Talon
Benchmark · M100

Extreme Performance: Million-Scale Data
Sub-Millisecond Response

Talon 8+1 engine benchmark report. Single-node embedded mode, WAL persistence, million-scale real-world data.

database

SQL Engine: Point Query Latency

Primary Key (PK Point Query) response time comparison

250x FASTER
TALON SQL <0.02ms
PostgreSQL 15 5.0ms

Bulk Insert Throughput

Bulk Insert (Rows/sec)

165,000
ROWS / SEC
Standard Hardware 1M rows tested
storage

KV GET

625M ops/s

1M keys tested

show_chart

TS Write

353K pts/s

Binary Encoding

hub Vector & Full-Text Search

Hybrid retrieval performance (100K vectors)

HNSW BM25
KNN Search Latency
0.2ms
Recall @ 10 99.8%
Hybrid Search (P95)
1.2ms
QPS (High Load) 12,500
DATASET: SIFT1M / GIST1M
DIMENSIONS: 128 / 768
queue

MQ Publish Rate

1.6K
msg/s
share

Graph Neighbor Query

110K
K qps (2-hop)
science TEST ENVIRONMENT
macOS, Apple Silicon Embedded, WAL=NORMAL persist() flush Talon M100