Life & fun · alternatives · 2026

24 alternatives to Spark-Metrics – A library to expose Apache Spark's metrics system

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Spark-Metrics – A library to expose Apache Spark's metrics system launched in 2016; newer entries below may have overtaken it.

1
Universal Recommender▲75
Open source recommendation engine on Spark + Elasticsearch
2015 · templates.prediction.io · its alternatives →
2
Muse Spark Open▲85
The most capable US open weights model to date
8d ago · huggingface.co · its alternatives →
3WT
Ways to build real time interactions with Apache Spark▲9
2017 · spoddutur.github.io · its alternatives →
4
Open-source structured data profiling library▲7
2022 · github.com · its alternatives →
5
MetricsGraphics.js▲84
API for beautiful interactive graphics from time-series data
2014 · metricsgraphicsjs.org · its alternatives →
6
Gleam.io▲85
A metrics focused competition tool to drive user engagement
2014 · gleam.io · its alternatives →
7QS
Quickmetrics – Simplest way to collect metrics with powerful charting▲8
2019 · app.quickmetrics.io · its alternatives →
8
Web Metrics: Proven Methods for Measuring Web Site Success▲56
A classic book for web analytics geeks
2015 · amazon.com · its alternatives →
9
Analyse Asia 79: Hadoop, Cloudera & Big Data with Doug Cutting▲66
Hadoop, Cloudera, Open Source Software & Big Data
2015 · analysepodcast.com · its alternatives →
10LB
LLM Based Spark Profiler▲27
Hey HN, Spark event logs run into 100s of MBs and offer a wealth of insight into your workloads but making sense of them has always been quite a bit prohibitive. We’ve recently built a lightweight tool that automatically parses Spark event logs and surfaces targeted insights to help you optimize your data jobs. Whether you’re chasing down a bottleneck or balancing performance vs. cost, the profiler got you covered with real-time configuration recommendations, data skew analysis, and more. Curious how it works in action? Check out this quick Loom video for a walk-through:…
2025 · datasre.ai · its alternatives →
11SJ
Siphon.js – A data extraction library built for scale▲8
2016 · siphonjs.com · its alternatives →
12
Streaming data analysis on Colab with the help of Bokeh▲5
2023 · colab.research.google.com · its alternatives →
13DT
DataHero... The fastest easiest way to automate Metrics and KPIs▲5
2019 · datahero.com · its alternatives →
14EV
Efemarai – Visualizing and debugging ML models▲8
2021 · efemarai.com · its alternatives →
15DI
Datarow.io – an easy to use data integration platform▲7
2019 · datarow.io · its alternatives →
16
Expose Go's database/sql stats as Prometheus metrics▲20
A Go library for collecting sql.DBStats in Prometheus format - dlmiddlecote/sqlstats
2019 · github.com · its alternatives →
17AB
A beginner's guide to data analysis with unix utilities (part 1)▲7
2015 · j-vdh.blogspot.com · its alternatives →
18RA
Realtime – automated data-driven reports on public data▲6
2024 · realtime.org · its alternatives →
19SM
Scaling ML to 8M users with 3 data scientists▲6
2018 · medium.com · its alternatives →
20BS
Bucket – Simple Feature Analytics▲8
2021 · bucket.so · its alternatives →
21
Gesedels, an specific data storage API▲6
2022 · github.com · its alternatives →
22
I open-sourced our internal tool for ML comparability/reproducibility▲5
2024 · github.com · its alternatives →
23ER
ELO-Ranking Analytics Engines▲6
2025 · data-inconsistencies.datajourney.expert · its alternatives →
24ND
New data visualization tool and why we made it▲9
2014 · blog.spritesapp.com · its alternatives →

Also compare

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →