Country
SG
first seen 2026-06-11 00:53 · last seen 2026-11-02 08:44 · JSON
Last 7 days (1197 observations)
Distinct clients per day (last 30 days, peak 533/day)
Distinct clients are counted by IP-hash per complete UTC day — unlike observation counts this is insensitive to one chatty client, but NAT merges clients and address rotation splits them.
Decomposed attributes
| Country | Singapore |
|---|
Co-observed signals
Signals from other families seen in the same observation. A fingerprint spread thinly across many lower-layer signatures is a classic inconsistency signal.
TLS ClientHello (JA4)
| fingerprint | co-occurrences |
|---|---|
t13d311100_e8f1e7e78f70_d41ae481755e Match?Exact match in Thumbprint's published controlled catalog captures: rust-hyper 1.11.1, rust-hyper 1.12.0, rust-hyper 1.11.0, +1 more.The fingerprint page shows the full measured match list. More on the catalog. | 4644 |
t13d131100_f57a46bbacb6_e5728521abd4 | 1808 |
t13d3111h2_e8f1e7e78f70_5ac7197df9d2 | 1779 |
t13d1516h2_8daaf6152771_d8a2da3f94cd Match?Exact match in Thumbprint's published controlled catalog captures: chromium 149.0.7827.102, chrome 149.0.7827.102, chrome 149.0.7827.156, +25 more.The fingerprint page shows the full measured match list. More on the catalog. | 723 |
t13d3013h2_1d37bd780c83_8537cf56674e Match?Exact match in Thumbprint's published controlled catalog captures: curl 8.18.0.The fingerprint page shows the full measured match list. More on the catalog. | 432 |
t13d1516h2_8daaf6152771_02713d6af862 Match?Exact match in Thumbprint's published controlled catalog captures: chromium 131.0.6778.33, chromium 134.0.6998.35, chromium 133.0.6943.16.The fingerprint page shows the full measured match list. More on the catalog. | 205 |
t12d610700_8a10cb45a794_4446390ac224 | 148 |
t13d1313h2_f57a46bbacb6_9249cab70c77 | 131 |
t13d1812h1_85036bcba153_b26ce05bbdd6 | 85 |
t13d4312h1_c7886603b240_b26ce05bbdd6 | 83 |
HTTP request (JA4H)
| fingerprint | co-occurrences |
|---|---|
ge11nr040000_177aea7101ae_000000000000_000000000000 | 4641 |
ge20nn030000_80b089f68b8e_000000000000_000000000000 | 1332 |
ge11nn10zhcn_9c0cf7475f83_000000000000_000000000000 | 1272 |
ge20nn030000_6dac75bd47eb_000000000000_000000000000 Match?Exact match in Thumbprint's published controlled catalog captures: python-httpx 0.28.1.The fingerprint page shows the full measured match list. More on the catalog. | 449 |
ge20nn030000_bf75ddd0bb29_000000000000_000000000000 | 433 |
ge11nr10zhcn_9c0cf7475f83_000000000000_000000000000 | 313 |
ge20nr13enus_e2ac93ffb364_000000000000_000000000000 | 263 |
ge20nn11enus_dbdd560af68b_000000000000_000000000000 | 172 |
ge11nn040000_4f6f4aad0c1e_000000000000_000000000000 | 143 |
ge11nn050000_b223a0ebb0b5_000000000000_000000000000 Match?Exact match in Thumbprint's published controlled catalog captures: python-requests 2.34.2, python-requests 2.33.1, python-requests 2.32.3.The fingerprint page shows the full measured match list. More on the catalog. | 106 |
HTTP/2 frames (Akamai)
| fingerprint | co-occurrences |
|---|---|
1:4096;2:0;5:16384;6:131072;3:100;4:65536|26148865|0|m,s,p,a | 1779 |
1:65536;2:0;4:6291456;6:262144|15663105|1:1:0:256|m,a,s,p Match?Exact match in Thumbprint's published controlled catalog captures: chromium 131.0.6778.33, chromium 151.0.7922.34, chrome 151.0.7922.137, +60 more.The fingerprint page shows the full measured match list. More on the catalog. | 525 |
3:100;4:65536;2:0|1048510465|0|m,s,a,p Match?Exact match in Thumbprint's published controlled catalog captures: curl 8.13.0, curl 8.18.0, curl 8.21.0, +8 more.The fingerprint page shows the full measured match list. More on the catalog. | 434 |
2:0;4:4194304;5:16384;6:262144;1:65536|1073741824|0|a,m,p,s | 251 |
1:65536;2:0;4:6291456;6:262144|15663105|1:1:0:220|m,a,s,p Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, chromium 149.0.7827.102, chrome 152.0.7977.83, +85 more.The fingerprint page shows the full measured match list. More on the catalog. | 239 |
1:65536;2:0;3:1000;4:6291456;6:262144|15663105|1:1:0:256|m,a,s,p | 146 |
2:0;4:4194304;5:16384;6:10485760|1073741824|0|a,m,p,s Match?Exact match in Thumbprint's published controlled catalog captures: go-net/http 1.26.6, go-net/http 1.26.10, go-net/http 1.26.9, +8 more.The fingerprint page shows the full measured match list. More on the catalog. | 51 |
2:0;3:1;4:8388608;5:65536|8323073|0|m,s,a,p | 40 |
1:65536;2:0;4:131072;5:16384|12517377|3:0:0:42|m,p,a,s Match?Exact match in Thumbprint's published controlled catalog captures: firefox 154.0, firefox 152.0.5, firefox 152.0.1, +3 more.The fingerprint page shows the full measured match list. More on the catalog. | 17 |
3:100;4:10485760;2:0|1048510465|0|m,s,a,p Match?Exact match in Thumbprint's published controlled catalog captures: curl 8.7.1, curl 8.5.0.The fingerprint page shows the full measured match list. More on the catalog. | 17 |
TCP SYN (p0f)
TCP SYN (JA4T)
| fingerprint | co-occurrences |
|---|---|
64240_2-4-8-1-3_1460_7 | 5392 |
65535_2-4-8-1-3_1380_8 | 1780 |
29200_2-4-8-1-3_1424_7 | 1356 |
64800_2-4-8-1-3_1440_7 | 268 |
65320_2-4-8-1-3_1420_10 | 258 |
25380_2-4-8-1-3_1424_7 | 220 |
42340_2-4-8-1-3_1460_10 | 197 |
35844_2-4-8-1-3_1460_10 | 174 |
65535_2-1-3-1-1-4_1460_8 | 118 |
42600_2-4-8-1-3_1420_9 | 59 |
QUIC transport params
| fingerprint | co-occurrences |
|---|---|
q12_97eeb91f9c98 Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, chrome 152.0.7977.83, chrome 151.0.7922.137, +67 more.The fingerprint page shows the full measured match list. More on the catalog. | 28 |
q13_b3b195fe7bab Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, chrome 152.0.7977.83, edge 151.0.4129.93, +55 more.The fingerprint page shows the full measured match list. More on the catalog. | 17 |
q12_022106b74856 Match?Exact match in Thumbprint's published controlled catalog captures: firefox 153.0, firefox 153.0.3, firefox 154.0, +30 more.The fingerprint page shows the full measured match list. More on the catalog. | 5 |
q12_fcf871be5fee Match?Exact match in Thumbprint's published controlled catalog captures: chromium 145.0.7632.6, chromium 143.0.7499.4, chromium 141.0.7390.37, +5 more.The fingerprint page shows the full measured match list. More on the catalog. | 4 |
q12_67a81e69c992 | 4 |
q13_dd847bf90808 | 2 |
q07_e80dd4933807 Match?Exact match in Thumbprint's published controlled catalog captures: safari 26.5.2, urlsession 6.3.3, safari 26.6.2, +2 more.The fingerprint page shows the full measured match list. More on the catalog. | 2 |
q11_76f709dc036e Match?Exact match in Thumbprint's published controlled catalog captures: chromium 148.0.7778.96, chromium 147.0.7727.15.The fingerprint page shows the full measured match list. More on the catalog. | 2 |
q08_52ebd28059b7 Match?Exact match in Thumbprint's published controlled catalog captures: safari 26.5.2, urlsession 6.1.2, safari 26.5, +2 more.The fingerprint page shows the full measured match list. More on the catalog. | 1 |
q13_1ba31b10e88d | 1 |
User-Agent
Network (ASN)
| fingerprint | co-occurrences |
|---|---|
AS45102 · Alibaba (US) Technology Co., Ltd. | 4780 |
AS132203 · Tencent Building, Kejizhongyi Avenue | 1820 |
AS32934 · Facebook, Inc. | 1779 |
AS16509 · Amazon.com, Inc. | 402 |
AS396982 · Google LLC | 371 |
AS14061 · DigitalOcean, LLC | 244 |
AS214483 · FiberPower LLC | 207 |
AS212238 · Datacamp Limited | 185 |
AS31898 · Oracle Corporation | 168 |
AS62610 · Zenlayer Inc | 141 |
TLS supported groups
| fingerprint | co-occurrences |
|---|---|
001d,0017,001e,0019,0018,0100,0101,0102,0103,0104 Match?Exact match in Thumbprint's published controlled catalog captures: curl 8.13.0, php-guzzle 8.3.1, curl 7.88.1, +10 more.The fingerprint page shows the full measured match list. More on the catalog. | 2227 |
001d,0017,001e,0019,0018 | 463 |
11ec,001d,0017,001e,0018,0019,0100,0101 Match?Exact match in Thumbprint's published controlled catalog captures: python-httpx 0.28.1, python-requests 2.34.2, curl 8.23.0, +4 more.The fingerprint page shows the full measured match list. More on the catalog. | 432 |
0a0a,001d,0017,0018 | 267 |
11ec,001d,0017,0018,0019 Match?Exact match in Thumbprint's published controlled catalog captures: firefox 158.0.1, firefox 157.0, firefox 157.0.1, +5 more.The fingerprint page shows the full measured match list. More on the catalog. | 250 |
0a0a,11ec,001d,0017,0018 Match?Exact match in Thumbprint's published controlled catalog captures: chrome 156.0.8078.48, edge 155.0.4283.62, chrome 156.0.8078.47, +11 more.The fingerprint page shows the full measured match list. More on the catalog. | 42 |
6399,001d,0017,0018,0019 | 36 |
001d,0017,0018,0019 Match?Exact match in Thumbprint's published controlled catalog captures: go-net/http 1.21.13, curl 8.7.1.The fingerprint page shows the full measured match list. More on the catalog. | 13 |
001d,0017,0018 Match?Exact match in Thumbprint's published controlled catalog captures: rust-reqwest 0.12.28, rust-reqwest 0.11.27, winhttp 10.0.20348.1, +2 more.The fingerprint page shows the full measured match list. More on the catalog. | 8 |
001d,0017,0018,0019,11ec,6399,fe32 | 3 |
Cross-transport links
TLS ClientHello fingerprints observed from the same client via the beacon's correlation id on the other transport (e.g. this stack over TCP ↔ that stack over QUIC).