From ae7594120cd74f4e69ab6d2aea71863758a88b71 Mon Sep 17 00:00:00 2001
From: writinwaters <93570324+writinwaters@users.noreply.github.com>
Date: Thu, 2 May 2024 12:45:08 +0800
Subject: [PATCH] Update benchmark.md (#1158)

Added versions of ES, qdrant, and infinity

### What problem does this PR solve?

_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._

### Type of change

- [x] Documentation Update
---
 docs/references/benchmark.md | 19 ++++++++++++++++++-
 1 file changed, 18 insertions(+), 1 deletion(-)

diff --git a/docs/references/benchmark.md b/docs/references/benchmark.md
index c592271372..18adc69b63 100644
--- a/docs/references/benchmark.md
+++ b/docs/references/benchmark.md
@@ -3,6 +3,23 @@ sidebar_position: 1
 slug: /benchmark
 ---
 # Benchmark
+This document compares the following key specifications of Elasticsearch, Qdrant, and Infinity:
+
+- QPS
+- Recall
+- Time to insert & build index
+- Time to import & build index
+- Disk usage
+- Peak memory usage
+
+## Versions
+|                   |    QPS    |
+| ----------------- | --------- |
+| **Elasticsearch** | v8.13.0   |
+| **Qdrant**        | v1.8.2    |
+| **Infinity**      | v0.1.0    |
+
+## Run Benchmark
 
 1. Install necessary dependencies. 
 
@@ -173,4 +190,4 @@ python remote_benchmark_knn.py -t 16 -r 1 -d gist_1m
 - **Dataset**: SIFT1M; **topk**: 100; **recall**: 97%+
 - **P99 QPS**: 15,688 (16 clients)
 - **P99 Latency**: 0.36 ms
-- **Memory usage**: 408 MB
\ No newline at end of file
+- **Memory usage**: 408 MB