Ml Experiment Tracking MLOps Tools

There are 25 ml experiment tracking tools tracked. 4 score above 50 (established tier). The highest-rated is logicalclocks/hopsworks at 60/100 with 1,288 stars and 131,955 monthly downloads. 1 of the top 10 are actively maintained.

Get all 25 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=ml-experiment-tracking&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	logicalclocks/hopsworks Hopsworks - Data-Intensive AI platform with a Feature Store	60	Established	1,288	Java
2	claimed-framework/claimed The goal of CLAIMED is to enable low-code/no-code rapid prototyping style...	57	Established	2,316	Jupyter Notebook
3	Cornerstone-OnDemand/modelkit Toolkit for developing and maintaining ML models	51	Established	151	Python
4	project-codeflare/codeflare Simplifying the definition and execution, scaling and deployment of...	51	Established	234	Jupyter Notebook
5	loglabs/mltrace Coarse-grained lineage and tracing for machine learning pipelines.	46	Emerging	471	Python
6	myelintek/primehub open-source MLOps platform	45	Emerging	411	Shell
7	ploomber/ploomber The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️	44	Emerging	3,623	Python
8	ml-tooling/ml-hub 🧰 Multi-user development platform for machine learning teams. Simple to...	42	Emerging	319	Python
9	traceopt-ai/traceml Lightweight training runtime health monitor	42	Emerging	109	Python
10	mystic-ai/pipeline Pipeline is an open source python SDK for building AI/ML workflows	38	Emerging	140	TypeScript
11	elehcimd/mltraq Track and Collaborate on ML & AI Experiments.	37	Emerging	44	Jupyter Notebook
12	rclement/datasette-ml A Datasette plugin providing an MLOps platform to train, eval and predict...	37	Emerging	17	Python
13	unionai-oss/unionml UnionML: the easiest way to build and deploy machine learning microservices	36	Emerging	336	Python
14	G-Research/fasttrackml Experiment tracking server focused on speed and scalability	36	Emerging	116	Go
15	sematic-ai/sematic An open-source ML pipeline development platform	34	Emerging	998	Python
16	OpenMPDK/DSS Disaggregated Storage Solution	33	Emerging	41	Shell
17	Vevesta/VevestaX 2 Lines of code to track ML experiments + EDA + check into Github	33	Emerging	29	Jupyter Notebook
18	nxexox/pymlup MLup is framework for easy and fast run ML in production	32	Emerging	21	Python
19	fuseml/fuseml FuseML aims to provide an MLOps framework as the medium dynamically...	30	Emerging	85	Go
20	VIDA-NYU/PipelineVis Pipeline Profiler is a tool for visualizing machine learning pipelines...	30	Emerging	86	JavaScript
21	harrystuart/flintml One-click ML infrastructure for teams that just want to get sh*t done.	30	Emerging	139	Python
22	google/space Unified storage framework for the entire machine learning lifecycle	29	Experimental	155	Python
23	TatraDev/pipertool Platform for data science and machine learning prototyping. Developed by Tatradev.com	29	Experimental	56	Python
24	layerai-archive/sdk Metadata store for Production ML	27	Experimental	88	Python
25	redis-applied-ai/redis-model-store AI/ML model versioning and storage engine backed by Redis.	25	Experimental	10	Python