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Comparison · Infra & APIs
AdGuard Home vs FoReco
A side-by-side editorial comparison of AdGuard Home and FoReco — release velocity, themes, recent moves, and the top alternatives to consider.
AdGuard Home vs FoReco: at a glance
What is AdGuard Home?
AdGuard Home patches a DNS-over-QUIC resource exhaustion advisory and moves edge to the new UI
v0.107.79 is presented as a stability release but carries the security work: a Go update for the vulnerabilities fixed in 1.26.6 and hardening against resource exhaustion over DNS-over-QUIC, published as GHSA-w6v6-f44j-3rj2. Alongside it, bootstrap server config accepts comments, install APIs gain a language property, static lease hostnames can be removed over HTTP, strict_sni_check is deprecated, and DNS64 stops treating unresolved CNAME/DNAME answers as the end of the chain.
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.
AdGuard Home vs FoReco: editorial side-by-side
AdGuard Home
5.0INFRA · APIS
AdGuard Home patches a DNS-over-QUIC resource exhaustion advisory and moves edge to the new UI
◆ Current state
v0.107.79 is presented as a stability release but carries the security work: a Go update for the vulnerabilities fixed in 1.26.6 and hardening against resource exhaustion over DNS-over-QUIC, published as GHSA-w6v6-f44j-3rj2. Alongside it, bootstrap server config accepts comments, install APIs gain a language property, static lease hostnames can be removed over HTTP, strict_sni_check is deprecated, and DNS64 stops treating unresolved CNAME/DNAME answers as the end of the chain.
◆ Where it's heading
Two channels run in parallel — the 0.107 stable line and the 0.108 beta — and the edge channel has now switched to the new UI and versioning scheme, which is the first concrete sign that the 0.108 work is being staged for release. Stable releases keep absorbing protocol correctness fixes and DNS-over-QUIC hardening.
◆ Prediction
With edge already on the new UI and versioning scheme, the 0.108 line is the likely destination for that switch, and strict_sni_check being deprecated now points to its removal there.
FoReco
0.0INFRA · APIS
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 AdGuard Home 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 AdGuard Home or FoReco.
forestploter
A forest plot package that keeps handing users control of one more graphical detail.
ggInterval
Interval-valued data plotting, spending 2026 making its function names and examples survive CRAN.
rgm
A microbiome network model that got itself un-archived by deleting the dependency that killed it.
contagionchannels
Three releases in ten days, every one of them a CRAN reviewer's correction rather than a code change.
tidyaudit
Pipeline provenance for tidyverse workflows, recording what changed at each step without keeping the data.
See all AdGuard Home alternatives → · See all FoReco alternatives →
Recent activity from AdGuard Home and FoReco
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 23h agoAdGuard HomeAdGuard Home 0.107.79 hardens DNS-over-QUIC against resource exhaustion
- 20d agoAdGuard HomeBeta b.90 carries the DNS-over-QUIC exhaustion fix
- 1mo agoAdGuard HomeBeta b.89 hardens against JIGGLE attacks (GHSA-p5f5-3p5g-rfjw)
- 1mo agoAdGuard Home0.107.78: over half the changelog is security fixes
- 1mo agoFoRecoStrict argument validation and a pruned help index
- 1mo agoFoRecoEvery reconciliation function now returns a shared foreco object ⚡
- 2mo agoAdGuard HomeBeta b.88 patches path traversal in GLiNET auth (CVE-2026-41448)
- 2mo agoAdGuard Home0.107.77 patches a community-reported vulnerability
- 3mo agoFoRecoBootstrap functions gain xreg; simulate() argument bug fixed
- 5mo agoFoRecoGaussian and sample-based probabilistic reconciliation added
- 1y agoFoRecoBounded reconciliation and an oracle shrunk covariance estimator
- 1y agoFoRecoBreaking rename: cs, te and ct prefixes across all functions
Frequently asked questions
What is the difference between AdGuard Home and FoReco?
They serve adjacent needs but don't currently overlap on shipped themes. AdGuard Home 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 AdGuard Home better than FoReco?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. AdGuard Home 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 AdGuard Home?
Top AdGuard Home alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "AdGuard Home alternatives" section above for the current picks, or visit /alternatives/adguard-home 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.