For vendors
AdvertiseTop spots, featured rows, home sponsor Get listedAdd a product we don't cover yet Claim a listingFree: verify the domain, then correct your page Vendor dashboardNumbers, orders and placements
Mobile US PressList your app
Vendor dashboard

Pulsar

No phone app

5.4No. 23 of 24
in Model Monitoring Software
  • Recognised40% of the score8
  • Phone app26% of the score0
  • Documented20% of the score80
  • Free plan14% of the score30
Free plan
No
Runs on
api, self-hosted
Visit site Alternatives

Summary

Pulsar is ranked #23 of 24 in model monitoring software on Samsung Mobile US Press. It runs on API, Self-hosted.

Compared on model monitoring software

Drift monitoring
Yespulsar.ml
Model performance metrics
Yespulsar.ml
Deployment options
self-hostedpulsar.ml

Facts

Purpose
Pulsar monitors machine learning models in production, including model drift, concept drift, and model performance.pulsar.ml · 4 Oct 2026
Audience
The site describes Pulsar as serving software engineers, data scientists, and machine learning engineers.pulsar.ml · 4 Oct 2026
Community edition
The homepage describes Pulsar as a 100% community edition.pulsar.ml · 4 Oct 2026
Data ingestion
Pulsar ingests model inputs and outputs into a time series database and supports historical and real-time data.pulsar.ml · 4 Oct 2026
Database integration
The features page says its current time series database integration is InfluxDB.pulsar.ml · 4 Oct 2026
Capacity
The features page says Pulsar is built to handle large volumes of ingested data without degraded performance.pulsar.ml · 4 Oct 2026
Deployment
Pulsar offers an SDK and a containerised data ingestion service that can be integrated into a user's machine.pulsar.ml · 4 Oct 2026
Metrics
Pulsar calculates data drift and model performance metrics using training data as a baseline.pulsar.ml · 4 Oct 2026
Alerts
Pulsar's scheduler monitors drift and can trigger standard and customised alerts when performance metrics reach thresholds.pulsar.ml · 4 Oct 2026
Dashboard
Pulsar includes Grafana for visualising data drift metrics over different time ranges for user-defined features.pulsar.ml · 4 Oct 2026
Additional integrations
The homepage displays Flask, FastAPI, TensorFlow, Seldon, AWS, Azure, Google Cloud, and Grafana as deployment integration logos.pulsar.ml · 4 Oct 2026
Cloud marketplaces
The FAQ says Pulsar is being developed to augment Azure and AWS marketplaces.pulsar.ml · 4 Oct 2026
Support
The help center offers a quick-start guide, guides for creating and managing Pulses, support contact, expert help, and a user community.pulsar.ml · 4 Oct 2026
Security
The homepage says production data is stored in a safe and reliable environment.pulsar.ml · 4 Oct 2026

Best Pulsar alternatives

See all 20
Arize AX No. 1 8.2 No phone app$50/moW&B Weave No. 2 8.0 No phone app$60/moLangfuse No. 3 8.0 No phone app$29/moOpik No. 4 7.9 No phone app$19/moHelicone No. 5 7.4 No phone app$79/moOpenLIT No. 6 7.3 No phone appFree

Where it ranks on Samsung Mobile US Press

Is Pulsar yours?

Claim it for free: prove the domain, then correct facts, plans and screenshots. An editor reviews every change.

Claim it free Promote Pulsar

Sources