Execution
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| JSON query editor |
|
|
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| Visual/drag-drop query builder |
|
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| Natural language to query (AI) |
|
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| SQL to MongoDB conversion |
Pro+
|
limited
|
|
| Query autocomplete |
|
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| Syntax highlighting |
|
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| Live error highlighting |
|
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| Filter/Find queries |
|
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| Projection (field selection) |
|
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| Sorting |
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| Skip/Limit (pagination) |
|
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| MAX TIME MS (timeout) |
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| Cancellable queries (kill running query) |
|
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| Query history |
|
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| Save/favorite queries |
|
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| Share queries with team |
Pro+
|
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| Query folders/organization |
|
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| Export to JavaScript/Node.js |
Pro+
|
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| Export to Python |
Pro+
|
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| Export to Java |
Pro+
|
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| Export to C# |
Pro+
|
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| Export to PHP |
Pro+
|
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| Export to Ruby |
Pro+
|
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| Export to Go |
|
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| Export to Rust |
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| Export to Spring |
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| Export to Kotlin |
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| Export to Mongo Shell |
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Data Viewing & Browsing
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| JSON/Document view |
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| Table/Grid view |
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| Tree/Hierarchical view |
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| Drill-down into nested documents |
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| Expand/collapse nested objects |
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| Column rearrangement |
|
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| Global value search |
|
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| Configurable page size |
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Limited
|
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| Result streaming |
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| Large dataset handling |
|
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| Inline editing (double-click) |
|
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| Insert new documents |
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| Clone documents |
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| Delete documents |
|
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| Bulk operations |
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| JSON validation before save |
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| Conflict detection |
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| ObjectId handling |
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| Date/Timestamp handling |
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| Binary data handling |
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| Regex handling |
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| Decimal128 handling |
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| Geospatial data visualization |
|
Maps
|
Geo charts
|
Aggregation Pipeline
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Stage-by-stage builder |
|
|
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| Stage list/palette |
|
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| Drag-and-drop stage reorder |
|
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| Visual stage wizard |
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Stage Wizard
|
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| 100% form-based stages (no JSON required) |
|
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| Text/code editor mode |
|
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| Focus mode (single stage) |
|
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| Real-time preview per stage |
|
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| Auto-complete from previous stage output |
|
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| Include/exclude stages |
|
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| AI-generated pipelines |
|
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| Pipeline explain plan |
|
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| Export to code (multi-language) |
Pro+
|
|
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| Save pipelines |
|
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| Create views from pipelines |
|
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| $match |
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| $project |
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| $group |
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| $sort |
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| $limit / $skip |
|
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| $unwind |
|
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| $lookup |
|
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| $graphLookup |
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| $unionWith |
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| $facet |
|
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| $bucket / $bucketAuto |
|
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| $out / $merge |
|
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| $geoNear |
|
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| $search (Atlas) |
|
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| $setWindowFields |
|
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| $densify / $fill |
|
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| All other stages |
|
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Import/Export
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| JSON files |
|
|
|
| CSV files |
|
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| BSON/mongodump |
|
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| SQL files |
Ultimate
|
|
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| SQL tables/views |
Ultimate
|
|
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| Another MongoDB collection |
|
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| CSV delimiter configuration |
|
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| Header row detection |
|
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| Field type specification |
|
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| Preview before import |
|
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| Data masking on import |
Ultimate
|
|
ETL Value Scripts
|
| Upsert mode |
|
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| JSON files | |||
| CSV files | |||
| BSON/mongodump |
|
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| Excel files |
|
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| SQL files/tables |
Ultimate
|
|
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| Another collection |
|
|
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| Export query results |
|
|
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| Export aggregation results |
|
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| Export specific documents |
|
|
JSON, CSV, SQL
|
| Field selection for export |
|
|
|
| Incremental exports |
|
|
via scheduled tasks
|
| Data masking on export |
Ultimate
|
|
ETL Value Scripts
|
| Scheduled imports/exports |
Pro+
|
|
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| Cron scheduling |
Pro+
|
|
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| Job management |
|
|
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| Job history |
|
|
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| Batch exports (buffer-based) |
|
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| Progress tracking |
|
|
SSE
|
| Task dependencies |
|
|
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| Email notifications |
|
|
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| Scheduled data sync |
|
|
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| Field mapping (rename fields) |
|
|
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| JavaScript value scripts |
|
|
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| Type conversion |
|
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| Custom transformations |
|
|
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| Spreadsheet-style ETL UI |
|
|
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| Auto-generate field mappings |
|
|
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| Access other source fields in script |
|
|
src.fieldName
|
| Built-in masking functions |
Ultimate
|
|
maskEmail, etc.
|
| Date extraction/formatting |
|
|
dateToStr, etc.
|
| String utilities (trim, concat, etc.) |
|
|
|
| Live preview of transformations |
|
|
|
Schema Analysis
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Automatic schema analysis |
Pro+
|
|
|
| Document sampling |
|
|
|
| Field type detection |
|
|
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| Mixed type detection |
|
|
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| Nested document analysis |
|
|
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| Array element analysis |
|
|
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| Value histograms |
|
|
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| Date distributions |
|
|
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| Frequency analysis |
|
|
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| Min/max value display |
|
|
|
| JSON Schema support |
|
|
|
| Schema validation rules |
|
|
|
| Schema export |
Word/CSV
|
|
|
| Schema import |
|
|
|
| Infer schema from collection |
|
|
|
| Rename fields across collection |
Pro+
|
|
|
| Add fields to documents |
|
|
|
| Smart type conversion (preserve data) |
|
|
|
| Mass field edit with fallback default |
|
|
|
| Reschema tool (migrate schema) |
Pro+
|
|
|
| Database-wide schema diagram |
|
|
|
| Auto-detect collection relationships |
|
|
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| Collection relationships visualization |
|
|
|
| ERD-style diagram with all collections |
|
|
|
| Create collection from diagram |
|
|
|
| Import/Export schema diagram |
|
|
|
Index Management
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| View all indexes |
|
|
|
| Create indexes |
|
|
|
| Drop indexes |
|
|
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| Index size display |
|
|
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| Index usage statistics |
|
|
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| Index properties display |
|
|
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| TTL index support |
|
|
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| Text index support |
|
|
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| Geospatial index support |
|
|
|
| Compound indexes |
|
|
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| Partial indexes |
|
|
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| Wildcard indexes |
|
|
|
| Quick add common index patterns |
|
|
|
| Tabbed index options (Collation, Text, Geo, Advanced) |
|
|
|
Performance & Monitoring
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Explain plan visualization |
|
|
|
| Query execution stats |
|
|
|
| Index scan analysis |
|
|
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| Collection scan detection |
|
|
|
| Performance suggestions |
|
|
with impact %, one-click create
|
| Recommended index with impact % |
|
|
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| One-click create suggested index |
|
|
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| ESR rule explanation |
|
|
|
| Query efficiency percentage |
|
|
|
| MongoDB profiler integration |
|
|
|
| Slow query analysis |
|
|
|
| Profiling level configuration |
|
|
|
| Slow ms threshold |
|
|
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| Sample rate config |
|
|
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| Operations chart |
|
|
|
| Read/Write activity |
|
|
|
| Network stats |
|
|
Throughput In/Out
|
| Connection stats (Current/Active/Available) |
|
|
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| Request rate (req/s) |
|
|
|
| Memory stats |
|
|
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| Hottest collections |
|
|
grouped by collection
|
| Slowest operations |
|
|
|
| Current operations view |
|
|
|
| Kill slow operations |
|
|
Cancellable Queries
|
| Real-time metrics streaming |
|
|
SSE
|
| Metrics recording |
|
|
|
| Historical metrics |
|
|
|
MongoDB Shell
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Built-in shell |
IntelliShell
|
mongosh
|
|
| Syntax highlighting |
|
|
|
| Auto-complete |
|
|
|
| Multi-line scripts |
|
|
|
| JavaScript support |
|
|
|
| Shell result views (Table/Tree/JSON) |
|
|
|
| Multiple shell sessions |
180MB per session
|
|
lightweight engine
|
| Custom lightweight shell engine |
uses mongosh
|
uses mongosh
|
doesn't need to spawn mongosh
|
| Save shell scripts |
|
|
|
| Script history |
|
|
|
| Streaming execution |
|
|
SSE
|
| Shell can be disabled |
|
|
|
| Script debugging |
|
|
|
| NPM module integration |
|
|
|
Compare & Sync
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Collection comparison |
Pro+
|
|
|
| Cross-server comparison |
Pro+
|
|
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| Match on custom fields |
|
|
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| Field-level diff |
|
|
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| Color-coded differences |
|
|
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| Statistics (identical/different) |
|
|
|
| Bi-directional sync |
Pro+
|
|
|
| One-way sync |
Pro+
|
|
|
| Upsert/insert/drop strategies |
|
|
|
| Bulk sync execution |
|
|
|
| Scheduled comparisons |
Pro+
|
|
|
| Sync job management |
|
|
|
User Management & RBAC
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| List users |
|
|
|
| Create users |
|
|
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| Edit users |
|
|
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| Delete users |
|
|
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| Password management |
|
|
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| List roles |
|
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| Create custom roles |
|
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| Edit roles |
|
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| Delete roles |
|
|
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| Grant/revoke roles |
|
|
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| View effective privileges |
|
|
|
| RBAC dashboard |
|
|
|
| User sessions monitoring |
|
|
|
GridFS Support
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Browse GridFS files |
|
|
|
| File type icons |
|
|
|
| Sortable columns |
|
|
|
| Multi-select for batch ops |
|
|
|
| Pagination (configurable) |
|
|
|
| Upload files |
|
|
|
| Drag-and-drop upload |
|
|
|
| Batch upload |
|
|
|
| Cancellable uploads |
|
|
|
| Upload progress tracking |
|
|
|
| Custom metadata on upload |
|
|
|
| Auto content type detection |
|
|
|
| Download files |
|
|
|
| Bulk download (ZIP) |
|
|
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| Streaming download (large files) |
|
|
|
| Image preview (zoom, pan, rotate) |
|
|
|
| PDF viewer (pages, search) |
|
|
|
| Text/code preview (syntax highlight) |
|
|
|
| Video/audio playback (streaming) |
|
|
|
| Navigate between files in preview |
|
|
|
| File metadata display |
|
|
|
| Edit metadata |
|
|
|
| Copy metadata between files |
|
|
|
| Export/import metadata JSON |
|
|
|
| Search by filename |
|
|
|
| Search by file ID |
|
|
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| Search by date range |
|
|
|
| Search by size |
|
|
|
| Search by metadata |
|
|
|
| Visual filter builder |
|
|
|
| Filter presets (Recent, Large, By Type) |
|
|
|
| Save custom filters |
|
|
|
| Export as ZIP |
|
|
|
| Export as BSON dump |
|
|
|
| Export as JSON manifest |
|
|
|
| Import from ZIP (auto-extract) |
|
|
|
| GridFS export jobs |
|
|
|
| Keyboard Shortcuts |
|
|
|
Charts & Dashboards
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Built-in chart builder |
|
|
|
| Create chart from query results |
|
|
|
| Create chart from aggregation results |
|
|
|
| Line charts |
|
|
|
| Bar charts |
|
|
|
| Pie charts |
|
|
|
| Scatter/Bubble charts |
|
|
|
| Area charts |
|
|
|
| Radar charts |
|
|
|
| Heatmap |
|
|
|
| Treemap |
|
|
|
| Sunburst |
|
|
|
| Sankey |
|
|
|
| Funnel |
|
|
|
| Gauge |
|
|
|
| Timeline |
|
|
|
| Candlestick |
|
|
|
| Calendar |
|
|
|
| Geo Map |
|
|
|
| Geo Scatter |
|
|
|
| Geo Heatmap |
|
|
|
| Create dashboards |
|
|
|
| Multiple widgets |
|
|
|
| Dashboard management |
|
|
|
| Saved dashboards |
|
|
|
AI & Assistance
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| AI Collection |
|
|
|
| AI Aggregation |
|
|
|
| AI chat assistant |
|
|
|
| Error assistance |
|
|
|
| Relationship analysis |
|
|
|
| AI-optimized $lookup (uses detected relationships) |
|
|
|
| AI context optimization (select collections) |
|
|
|
| Connected collections filter for AI |
|
|
|
| Multiple AI model support |
Azure, OpenAI, Claude
|
OpenAI
|
OpenAI
|
Data Masking & Security
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Field-level data masking |
Ultimate
|
|
Value Scripts
|
| Masking techniques (null, shuffle, etc.) |
Ultimate
|
|
maskEmail, "XXXX", custom
|
| Compliance support (GDPR, HIPAA) |
Ultimate
|
|
|
| Export with masking |
Ultimate
|
|
ETL transformation
|
| Import with masking |
Ultimate
|
|
ETL transformation
|
| Integrated in ETL workflow |
|
|
|
Team Collaboration
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Shared connections |
Pro+
|
|
|
| Shared queries |
Pro+
|
|
|
| Shared folders |
Pro+
|
|
|
| Access control (Manage/Edit/View) |
Pro+
|
|
|
| Real-time updates |
Pro+
|
|
|
| Quick share via email |
Pro+
|
|
|
SQL Features
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| SQL query interface |
Pro+
|
|
|
| SQL to MongoDB translation |
Pro+
|
limited
|
|
| JOIN support |
Pro+
|
|
|
| SQL auto-complete |
|
|
|
| SQL database connections |
Ultimate
|
|
|
| SQL migration to MongoDB |
Ultimate
|
|
|
| MongoDB to SQL export |
Ultimate
|
|
|
Application Features
| Feature |
Studio 3T
|
MongoDB Compass
|
Visualeaf
|
|---|---|---|---|
| Multi-language support (i18n) |
|
|
End of year
|
| Resizable panels |
|
|
|
| Tab management |
|
|
|
| Split view / Multiple tabs |
|
|
|
| Keyboard shortcuts |
|
|
|
| Session restore on startup |
|
|
|
| Auto-save activities |
|
|
|
| Recent connections history |
|
|
|
| Workspaces / Projects |
|
|
|
| Web-based version |
|
|
|
| Cloud-hosted version |
|
|
Planned
|
| License management portal |
|
|
|
| Offline license activation |
|
|
|
| Team/volume licensing |
|
|
|
| Online documentation |
|
|
|
| Video tutorials |
|
|
|
| Email support |
Paid plans
|
|
|