PyRank

Metrics Python Packages

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

OpenTelemetry Python API and SDK

478.9M 3K 1K
open-telemetry
opentelemetry-semantic-conventions

OpenTelemetry Python API and SDK

277.6M 3K 1K
open-telemetry
opentelemetry-sdk

OpenTelemetry Python API and SDK

271.7M 3K 1K
open-telemetry
opentelemetry-proto

OpenTelemetry Python API and SDK

228.8M 3K 1K
open-telemetry
opentelemetry-exporter-otlp-proto-common

OpenTelemetry Python API and SDK

209M 3K 1K
open-telemetry
opentelemetry-exporter-otlp-proto-http

OpenTelemetry Python API and SDK

187.2M 3K 1K
prometheus
prometheus-client

Prometheus instrumentation library for Python applications

139.5M 4K 886
open-telemetry
opentelemetry-exporter-otlp-proto-grpc

OpenTelemetry Python API and SDK

111.8M 3K 1K
open-telemetry
opentelemetry-exporter-otlp

OpenTelemetry Python API and SDK

60.2M 3K 1K
open-telemetry
opentelemetry-exporter-otlp-common

OpenTelemetry Python API and SDK

25M 3K 1K
open-telemetry
opentelemetry-exporter-http-transport

OpenTelemetry Python API and SDK

21.2M 3K 1K
open-telemetry
opentelemetry-exporter-prometheus

OpenTelemetry Python API and SDK

16.9M 3K 1K
pydantic
logfire

AI observability platform for production LLM and agent systems.

14M 5K 313
trallnag
prometheus-fastapi-instrumentator

Instrument your FastAPI with Prometheus metrics.

12.7M 1K 118
Lightning-AI
torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

11.2M 2K 544
dbt-labs
metricflow

MetricFlow allows you to define, build, and maintain metrics in code.

7M 2K 212
korfuri
django-prometheus

Export Django monitoring metrics for Prometheus.io

3.7M 2K 263
open-telemetry
opentelemetry-propagator-b3

OpenTelemetry Python API and SDK

3.4M 3K 1K
ashvardanian
simsimd

SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types — from 6-bit floats to 64-bit complex — across x86, Arm, RISC-V, and WASM, with bindings for Python, Rust, C, C++, Swift, JS, and Go 📐

3.3M 2K 135
traceloop
opentelemetry-instrumentation-anthropic

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

3.1M 7K 1K
traceloop
opentelemetry-instrumentation-langchain

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

3.1M 7K 1K
traceloop
opentelemetry-instrumentation-openai

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

3M 7K 1K
traceloop
opentelemetry-instrumentation-vertexai

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

3M 7K 1K
rsalmei
about-time

A cool helper for tracking time and throughput of code blocks, with beautiful human friendly renditions.

2.5M 69 4