Ml Experiment Tracking MLOps Tools

There are 35 ml experiment tracking tools tracked. 4 score above 50 (established tier). The highest-rated is claimed-framework/claimed at 68/100 with 2,316 stars. 1 of the top 10 are actively maintained.

Get all 35 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	claimed-framework/claimed The goal of CLAIMED is to enable low-code/no-code rapid prototyping style...	68	Established	2,316	Jupyter Notebook
2	logicalclocks/hopsworks Hopsworks - Data-Intensive AI platform with a Feature Store	57	Established	1,288	Java
3	project-codeflare/codeflare Simplifying the definition and execution, scaling and deployment of...	54	Established	234	Jupyter Notebook
4	myelintek/primehub open-source MLOps platform	52	Established	411	Shell
5	ml-tooling/ml-hub 🧰 Multi-user development platform for machine learning teams. Simple to...	49	Emerging	319	Python
6	loglabs/mltrace Coarse-grained lineage and tracing for machine learning pipelines.	48	Emerging	471	Python
7	Cornerstone-OnDemand/modelkit Toolkit for developing and maintaining ML models	48	Emerging	151	Python
8	traceopt-ai/traceml Lightweight training runtime health monitor	45	Emerging	109	Python
9	mystic-ai/pipeline Pipeline is an open source python SDK for building AI/ML workflows	45	Emerging	140	TypeScript
10	ploomber/ploomber The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️	44	Emerging	3,623	Python
11	G-Research/fasttrackml Experiment tracking server focused on speed and scalability	43	Emerging	116	Go
12	unionai-oss/unionml UnionML: the easiest way to build and deploy machine learning microservices	43	Emerging	336	Python
13	VashuTheGreat/ML-Learner Full stack machine learning learning repository covering model training,...	43	Emerging	1	TypeScript
14	sematic-ai/sematic An open-source ML pipeline development platform	41	Emerging	998	Python
15	rclement/datasette-ml A Datasette plugin providing an MLOps platform to train, eval and predict...	41	Emerging	17	Python
16	OpenMPDK/DSS Disaggregated Storage Solution	40	Emerging	41	Shell
17	Vevesta/VevestaX 2 Lines of code to track ML experiments + EDA + check into Github	40	Emerging	29	Jupyter Notebook
18	nxexox/pymlup MLup is framework for easy and fast run ML in production	39	Emerging	21	Python
19	elehcimd/mltraq Track and Collaborate on ML & AI Experiments.	38	Emerging	44	Jupyter Notebook
20	VIDA-NYU/PipelineVis Pipeline Profiler is a tool for visualizing machine learning pipelines...	37	Emerging	86	JavaScript
21	fuseml/fuseml FuseML aims to provide an MLOps framework as the medium dynamically...	37	Emerging	85	Go
22	google/space Unified storage framework for the entire machine learning lifecycle	36	Emerging	155	Python
23	harrystuart/flintml One-click ML infrastructure for teams that just want to get sh*t done.	36	Emerging	139	Python
24	TatraDev/pipertool Platform for data science and machine learning prototyping. Developed by Tatradev.com	36	Emerging	56	Python
25	layerai-archive/sdk Metadata store for Production ML	34	Emerging	88	Python
26	redis-applied-ai/redis-model-store AI/ML model versioning and storage engine backed by Redis.	32	Emerging	10	Python
27	galafis/feature-store-architecture Feature Store para ML: armazenamento online (Redis) e offline (Parquet), API...	29	Experimental	1	Python
28	getindata/quickstart-ml-starter Kedro starterts to quickly set up new projects according to QuickStart ML...	26	Experimental	5	—
29	Sidgithub18/mlbuild Enforce ML model performance in CI/CD by benchmarking inference, validating...	22	Experimental	—	Python
30	MukundaKatta/PipelineAI CI/CD pipeline generator — auto-detect projects and generate GitHub Actions,...	22	Experimental	—	Python
31	srinagadurga3455/mlforge End-to-end ML pipeline library — from data loading to production monitoring	22	Experimental	—	Python
32	rack2cloud/ai-cluster-failure-modes Diagnostic frameworks for high-performance compute architectures, checkpoint...	21	Experimental	—	—
33	josephmachado/data-pipeline-generator Data pipeline code generator for portfolio projects	18	Experimental	2	Python
34	Darekmi9/feature-store-v1 🚀 Build a local-first, cloud-extensible Feature Store to simplify MLOps,...	14	Experimental	—	Python
35	Scontel/distributed-ml-ops Scalable MLOps framework for distributed training and model deployment with...	14	Experimental	—	—