Skip to content

bench: update performance report #160

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
github-actions wants to merge 1 commit into
base: master
Choose a base branch
from
Open

bench: update performance report #160

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
49 changes: 25 additions & 24 deletions benchmarks/REPORT.md
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,75 +1,76 @@
# RedBoxDb Performance Dashboard

> Auto-generated on every commit to main. Last updated: 2026-07-26
> Auto-generated on every commit to main. Last updated: 2026-08-03

## Latest Results (`9d81807`)
## Latest Results (`ef8e97b`)

| Metric | Value | vs Previous |
|--------|-------|-------------|
| HNSW QPS (1T) | 23,225 | -31.5% ↓ |
| HNSW QPS (12T) | 59,834 | -31.7% ↓ |
| IVF QPS (1T) | 4,427 | -16.7% ↓ |
| IVF QPS (12T) | 10,058 | -12.7% ↓ |
| HNSW Insert/sec | 1,912 | +12.2% ↑ |
| IVF Insert/sec | 62,217 | -3.6% ↓ |
| Recall@100 | 86.7% | → |
| HNSW QPS (1T) | 34,669 | +49.3% ↑ |
| HNSW QPS (12T) | 107,426 | +79.5% ↑ |
| IVF QPS (1T) | 5,606 | +26.6% ↑ |
| IVF QPS (12T) | 13,346 | +32.7% ↑ |
| HNSW Insert/sec | 1,838 | -3.9% ↓ |
| IVF Insert/sec | 77,431 | +24.5% ↑ |
| Recall@100 | 86.6% | → |

## HNSW 1-NN QPS (1 thread)

```mermaid
xychart-beta
title "HNSW 1-NN QPS (1 thread)"
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807"]
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807", "ef8e97b"]
y-axis "QPS" 0 --> 45000
line [21803, 29297, 38537, 33923, 23225]
line [21803, 29297, 38537, 33923, 23225, 34669]
```

## HNSW 1-NN QPS (12 threads)

```mermaid
xychart-beta
title "HNSW 1-NN QPS (12 threads)"
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807"]
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807", "ef8e97b"]
y-axis "QPS" 0 --> 126000
line [76009, 81296, 108905, 87655, 59834]
line [76009, 81296, 108905, 87655, 59834, 107426]
```

## IVF 1-NN QPS (1 thread)

```mermaid
xychart-beta
title "IVF 1-NN QPS (1 thread)"
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807"]
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807", "ef8e97b"]
y-axis "QPS" 0 --> 7000
line [3457, 5074, 5151, 5312, 4427]
line [3457, 5074, 5151, 5312, 4427, 5606]
```

## IVF 1-NN QPS (12 threads)

```mermaid
xychart-beta
title "IVF 1-NN QPS (12 threads)"
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807"]
x-axis ["0ec05f3", "5366613", "e47eaee", "4f25193", "9d81807", "ef8e97b"]
y-axis "QPS" 0 --> 21000
line [18039, 11386, 13485, 11521, 10058]
line [18039, 11386, 13485, 11521, 10058, 13346]
```

## Quick Trends

```
HNSW QPS (1T) 23,225 ▁▄█▆▁
HNSW QPS (12T) 59,834 ▃▄█▅▁
IVF QPS (1T) 4,427 ▁▇██▅
IVF QPS (12T) 10,058 █▂▄▂▁
HNSW Insert/sec 1,912 ▁▆█▆█
IVF Insert/sec 62,217 ▁▄█▄▃
Recall@100 86.7% ▁▅█▇▇
HNSW QPS (1T) 34,669 ▁▄█▆▁▇
HNSW QPS (12T) 107,426 ▃▄█▅▁█
IVF QPS (1T) 5,606 ▁▇▇▇▄█
IVF QPS (12T) 13,346 █▂▄▂▁▄
HNSW Insert/sec 1,838 ▁▆█▆██
IVF Insert/sec 77,431 ▁▄█▄▃█
Recall@100 86.6% ▁▅█▇▇▇
```

## Full History

| # | Commit | Date | HNSW 1T | HNSW NT | IVF 1T | IVF NT | HNSW Ins | IVF Ins | Recall |
|---|--------|------|---------|---------|--------|--------|----------|---------|--------|
| 6 | `ef8e97b` | 2026-08-03 | 34,669 | 107,426 | 5,606 | 13,346 | 1,838 | 77,431 | 86.6% |
| 5 | `9d81807` | 2026-07-26 | 23,225 | 59,834 | 4,427 | 10,058 | 1,912 | 62,217 | 86.7% |
| 4 | `4f25193` | 2026-07-24 | 33,923 | 87,655 | 5,312 | 11,521 | 1,704 | 64,542 | 86.6% |
| 3 | `e47eaee` | 2026-07-23 | 38,537 | 108,905 | 5,151 | 13,485 | 1,873 | 77,904 | 86.9% |
Expand Down
15 changes: 15 additions & 0 deletions benchmarks/data.json
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -74,6 +74,21 @@
"threads": 4,
"num_vectors": 100000,
"dimensions": 128
},
{
"commit": "ef8e97b",
"date": "2026-08-03",
"message": "Check recv(1) return on acknowledgment reads (#93) (#150)",
"hnsw_insert_per_sec": 1838,
"hnsw_qps_1t": 34669,
"hnsw_qps_nt": 107426,
"hnsw_recall_100": 0.8662,
"ivf_insert_per_sec": 77431,
"ivf_qps_1t": 5606,
"ivf_qps_nt": 13346,
"threads": 4,
"num_vectors": 100000,
"dimensions": 128
}
]
}