PyRank

Metrics Python Packages

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

OpenTelemetry Python API and SDK

516.9M 3K 931
open-telemetry
opentelemetry-semantic-conventions

OpenTelemetry Python API and SDK

488.3M 3K 931
open-telemetry
opentelemetry-api

OpenTelemetry Python API and SDK

427.8M 3K 931
open-telemetry
opentelemetry-exporter-otlp-proto-http

OpenTelemetry Python API and SDK

395.7M 3K 931
open-telemetry
opentelemetry-proto

OpenTelemetry Python API and SDK

384.5M 3K 931
open-telemetry
opentelemetry-exporter-otlp-proto-common

OpenTelemetry Python API and SDK

315.7M 3K 931
open-telemetry
opentelemetry-exporter-otlp-proto-grpc

OpenTelemetry Python API and SDK

303.1M 3K 931
open-telemetry
opentelemetry-exporter-otlp

OpenTelemetry Python API and SDK

181.9M 3K 931
prometheus
prometheus-client

Prometheus instrumentation library for Python applications

170M 4K 862
open-telemetry
opentelemetry-exporter-prometheus

OpenTelemetry Python API and SDK

91M 3K 931
pydantic
logfire

AI observability platform for production LLM and agent systems.

19M 4K 253
trallnag
prometheus-fastapi-instrumentator

Instrument your FastAPI with Prometheus metrics.

15.1M 1K 117
Lightning-AI
torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

12.4M 2K 498
traceloop
opentelemetry-instrumentation-haystack

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

7.9M 7K 1K
traceloop
opentelemetry-instrumentation-lancedb

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

7.3M 7K 1K
traceloop
opentelemetry-instrumentation-vertexai

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

7.2M 7K 1K
traceloop
opentelemetry-instrumentation-pinecone

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

6.8M 7K 1K
traceloop
opentelemetry-instrumentation-milvus

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

6.8M 7K 1K
traceloop
opentelemetry-instrumentation-bedrock

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

6.7M 7K 1K
traceloop
opentelemetry-instrumentation-llamaindex

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

6.7M 7K 1K
traceloop
opentelemetry-instrumentation-cohere

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

6.7M 7K 1K
traceloop
opentelemetry-instrumentation-ollama

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

6.6M 7K 1K
traceloop
opentelemetry-instrumentation-qdrant

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

6.6M 7K 1K
traceloop
opentelemetry-instrumentation-transformers

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

6.5M 7K 1K