Market Landscape & TCO
How VaagaGraph Compares
An objective technical and financial evaluation of VaagaGraph against industry incumbents: Neo4j, Amazon Neptune, Memgraph, and Kùzu.
💰 Live TCO Cloud Cost Calculator
Adjust your expected graph scale and query traffic below to compare estimated monthly cloud infrastructure bills.
VaagaGraph (1GB EKS + S3)
$0.58
Per Month • $0 Idle
AWS Neptune (Managed)
$362.40
24/7 Provisioned Cluster
Neo4j AuraDB
$185.00
Standard Dedicated Tier
Memgraph Cloud
$160.00
Always-on In-Memory RAM
Direct Capability Matrix
Feature & Architectural Comparison
| Feature / Dimension | VaagaGraph (VGraph) | Neo4j | Amazon Neptune | Memgraph | Kùzu |
|---|---|---|---|---|---|
| Form Factor | Embedded / Serverless / EKS | Dedicated JVM Server | Managed Cloud Cluster | In-Memory C++ Daemon | Embedded C++ Engine |
| Compute & Storage | Decoupled (Compute + S3) | Coupled Disk/RAM | Decoupled Cloud Disk | Coupled In-Memory | Coupled Single File |
| Minimum Monthly Cost | $0.00 (Zero Idle) | $65 – $800+ / mo | $250 – $1,200+ / mo | $150 – $500+ / mo | $0.00 / mo |
| Cold Start Boot Latency | < 10 ms | 30s – 120s | Always Provisioned | 5s – 15s | < 50 ms |
| Core Runtime Dependencies | 0 (Pure Node.js standard) | JVM 21+ Runtime | AWS VPC Cluster | C++ Shared Libs | Native C++ Addon |
| TypeScript / Web Native | ✓ 100% Pure TS | ✗ Java / Bolt Driver | ✗ Gremlin / Cypher Client | ✗ Bolt Driver | ✗ Node-gyp C++ Addon |
| Dynamic Match Threshold Engine | ✓ Native Fractional % | ✗ Binary Exact Match Only | ✗ Binary Exact Match Only | ✗ Binary Exact Match Only | ✗ Binary Exact Match Only |
| Durability Mechanism | Append-Only WAL + S3 ETag OCC | Page Cache + Disk WAL | Distributed Cloud Log | Snapshot + Disk WAL | Columnar Buffer Mgr |
| Multi-Writer Concurrency | S3 ETag Conditional Writes | Raft Leader-Follower | Single Primary Writer | In-Memory MVCC | Process-level file lock |
| Built-in Algorithms (BFS, Dijkstra, PageRank) | ✓ Built-in Standard | Requires GDS Plugin ($$) | Limited / OpenSearch | ✓ MAGE Modules | Custom Cypher queries |
| Dual Protocol (HTTP + Binary TCP) | ✓ Active by Default | Bolt Protocol Only | HTTP / Gremlin WS | Bolt Protocol | Embedded C API |