1.comet-ml / opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
+179 stars
from 22,919 · score 5.19
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8 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.xinxuxin / keystone-bench
A clinical decision-evidence benchmark: pull the one fact an answer rests on, and see whether the assistant's action moves with the evidence. Built on HealthBench.
+142 stars
from 931 · score 4.96
3.mlflow / mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
+87 stars
from 28,531 · score 4.48
4.vibrantlabsai / ragas
Supercharge Your LLM Application Evaluations 🚀
+58 stars
from 16,148 · score 4.08
5.mll-lab-nu / embodied-first-exam
The first exam for code agents in the physical world: frozen robot tasks from many benchmark suites, each answered with a program and verified in a separate sandbox. Runs on Harbor.
+51 stars
from 175 · score 3.95
6.MichaelGrupp / evo
Python package for the evaluation of odometry and SLAM
+6 stars
from 4,347 · score 1.95
7.StartLuxLabs / DecisionPivot
DecisionPivot: a diagnostic benchmark for decision models in LLM systems. Contrast pairs that differ in one decisive detail, generators with independent solvers, scorer and runners.
+6 stars
from 146 · score 1.95
8.xinshuoweng / AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
+1 stars
from 1,848 · score 0.69