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Comparison · Infra & APIs

ClamAV vs FoReco

A side-by-side editorial comparison of ClamAV and FoReco — release velocity, themes, recent moves, and the top alternatives to consider.

ClamAV vs FoReco: at a glance

FeatureClamAVFoReco
SectorInfra & APIsInfra & APIs
Velocity score5.00.0
Sparks · 30d00
Top themesantivirus, cve patches, file parsers, dual branchforecasting, hierarchical-reconciliation, time-series, s3-classes
Last editorial update11d ago57m ago
WebsiteVisit →Visit →

What is ClamAV?

Eight CVEs in one August batch — ClamAV's parser surface is the whole story.

ClamAV runs two supported lines, 1.5.x and 1.4.x, and publishes near-identical patch releases seconds apart whenever vulnerabilities land. The August pair is the largest yet in this window: eight CVEs in 1.5.4, six of them backported to 1.4.6, spanning the ZIP catalogue, GPT partition, PESpin, PDF, Mach-O and XAR parsers. Several reach back a decade or more — the PESpin overflow affects builds from 0.90 onward.

Read the full ClamAV trajectory →

What is FoReco?

Forecast reconciliation with a real object model, five years after it started returning bare matrices.

FoReco reconciles hierarchical forecasts across cross-sectional, temporal, and cross-temporal frameworks, and now covers both point and probabilistic reconciliation. The 1.3.0 release gave every reconciliation function a shared foreco S3 class carrying framework, function, forecast type, and reconciliation metadata, which replaced the loose attribute-and-helper pattern the package had used since 1.0.0. The follow-up 1.3.1 turned the same attention on the API's edges: strict argument validation with errors that name the expected and supplied values, and a help index pruned down to user-facing functions only.

Read the full FoReco trajectory →

ClamAV vs FoReco: editorial side-by-side

C
ClamAV
INFRA · APIS
5.0

Eight CVEs in one August batch — ClamAV's parser surface is the whole story.

◆ Current state

ClamAV runs two supported lines, 1.5.x and 1.4.x, and publishes near-identical patch releases seconds apart whenever vulnerabilities land. The August pair is the largest yet in this window: eight CVEs in 1.5.4, six of them backported to 1.4.6, spanning the ZIP catalogue, GPT partition, PESpin, PDF, Mach-O and XAR parsers. Several reach back a decade or more — the PESpin overflow affects builds from 0.90 onward.

◆ Where it's heading

Feature work has been paused since 1.5.0 last October; everything since is patch traffic against the file format parsers, and the batches are growing rather than shrinking. The August release widens the surface beyond parsing for the first time here, with a clamd STATS thread-safety bug that could disclose process memory or crash the daemon. Reporter credits increasingly come from automated discovery — Atuin, GitHub Security Lab, Trail of Bits — which suggests the find rate tracks the tooling pointed at this codebase, not new code being written.

◆ Prediction

Expect the dual-branch pattern to continue and per-batch CVE counts to stay high while automated fuzzing keeps sweeping the parser surface. These entries give no indication of a 1.6 line opening — there has been no development release since the 1.5.0 cycle.

F
FoReco
INFRA · APIS
0.0

Forecast reconciliation with a real object model, five years after it started returning bare matrices.

◆ Current state

FoReco reconciles hierarchical forecasts across cross-sectional, temporal, and cross-temporal frameworks, and now covers both point and probabilistic reconciliation. The 1.3.0 release gave every reconciliation function a shared foreco S3 class carrying framework, function, forecast type, and reconciliation metadata, which replaced the loose attribute-and-helper pattern the package had used since 1.0.0. The follow-up 1.3.1 turned the same attention on the API's edges: strict argument validation with errors that name the expected and supplied values, and a help index pruned down to user-facing functions only.

◆ Where it's heading

The package is completing a reversal it started in 1.0.0. That release simplified outputs to plain matrices and pushed metadata into attributes reachable via recoinfo(); 1.3.0 removed recoinfo() outright and put the structure back as a class with components(), summary(), and plot() methods. The direction is toward being infrastructure rather than a function library — the class is exported through new_foreco_class() and a sibling package has already adopted it. Method coverage has meanwhile broadened from optimal combination into non-negative algorithms, bounded reconciliation, and Gaussian and sample-based probabilistic variants.

◆ Prediction

The soft-deprecated res2matrix() is flagged for removal, so a subsequent release should finish that cleanup; with the class now exported, expect more methods to hang off foreco objects rather than more top-level functions.

Alternatives to ClamAV and FoReco

Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either ClamAV or FoReco.

See all ClamAV alternatives → · See all FoReco alternatives →

Recent activity from ClamAV and FoReco

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 11d agoClamAVEight parser CVEs and a clamd STATS disclosure fix
  2. 11d agoClamAV1.4 branch takes six of the eight parser CVEs
  3. 1mo agoFoRecoStrict argument validation and a pruned help index
  4. 1mo agoClamAVPESpin use-after-free and PE overflow patched
  5. 1mo agoClamAVSame PE fixes backported to the 1.4 line
  6. 1mo agoFoRecoEvery reconciliation function now returns a shared foreco object
  7. 3mo agoFoRecoBootstrap functions gain xreg; simulate() argument bug fixed
  8. 5mo agoFoRecoGaussian and sample-based probabilistic reconciliation added
  9. 5mo agoClamAVHTML parser crash fixed; Rust floor raised again
  10. 5mo agoClamAV1.4 branch takes the HTML and TIFF parser fixes
  11. 1y agoFoRecoBounded reconciliation and an oracle shrunk covariance estimator
  12. 1y agoFoRecoBreaking rename: cs, te and ct prefixes across all functions

Frequently asked questions

What is the difference between ClamAV and FoReco?

They serve adjacent needs but don't currently overlap on shipped themes. ClamAV is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is ClamAV better than FoReco?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ClamAV is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.

What are the best alternatives to ClamAV?

Top ClamAV alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "ClamAV alternatives" section above for the current picks, or visit /alternatives/clamav for the full list with editorial commentary on each.

What are the best alternatives to FoReco?

Top FoReco alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "FoReco alternatives" section above for the current picks, or visit /alternatives/foreco for the full list with editorial commentary on each.