Malware Scanner Battle Royale
Every run pulls the newest known-bad and known-good packages from live threat feeds and scans them with every engine — same samples, ground-truth labels. Last updated 2026-06-28 (50 malware · 50 benign).
| Provider | License | App code | Vendored code | Dependencies | Binaries | Air-gap | Registries |
|---|---|---|---|---|---|---|---|
| Atomdrift | Apache-2.0 | ✓ | ✓ | ✓ | ✓ | ✓ | 47 |
| Aikido Malware | Subscription | ✗ | ✗ | ✓ | ✗ | ✗ | 18 |
| Socket | Subscription | ✗ | ✗ | ✓ | ✗ | ✗ | 11 |
| GuardDog by Datadog | Apache-2.0 | ✗ | ✓ | ✓ | ✗ | ✗ | 5 |
| malcontent | Apache-2.0 | ✓ | ✓ | ✗ | ✓ | ✓ | — |
| ClamAV | GPLv2 | ✗ | ✓ | ✗ | ✓ | ✓ | — |
| VirusTotal | Subscription | ✗ | ✓ | ✗ | ✓ | ✗ | — |
What each engine is built to scan — detection scores are below.
Detected malware
Across 50 recent samples flagged by OSV, OSM, and other threat feeds.
Flagged hostile
Flagged suspicious
Atomdrift
90%
Socket
68%
GuardDog by Datadog
62%
VirusTotal
26%
Aikido Malware
14%
ClamAV
0%
malcontent
0%
Coverage — what each engine can scan
Share of this run's files each engine can analyze (by file type and registry) — coverage, not detection. Longer is broader.
Atomdrift
87%
Aikido Malware
30%
malcontent
29%
Socket
27%
GuardDog by Datadog
27%
VirusTotal
22%
ClamAV
11%
False positives — flagged good packages
Across 50 known-good packages — any flag is a false alarm. Shorter is better; empty is perfect.
Flagged hostile
Flagged suspicious
Atomdrift
26%
GuardDog by Datadog
2%
Aikido Malware
0%
ClamAV
0%
malcontent
0%
Socket
0%
VirusTotal
0%
Detection by ecosystem
Catch rate within each ecosystem, over the samples each engine can scan there.
JavaScript 21 samples
Atomdrift
100%
Socket
95%
GuardDog by Datadog
81%
Aikido Malware
33%
VirusTotal
19%
ClamAV
0%
malcontent
0%
GitHub 15 samples
Atomdrift
67%
VirusTotal
60%
Aikido Malware
0%
ClamAV
0%
GuardDog by Datadog
0%
malcontent
0%
Socket
0%
Python 13 samples
Atomdrift
100%
GuardDog by Datadog
100%
Socket
100%
Aikido Malware
0%
ClamAV
0%
malcontent
0%
VirusTotal
0%
Go 1 sample
Atomdrift
100%
GuardDog by Datadog
100%
Socket
100%
Aikido Malware
0%
ClamAV
0%
malcontent
0%
VirusTotal
0%
Detection over time
Each engine's catch rate on known malware, run over run — higher and steadier is better. Click a name to isolate it.
Methodology
- Known-bad packages are pulled from live threat feeds. Independent feeds are trusted as-is — a bogus listing just makes every engine miss it equally. But a listing from a feed that is also a contestant (Socket, Aikido Malware, GuardDog by Datadog) is kept only when an independent engine corroborates it, so no one is credited for its own possibly-spurious self-report.
- Known-good packages are recent releases presumed benign — curated good feeds plus newly-published packages; any flag against them, hostile or suspicious, is a false positive.
- Each engine's native severity is normalised to four tiers — hostile, suspicious, benign, unsupported. A sample is caught (on known-bad) or a false alarm (on known-good) when it's flagged hostile or suspicious; the bars stack the two shades, darker for hostile.
- Rates are taken over what each engine can actually scan: a sample it skips — unsupported ecosystem or file type — drops from the denominator, but a sample it errors on still counts as a miss.
- This is preliminary: the corpus is small and refreshed continuously, and the known-bad set is still being widened. Numbers will move.
Engine versions: Atomdrift 2.2.0 · ClamAV 1.5.2 · GuardDog by Datadog 3.0.2 (local engines; Socket, Aikido Malware, and VirusTotal are hosted; OSV/OSM are live feeds)
Reference data — 50 known-malware + 50 known-good files (+11 skipped), scanned 2026-06-28
● Known malware — pulled from threat feeds and corroborated; every detection benchmark number comes from these
● Known good — vetted packages; any hostile flag here is a false positive
⊘ Skipped — provider-reported, uncorroborated — self-published by Socket, Aikido Malware or GuardDog by Datadog but not independently corroborated (no other engine flagged them hostile, and fewer than two flagged them at all), so they're dropped from the detection cohort rather than crediting the reporter for a possibly spurious listing. Independent threat-feed listings are trusted as-is and never dropped — a bogus one just makes every engine miss equally
| Package | Reported by | Atomdrift | GuardDog by Datadog | VirusTotal | Socket | Aikido Malware | ClamAV | malcontent |
|---|---|---|---|---|---|---|---|---|
| pkg:golang/github.com/gesellix/Bose-SoundTouch@v0.115.0 | Socket | B | S | B | S | B | B | - |
| pkg:npm/@kenkaiiii/gg-editor@0.7.44 | Socket | S | B | B | S | B | B | - |
| pkg:npm/@bobfrankston/mailx-settings@0.1.31 | Aikido Malware | S | B | B | B | H | B | - |
| pkg:golang/github.com/GoogleCloudPlatform/k8s-config-connector/third_party/github.com/hashicorp/terraform-provider-google-beta@v0.0.0-20260628162312-dfed39f9be22 | Socket | B | B | B | S | B | B | - |
| pkg:golang/github.com/Kaleidora/dnsub-scanning-tool@v0.0.0-20260628120538-34e11f9057fc | Socket | B | B | B | H | B | B | - |
| pkg:nuget/thinkgeo.ui.blazor@14.5.3 | Socket | B | - | B | S | B | B | - |
| pkg:pypi/pdftl@0.23.0 | Socket | S | B | B | S | B | B | - |
| pkg:npm/@bobfrankston/mailx-types@0.1.20 | Aikido Malware | S | B | B | B | H | B | - |
| pkg:cargo/lumux-core@0.1.10 | Socket | B | - | B | S | B | B | - |
| pkg:golang/go.keploy.io/server/v3@v3.5.80 | Socket | B | B | S | S | B | B | - |
| pkg:golang/github.com/open-watcom/open-watcom-v2@v0.0.0-20260628135137-fede321504b1 | Socket | S | - | B | S | B | B | - |
Coverage gaps — what each engine couldn't analyze: whole packages skipped for an unsupported ecosystem, or file types it can't read within a supported one
| Provider | Skipped ecosystems | Unscannable file types |
|---|---|---|
| Atomdrift | - | unknown (4375 files), yaml (3518 files), gml (1545 files), bmp (736 files), map (646 files), html (643 files), yml (599 files), mif (435 files), chk (411 files), for (375 files), mh (337 files), dlg (325 files), tf (278 files), def (260 files), ctl (228 files), esm (226 files), inc (191 files), ico (190 files), mdx (166 files), sp (155 files), tpl (138 files), rh (137 files), fi (134 files), crt (127 files), sol (125 files), emp (109 files), woff2 (100 files), ttf (95 files), dyn_hi (87 files), tgt (78 files), liquid (73 files), gitignore (67 files), exe (61 files), woff (58 files), fon (57 files), meta (51 files), cop (50 files), vex (42 files), wpj (42 files), ps (40 files), inf (39 files), 3pm (39 files), namespace (38 files), vi (38 files), eot (37 files), snap (35 files), lif (34 files), rego (33 files), helmignore (28 files), man (28 files), conf (27 files), mdoc (26 files), obj (25 files), gif (24 files), awk (24 files), opt (24 files), sed (24 files), toml (23 files), drawio (23 files), tex (23 files), ipf (21 files), pub (20 files), dbg (20 files), cur (19 files), example (16 files), pcd (16 files), tmpl (15 files), bnd (15 files), me (15 files), repo (15 files), d32 (14 files), mnl (14 files), key (13 files), puml (13 files), rc (13 files), y (13 files), glb (12 files), checksum (12 files), properties (12 files), cfg (12 files), eps (12 files), nls (12 files), http (11 files), webp (11 files), tof (11 files), pem (10 files), cmake (10 files), dsp (10 files), ssl (10 files), hlp (9 files), lnt (9 files), cshtml (8 files), dart (8 files), fap (8 files), nt (8 files), rez (8 files), log (7 files), dict (7 files), cache (7 files), adb (7 files), in (7 files), lib (7 files), ptr (7 files), uni (7 files), w16 (7 files), mo (7 files), po (7 files), 1 (6 files), editorconfig (6 files), lock (6 files), men (6 files), w32 (6 files), frag (6 files), hlsl (6 files), dockerignore (5 files), sqlite (5 files), crd (5 files), csv (5 files), com (5 files), ovl (5 files), pif (5 files), ucm (5 files), inl (5 files), 105 (4 files), pdb (4 files), ini (4 files), yar (4 files), pbxproj (4 files), 1st (4 files), cnv (4 files), csc (4 files), eng (4 files), fr (4 files), imp (4 files), sln (4 files), manifest (4 files), mf (4 files), rsa (4 files), sf (4 files), sig (4 files), 110 (3 files), 387 (3 files), body (3 files), template (3 files), gitkeep (3 files), webmanifest (3 files), firebaserc (3 files), npmrc (3 files), ds_store (3 files), icns (3 files), mp4 (3 files), metadata (3 files), ads (3 files), ch (3 files), cnt (3 files), pat (3 files), str (3 files), trp (3 files), rst (3 files), tab (3 files), 5 (2 files), backup (2 files), gotpl (2 files), local (2 files), otf (2 files), prettierignore (2 files), svelte (2 files), hcl (2 files), pb (2 files), p7s (2 files), mp3 (2 files), xcconfig (2 files), 11a (2 files), 2do (2 files), cw (2 files), dh (2 files), dsw (2 files), gitattributes (2 files), gsc (2 files), jpn (2 files), lay (2 files), sdl (2 files), sex (2 files), tix (2 files), tok (2 files), wbr (2 files), dist (2 files), list (2 files), bof (2 files), tape (2 files), 0 (1 files), 3 (1 files), 6 (1 files), 7 (1 files), 8 (1 files), 10 (1 files), 12 (1 files), 250 (1 files), 252 (1 files), 386 (1 files), 437 (1 files), 586 (1 files), 686 (1 files), 850 (1 files), 852 (1 files), docsignore (1 files), jsonl (1 files), include (1 files), markdownlintignore (1 files), tftpl (1 files), tofurc (1 files), bak (1 files), coverage (1 files), pro (1 files), gitmodules (1 files), avro (1 files), csr (1 files), go-version (1 files), gzip (1 files), p12 (1 files), parquet (1 files), pfx (1 files), env (1 files), onnx (1 files), rules (1 files), jsonc (1 files), tsbuildinfo (1 files), orig (1 files), cff (1 files), ac (1 files), ans (1 files), build (1 files), c2 (1 files), c5 (1 files), clp (1 files), contrib (1 files), dct (1 files), dll (1 files), ed2 (1 files), err (1 files), exp (1 files), faq (1 files), fil (1 files), h1 (1 files), hfe (1 files), idl (1 files), jrr (1 files), lex (1 files), m4 (1 files), mdl (1 files), mms (1 files), mnx (1 files), ms (1 files), ok (1 files), old (1 files), os2 (1 files), ph (1 files), pk (1 files), preformatted (1 files), prg (1 files), problems (1 files), projects (1 files), qls (1 files), qnx (1 files), qpg (1 files), rsp (1 files), src (1 files), stuff (1 files), tbl (1 files), unx (1 files), var (1 files), vis (1 files), vpr (1 files), wat (1 files), whc (1 files), wri (1 files), wxp (1 files), wxr (1 files), wxt (1 files), wxu (1 files), typed (1 files), la (1 files), pak (1 files), bootstrap (1 files), ctypes (1 files), defs (1 files), final (1 files), stdlib (1 files), clang-format (1 files), gliffy (1 files), tga (1 files), debian (1 files), astro (1 files), lycheeignore (1 files), releaserc (1 files), vscodeignore (1 files) |
| Aikido Malware | container (2521 files), wolfi (296 files), netbsd (157 files), arch (102 files), ubuntu (19 files), powershell (6 files) | json (64163 files), text (5812 files), svg (4477 files), unknown (3897 files), yaml (3515 files), png (2041 files), gml (1545 files), bmp (736 files), map (646 files), html (643 files), yml (599 files), mif (435 files), chk (411 files), for (375 files), mh (337 files), dlg (325 files), tf (278 files), def (260 files), ctl (228 files), esm (226 files), xml (199 files), inc (191 files), ico (190 files), mdx (166 files), pe (161 files), sp (155 files), tpl (138 files), rh (137 files), fi (134 files), sol (125 files), data (119 files), emp (109 files), jpeg (105 files), python_bytecode (102 files), woff2 (100 files), ttf (95 files), ole (95 files), registry (79 files), tgt (78 files), liquid (73 files), gz (70 files), gitignore (66 files), pdf (64 files), exe (61 files), makefile (59 files), woff (58 files), fon (57 files), meta (51 files), cop (50 files), whl (45 files), vex (42 files), wpj (42 files), ps (40 files), inf (39 files), namespace (38 files), vi (38 files), eot (37 files), dockerfile (35 files), snap (35 files), lif (34 files), rego (33 files), systemd_service (32 files), helmignore (28 files), man (28 files), plist (27 files), mdoc (26 files), obj (25 files), gif (24 files), awk (24 files), lnk (24 files), opt (24 files), sed (24 files), toml (23 files), drawio (23 files), tar.gz (23 files), zip (21 files), ipf (21 files), dbg (20 files), tex (20 files), cur (19 files), example (16 files), pcd (16 files), objective_c (16 files), tmpl (15 files), bnd (15 files), me (15 files), repo (15 files), d32 (14 files), mnl (14 files), key (13 files), puml (13 files), rc (13 files), y (13 files), glb (12 files), checksum (12 files), properties (12 files), wasm (12 files), eps (12 files), nls (12 files), http (11 files), webp (11 files), tof (11 files), conf (10 files), pem (10 files), cmake (10 files), cfg (10 files), dsp (10 files), ssl (10 files), hlp (9 files), lnt (9 files), cshtml (8 files), fap (8 files), nt (8 files), rez (8 files), dict (7 files), cache (7 files), adb (7 files), ptr (7 files), uni (7 files), w16 (7 files), mo (7 files), po (7 files), desktop_entry (7 files), editorconfig (6 files), lock (6 files), log (6 files), in (6 files), lib (6 files), men (6 files), rtf (6 files), w32 (6 files), frag (6 files), hlsl (6 files), crt (5 files), dockerignore (5 files), sqlite (5 files), crd (5 files), csv (5 files), com (5 files), ovl (5 files), pif (5 files), ucm (5 files), inl (5 files), 1 (4 files), 105 (4 files), pdb (4 files), ini (4 files), yar (4 files), pbxproj (4 files), elf (4 files), 1st (4 files), cnv (4 files), csc (4 files), eng (4 files), fr (4 files), imp (4 files), sln (4 files), manifest (4 files), mf (4 files), rsa (4 files), sf (4 files), sig (4 files), 110 (3 files), 387 (3 files), body (3 files), template (3 files), gitkeep (3 files), webmanifest (3 files), firebaserc (3 files), npmrc (3 files), ds_store (3 files), icns (3 files), mp4 (3 files), metadata (3 files), ads (3 files), bz2 (3 files), ch (3 files), cnt (3 files), pat (3 files), str (3 files), trp (3 files), pub (2 files), backup (2 files), gotpl (2 files), otf (2 files), prettierignore (2 files), svelte (2 files), jar (2 files), hcl (2 files), pb (2 files), p7s (2 files), mp3 (2 files), macho (2 files), xcconfig (2 files), 11a (2 files), 2do (2 files), cw (2 files), dh (2 files), dsw (2 files), gitattributes (2 files), gsc (2 files), jpn (2 files), lay (2 files), sdl (2 files), sex (2 files), tix (2 files), tok (2 files), vbs (2 files), wbr (2 files), bof (2 files), tape (2 files), 3 (1 files), 5 (1 files), 10 (1 files), 250 (1 files), 252 (1 files), 386 (1 files), 437 (1 files), 586 (1 files), 686 (1 files), 850 (1 files), 852 (1 files), docsignore (1 files), jsonl (1 files), gyp (1 files), include (1 files), local (1 files), markdownlintignore (1 files), tftpl (1 files), tofurc (1 files), bak (1 files), coverage (1 files), apk_android (1 files), pro (1 files), gitmodules (1 files), avro (1 files), csr (1 files), go-version (1 files), gzip (1 files), p12 (1 files), parquet (1 files), pfx (1 files), env (1 files), onnx (1 files), rules (1 files), jsonc (1 files), tsbuildinfo (1 files), orig (1 files), cff (1 files), deb (1 files), ac (1 files), ans (1 files), build (1 files), c2 (1 files), c5 (1 files), chm (1 files), clp (1 files), contrib (1 files), dct (1 files), dll (1 files), ed2 (1 files), err (1 files), exp (1 files), faq (1 files), fil (1 files), h1 (1 files), hfe (1 files), idl (1 files), jrr (1 files), lex (1 files), m4 (1 files), mdl (1 files), mms (1 files), mnx (1 files), ms (1 files), ok (1 files), old (1 files), os2 (1 files), ph (1 files), pk (1 files), preformatted (1 files), prg (1 files), problems (1 files), projects (1 files), qls (1 files), qnx (1 files), qpg (1 files), rsp (1 files), src (1 files), stuff (1 files), tbl (1 files), unx (1 files), var (1 files), vis (1 files), vpr (1 files), wat (1 files), whc (1 files), wri (1 files), wxp (1 files), wxr (1 files), wxt (1 files), wxu (1 files), typed (1 files), pak (1 files), clang-format (1 files), gliffy (1 files), tga (1 files), astro (1 files), lycheeignore (1 files), releaserc (1 files), vscodeignore (1 files) |
| malcontent | - | json (64168 files), text (5834 files), svg (4477 files), unknown (4375 files), yaml (3518 files), markdown (3358 files), png (2041 files), gml (1545 files), bmp (736 files), map (646 files), html (643 files), yml (599 files), mif (435 files), chk (411 files), for (375 files), mh (337 files), dlg (325 files), tf (278 files), github_actions (272 files), def (260 files), ruby (240 files), ctl (228 files), esm (226 files), package.json (218 files), xml (203 files), inc (191 files), ico (190 files), mdx (166 files), sp (155 files), tpl (138 files), rh (137 files), fi (134 files), crt (127 files), sol (125 files), data (120 files), emp (109 files), jpeg (105 files), woff2 (100 files), ttf (95 files), ole (95 files), dyn_hi (87 files), registry (79 files), tgt (78 files), kotlin (77 files), liquid (73 files), gitignore (67 files), pdf (64 files), exe (61 files), makefile (60 files), woff (58 files), fon (57 files), meta (51 files), cop (50 files), vex (42 files), wpj (42 files), ps (40 files), inf (39 files), 3pm (39 files), namespace (38 files), vi (38 files), eot (37 files), dockerfile (35 files), snap (35 files), rust (34 files), lif (34 files), rego (33 files), systemd_service (32 files), helmignore (28 files), man (28 files), conf (27 files), plist (27 files), mdoc (26 files), obj (25 files), pkg_info (24 files), gif (24 files), awk (24 files), lnk (24 files), opt (24 files), sed (24 files), toml (23 files), drawio (23 files), tex (23 files), clojure (22 files), ipf (21 files), package-lock.json (20 files), pub (20 files), dbg (20 files), cur (19 files), csharp (18 files), example (16 files), pcd (16 files), objective_c (16 files), tmpl (15 files), bnd (15 files), me (15 files), repo (15 files), d32 (14 files), mnl (14 files), key (13 files), requirements.txt (13 files), puml (13 files), groovy (13 files), rc (13 files), y (13 files), glb (12 files), checksum (12 files), properties (12 files), cfg (12 files), eps (12 files), nls (12 files), http (11 files), webp (11 files), tof (11 files), pem (10 files), cmake (10 files), dsp (10 files), ssl (10 files), hlp (9 files), lnt (9 files), cshtml (8 files), dart (8 files), fap (8 files), nt (8 files), rez (8 files), chrome-manifest (8 files), log (7 files), dict (7 files), cache (7 files), adb (7 files), in (7 files), lib (7 files), ptr (7 files), uni (7 files), w16 (7 files), mo (7 files), po (7 files), desktop_entry (7 files), 1 (6 files), editorconfig (6 files), go.mod (6 files), lock (6 files), swift (6 files), men (6 files), rtf (6 files), w32 (6 files), frag (6 files), hlsl (6 files), dockerignore (5 files), go.sum (5 files), sqlite (5 files), crd (5 files), csv (5 files), com (5 files), ovl (5 files), pif (5 files), ucm (5 files), inl (5 files), 105 (4 files), pdb (4 files), ini (4 files), yar (4 files), pbxproj (4 files), 1st (4 files), cnv (4 files), csc (4 files), eng (4 files), fr (4 files), imp (4 files), sln (4 files), manifest (4 files), mf (4 files), rsa (4 files), sf (4 files), sig (4 files), 110 (3 files), 387 (3 files), body (3 files), template (3 files), gitkeep (3 files), webmanifest (3 files), yarn.lock (3 files), firebaserc (3 files), npmrc (3 files), ds_store (3 files), icns (3 files), mp4 (3 files), metadata (3 files), ads (3 files), ch (3 files), cnt (3 files), pat (3 files), str (3 files), trp (3 files), rst (3 files), tab (3 files), src_info (3 files), 5 (2 files), backup (2 files), gemfile.lock (2 files), gotpl (2 files), local (2 files), otf (2 files), prettierignore (2 files), svelte (2 files), hcl (2 files), pb (2 files), p7s (2 files), mp3 (2 files), xcconfig (2 files), 11a (2 files), 2do (2 files), cw (2 files), dh (2 files), dsw (2 files), gitattributes (2 files), gsc (2 files), jpn (2 files), lay (2 files), sdl (2 files), sex (2 files), tix (2 files), tok (2 files), vbs (2 files), wbr (2 files), dist (2 files), list (2 files), pickle (2 files), bof (2 files), tape (2 files), 0 (1 files), 3 (1 files), 6 (1 files), 7 (1 files), 8 (1 files), 10 (1 files), 12 (1 files), 250 (1 files), 252 (1 files), 386 (1 files), 437 (1 files), 586 (1 files), 686 (1 files), 850 (1 files), 852 (1 files), docsignore (1 files), pnpm-lock.yaml (1 files), jsonl (1 files), gyp (1 files), include (1 files), markdownlintignore (1 files), tftpl (1 files), tofurc (1 files), bak (1 files), coverage (1 files), apk_android (1 files), pro (1 files), gitmodules (1 files), avro (1 files), csr (1 files), go-version (1 files), gzip (1 files), p12 (1 files), parquet (1 files), pfx (1 files), env (1 files), onnx (1 files), rules (1 files), jsonc (1 files), tsbuildinfo (1 files), cargo.lock (1 files), cargo.toml (1 files), orig (1 files), cff (1 files), ac (1 files), ans (1 files), build (1 files), c2 (1 files), c5 (1 files), chm (1 files), clp (1 files), contrib (1 files), dct (1 files), dll (1 files), ed2 (1 files), err (1 files), exp (1 files), faq (1 files), fil (1 files), h1 (1 files), hfe (1 files), idl (1 files), jrr (1 files), lex (1 files), m4 (1 files), mdl (1 files), mms (1 files), mnx (1 files), ms (1 files), ok (1 files), old (1 files), os2 (1 files), ph (1 files), pk (1 files), preformatted (1 files), prg (1 files), problems (1 files), projects (1 files), qls (1 files), qnx (1 files), qpg (1 files), rsp (1 files), src (1 files), stuff (1 files), tbl (1 files), unx (1 files), var (1 files), vis (1 files), vpr (1 files), wat (1 files), whc (1 files), wri (1 files), wxp (1 files), wxr (1 files), wxt (1 files), wxu (1 files), typed (1 files), la (1 files), pak (1 files), bootstrap (1 files), ctypes (1 files), defs (1 files), final (1 files), stdlib (1 files), pyproject.toml (1 files), clang-format (1 files), gliffy (1 files), tga (1 files), debian (1 files), astro (1 files), lycheeignore (1 files), releaserc (1 files), vscodeignore (1 files) |
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