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Comparison · Infra & APIs

Casdoor vs SLmetrics

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

Casdoor vs SLmetrics: at a glance

FeatureCasdoorSLmetrics
SectorInfra & APIsInfra & APIs
Velocity score5.00.0
Sparks · 30d00
Top themesidentity, authentication, mfa, security-hardeningmachine-learning, model-evaluation, performance, cpp-backend
Last editorial update2h ago2d ago
WebsiteVisit →Visit →

What is Casdoor?

Casdoor is spending its release cadence moving auth checks from the client to the server

Casdoor is in a tight patch cadence: six tagged releases inside a week, most carrying a single commit. The substance is concentrated in identity enforcement rather than features - password rotation and MFA setup are now enforced server-side, admin updates to a user respect the column whitelist, sessions and tokens are revoked when a user is forbidden, and phone numbers are normalised before they are stored. The remainder is release plumbing and a PostgreSQL query fix.

Read the full Casdoor trajectory →

What is SLmetrics?

A young ML metrics package rewrote its own backend twice in six months chasing speed.

SLmetrics provides supervised learning evaluation metrics for R — confusion matrices, classification and regression measures, ROC and precision-recall curves — with the computation pushed into C++. After a series of pre-releases it now runs on an Armadillo backend, supports OpenMP parallelism and LAPACK/BLAS, and reports 5-20x speedups over its earlier implementations. The API has been reshaped for extensibility, with an estimator argument replacing the fixed aggregation options.

Read the full SLmetrics trajectory →

Casdoor vs SLmetrics: editorial side-by-side

C
Casdoor
INFRA · APIS
5.0

Casdoor is spending its release cadence moving auth checks from the client to the server

◆ Current state

Casdoor is in a tight patch cadence: six tagged releases inside a week, most carrying a single commit. The substance is concentrated in identity enforcement rather than features - password rotation and MFA setup are now enforced server-side, admin updates to a user respect the column whitelist, sessions and tokens are revoked when a user is forbidden, and phone numbers are normalised before they are stored. The remainder is release plumbing and a PostgreSQL query fix.

◆ Where it's heading

Read together, these commits describe one job: closing the gap between what the console enforces and what the backend enforces. Several of them move a check that previously lived in the UI into the server, which is the work of a project being deployed into environments that audit it. New authentication providers and integrations have thinned relative to this hardening pass.

◆ Prediction

The next releases most likely continue the same sweep - remaining endpoints where an admin or user request is trusted more than the server verifies - rather than adding a new identity provider.

S
SLmetrics
INFRA · APIS
0.0

A young ML metrics package rewrote its own backend twice in six months chasing speed.

◆ Current state

SLmetrics provides supervised learning evaluation metrics for R — confusion matrices, classification and regression measures, ROC and precision-recall curves — with the computation pushed into C++. After a series of pre-releases it now runs on an Armadillo backend, supports OpenMP parallelism and LAPACK/BLAS, and reports 5-20x speedups over its earlier implementations. The API has been reshaped for extensibility, with an estimator argument replacing the fixed aggregation options.

◆ Where it's heading

Every release in this timeline is about making the same metrics compute faster or compose better. The backend moved from Rcpp to plain C++, gained OpenMP, then was ported wholesale from Eigen to Armadillo with heavy templating. In parallel the author has been widening the API's joints: generic S3 signatures, an extensible estimator argument, and function signatures loose enough that wrapping packages can rename arguments. Bundled datasets and embedded formulas in the docs point at teaching and benchmarking use. The package still labels itself pre-release, which is consistent with how freely it has broken argument names along the way.

◆ Prediction

A stable non-pre-release version is the natural next step now that the backend has settled on Armadillo, though the repeated willingness to rename arguments suggests more API churn may come first.

Alternatives to Casdoor and SLmetrics

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 Casdoor or SLmetrics.

See all Casdoor alternatives → · See all SLmetrics alternatives →

Recent activity from Casdoor and SLmetrics

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

  1. 21h agoCasdoorPostgreSQL queries on the token.user column fixed
  2. 2d agoCasdoorHelm chart push retries on non-fast-forward
  3. 2d agoCasdoorPassword update and MFA setup enforced server-side
  4. 2d agoCasdoorColumns whitelist respected on admin user updates
  5. 2d agoCasdoorPhone numbers normalised and validated before saving
  6. 3d agoCasdoorSessions and tokens revoked when a user is forbidden
  7. 1y agoSLmetricsArmadillo backend brings 5-20x speedups and an extensible metrics API
  8. 1y agoSLmetricsConsistent S3 signatures and three bundled datasets
  9. 1y agoSLmetricsRegression metrics 2-10x faster with reworked OpenMP controls
  10. 1y agoSLmetricsOpenMP parallelism and a soft-label entropy family
  11. 1y agoSLmetricsCross-entropy loss and relative RMSE with three normalisations
  12. 1y agoSLmetricsSample weights flow through the confusion matrix

Frequently asked questions

What is the difference between Casdoor and SLmetrics?

They serve adjacent needs but don't currently overlap on shipped themes. Casdoor 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 Casdoor better than SLmetrics?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Casdoor 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 Casdoor?

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

What are the best alternatives to SLmetrics?

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