PyRank

Metrics Python Packages

Python packages with the GitHub topic metrics. Sorted by relevance, with stars and monthly downloads.
open-telemetry
opentelemetry-api

OpenTelemetry Python API and SDK

402.9M 2K 878
open-telemetry
opentelemetry-sdk

OpenTelemetry Python API and SDK

394.5M 2K 878
open-telemetry
opentelemetry-semantic-conventions

OpenTelemetry Python API and SDK

385.1M 2K 878
open-telemetry
opentelemetry-proto

OpenTelemetry Python API and SDK

299.4M 2K 878
open-telemetry
opentelemetry-exporter-otlp-proto-http

OpenTelemetry Python API and SDK

262.3M 2K 878
open-telemetry
opentelemetry-exporter-otlp-proto-common

OpenTelemetry Python API and SDK

226.6M 2K 878
open-telemetry
opentelemetry-exporter-otlp-proto-grpc

OpenTelemetry Python API and SDK

220.8M 2K 878
prometheus
prometheus-client

Prometheus instrumentation library for Python applications

158.4M 4K 855
open-telemetry
opentelemetry-exporter-otlp

OpenTelemetry Python API and SDK

148M 2K 878
open-telemetry
opentelemetry-exporter-prometheus

OpenTelemetry Python API and SDK

63.7M 2K 878
pydantic
logfire

AI observability platform for production LLM and agent systems.

21.9M 4K 236
trallnag
prometheus-fastapi-instrumentator

Instrument your FastAPI with Prometheus metrics.

13.2M 1K 113
Lightning-AI
torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

12.8M 2K 486
traceloop
opentelemetry-instrumentation-vertexai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

6.4M 7K 968
traceloop
opentelemetry-instrumentation-bedrock

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.2M 7K 968
traceloop
opentelemetry-instrumentation-cohere

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.2M 7K 968
traceloop
opentelemetry-instrumentation-ollama

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968
traceloop
opentelemetry-instrumentation-llamaindex

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968
traceloop
opentelemetry-instrumentation-replicate

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968
traceloop
opentelemetry-instrumentation-qdrant

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968
traceloop
opentelemetry-instrumentation-transformers

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968
traceloop
opentelemetry-instrumentation-chromadb

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968
traceloop
opentelemetry-instrumentation-mistralai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968
traceloop
opentelemetry-instrumentation-weaviate

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

5.1M 7K 968