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Comparison · Infra & APIs
profoc vs WPML
A side-by-side editorial comparison of profoc and WPML — release velocity, themes, recent moves, and the top alternatives to consider.
profoc vs WPML: at a glance
What is profoc?
A forecast combination package that spun its profiler out into its own project
profoc combines probabilistic forecasts online, using the Bernstein online aggregation family with B-spline smoothing over quantiles and time. The recent releases are infrastructure rather than method: 1.3.4 removed a using namespace arma directive for CRAN compliance and closed a timer edge case, 1.3.3 adjusted the integration with rcpptimer against its now-stable 1.2.0 API. The last release to change what users can do was 1.3.0, which exposed the conline C++ class to R and exported init_experts_list(), make_basis_mats(), make_hat_mats() and post_process_model() so the engine can be driven directly.
What is WPML?
WPML made machine translation the default, and its point releases keep chasing WordPress and page builders.
The shipping 4.9 line is compatibility work: WordPress 7.1 support with a security hardening pass in the newest release, PHP 8.5 compatibility and a smoother site-migration flow before that, and WordPress 7.0's iframe-based block editor before that. The 5.0 beta running in parallel is the larger move — a redesigned interface, a simplified translation engine, and automatic translation switched on by default for new sites.
profoc vs WPML: editorial side-by-side
profoc
0.0INFRA · APIS
A forecast combination package that spun its profiler out into its own project
◆ Current state
profoc combines probabilistic forecasts online, using the Bernstein online aggregation family with B-spline smoothing over quantiles and time. The recent releases are infrastructure rather than method: 1.3.4 removed a using namespace arma directive for CRAN compliance and closed a timer edge case, 1.3.3 adjusted the integration with rcpptimer against its now-stable 1.2.0 API. The last release to change what users can do was 1.3.0, which exposed the conline C++ class to R and exported init_experts_list(), make_basis_mats(), make_hat_mats() and post_process_model() so the engine can be driven directly.
◆ Where it's heading
The direction is toward a reusable C++ core with thin language bindings. The timing code that lived inside profoc was extracted into the standalone rcpptimer package in 1.3.2, deliberately so other R packages and Python projects could use it through cpptimer and cppytimer, and the clock header was reworked in 1.3.1 to maximise the code shared between the R and Python versions. Method work sits earlier in the history - periodic splines and penalties in 1.2.0, the penalty() function in 1.1.0 - while the recent cadence, a single release in the last sixteen months, points at a package the maintainer considers finished.
◆ Prediction
The repeated references to future Python use suggest the next significant work happens outside this package, in the shared C++ components, rather than in profoc's R surface.
WPML
6.3INFRA · APIS
WPML made machine translation the default, and its point releases keep chasing WordPress and page builders.
◆ Current state
The shipping 4.9 line is compatibility work: WordPress 7.1 support with a security hardening pass in the newest release, PHP 8.5 compatibility and a smoother site-migration flow before that, and WordPress 7.0's iframe-based block editor before that. The 5.0 beta running in parallel is the larger move — a redesigned interface, a simplified translation engine, and automatic translation switched on by default for new sites.
◆ Where it's heading
Two clocks again. The maintenance clock is dictated entirely by other people's releases: WordPress majors, PHP versions, Divi 5, Elementor. Enough of this feed is compatibility that it reads as the real cost of being a translation layer inside someone else's ecosystem. The product clock points one direction, toward automation — cost and time estimates before sending content, one-click recovery for stuck jobs, automatic detection of custom Elementor widgets, and now automatic translation as the starting state rather than an option. The 4.9.7 security hardening is worth noting alongside a beta in flight: the stable line still gets real attention.
◆ Prediction
Expect the 5.0 line to move from beta to production with the automatic-first defaults intact, followed by continued compatibility maintenance as WordPress core and major builders evolve.
Alternatives to profoc and WPML
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 profoc or WPML.
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.
Recent activity from profoc and WPML
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoWPMLWPML 4.9.7 – Ready for WordPress 7.1, Hardened Against Security Issues
- 29d agoWPMLWPML 5.0 Beta – A Redesigned Experience and Smarter Automatic Translation ⚡
- 2mo agoWPMLWPML 4.9.5 – Full PHP 8.5 Support and a Smoother Site Migration Experience
- 3mo agoWPMLWPML 4.9.4 – Updated and Ready for WordPress 7.0
- 5mo agoWPMLWPML 4.9.1 – Improvements for Compatibility with Divi 5, Elementor, and More
- 6mo agoWPMLWPML 4.9 – Better Automatic Translation Control and Enhanced Compatibility
- 6mo agoprofocCRAN compliance fix removing a namespace directive
- 1y agoprofocTimer integration updated to the stable rcpptimer API
- 2y agoprofocTiming code extracted into the standalone rcpptimer package
- 2y agoprofocInteger overflow fix and Welford timing statistics
- 2y agoprofocThe conline C++ class opens up to R users
- 2y agoprofocQuantile crossing flagged and tidy methods added
Frequently asked questions
What is the difference between profoc and WPML?
They serve adjacent needs but don't currently overlap on shipped themes. WPML is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 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 profoc better than WPML?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. WPML is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 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 profoc?
Top profoc alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "profoc alternatives" section above for the current picks, or visit /alternatives/profoc for the full list with editorial commentary on each.
What are the best alternatives to WPML?
Top WPML alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "WPML alternatives" section above for the current picks, or visit /alternatives/wpml for the full list with editorial commentary on each.