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Comparison · Infra & APIs
FoReco vs Neon
A side-by-side editorial comparison of FoReco and Neon — release velocity, themes, recent moves, and the top alternatives to consider.
FoReco vs Neon: at a glance
| Feature | FoReco | Neon |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 0.0 | 4.6 |
| Sparks · 30d | 0 | 0 |
| Top themes | forecasting, hierarchical-reconciliation, time-series, s3-classes | postgres, ai agents, mcp, distribution |
| Last editorial update | 54m ago | 3mo ago |
| Website | Visit → | — |
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.
What is Neon?
Neon positions itself as the default Postgres for AI agents — distribution moves outpace database moves.
Neon is shipping at high cadence with two clear threads. The database itself is keeping up (Postgres 18 GA, 2FA, spend controls, free-tier collaboration), while the more strategic energy is going into being where AI agents already are — Codex plugin directory, Stripe Projects, neonctl init now configuring MCP for fourteen AI assistants. The product is no longer trying to win on database features alone; it's winning on being a one-command provision step for any agent stack.
FoReco vs Neon: editorial side-by-side
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.
Neon
4.6INFRA · APIS
Neon positions itself as the default Postgres for AI agents — distribution moves outpace database moves.
◆ Current state
Neon is shipping at high cadence with two clear threads. The database itself is keeping up (Postgres 18 GA, 2FA, spend controls, free-tier collaboration), while the more strategic energy is going into being where AI agents already are — Codex plugin directory, Stripe Projects, neonctl init now configuring MCP for fourteen AI assistants. The product is no longer trying to win on database features alone; it's winning on being a one-command provision step for any agent stack.
◆ Where it's heading
The Stripe Projects integration and Codex plugin are the same idea executed twice: meet developers and agents where their workflow starts, not where Neon's console lives. The MCP-everywhere push reinforces that. Database-side moves (Postgres 18, spend limits, 2FA) are the cost of being taken seriously by enterprise buyers but aren't the strategic lever — the lever is platform presence in agent-first developer tooling.
◆ Prediction
Expect Neon to keep multiplying these distribution surfaces — likely a Vercel-style deeper integration with another major AI IDE, plus more agent-friendly primitives (per-request branches as a first-class agent concept, fine-grained usage budgets per branch) tuned for autonomous workloads.
Alternatives to FoReco and Neon
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 FoReco or Neon.
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 FoReco and Neon
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoFoRecoStrict argument validation and a pruned help index
- 1mo agoFoRecoEvery reconciliation function now returns a shared foreco object ⚡
- 3mo agoNeonPostgres 18 is generally available
- 3mo agoNeonOrganization spend limits and email alerts
- 3mo agoFoRecoBootstrap functions gain xreg; simulate() argument bug fixed
- 4mo agoNeonNeon plugin for OpenAI Codex ⚡
- 4mo agoNeonPlugins tab for Neon Auth Organization settings
- 4mo agoNeonAI-assisted shortcuts in the Neon Docs
- 4mo agoNeonNeon Postgres in Stripe Projects ⚡
- 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 FoReco and Neon?
They serve adjacent needs but don't currently overlap on shipped themes. Neon is currently shipping more aggressively (velocity 4.6 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 FoReco better than Neon?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Neon is currently shipping more aggressively (velocity 4.6 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 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.
What are the best alternatives to Neon?
Top Neon alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Neon alternatives" section above for the current picks, or visit /alternatives/neon for the full list with editorial commentary on each.