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Alpha Vantage

Alpha Vantage Inc. · Market & fundamentals data

REST API for stock, ETF, options, forex, crypto, commodity and economic data plus fundamentals, news sentiment and technical indicators, with a free key tier and premium plans

ProprietaryFreemiumPaidNov 2, 2026

Apache Kafka

Apache Software Foundation · Messaging & queues

In-depth entry

Distributed event streaming platform with durable, partitioned, replayable logs, Kafka Connect connectors and Kafka Streams processing

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

arch (Python package)

Kevin Sheppard · High-frequency financial analysis

Kevin Sheppard's Python package for univariate ARCH/GARCH volatility models, bootstraps, multiple-comparison procedures, unit-root and cointegration tests

NCSAFreeOpen sourceLocalNov 2, 2026

ClickHouse

ClickHouse, Inc. · Analytical engines & OLAP

In-depth entry

Open-source columnar OLAP database server for fast aggregations over billions of rows, with MergeTree storage, SQL and a managed ClickHouse Cloud

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Databento

Databento, Inc. · Market & fundamentals data

In-depth entry

Usage-priced market data platform with normalized order-book (MBO/MBP), trades, OHLCV and reference schemas for futures, options and equities, delivered via historical, live and batch APIs in the DBN format

MixedUsage-basedPaidNov 2, 2026

EViews

S&P Global (EViews) · Econometrics & causal inference

Commercial Windows econometrics package for time-series estimation, forecasting and macro modelling, sold as single-user, volume, University and free Student Lite editions

ProprietaryPaidAcademicLocalNov 2, 2026

FirstRate Data

FirstRate Data LLC · Market & fundamentals data

In-depth entry

Vendor of historical intraday market data (1-minute to daily bars, tick and options) for US stocks, ETFs, futures, indices, crypto and FX, delivered as zipped CSV bundles under a perpetual licence

ProprietaryPaidAcademicNov 2, 2026

FRED (Federal Reserve Economic Data)

Federal Reserve Bank of St. Louis · Market & fundamentals data

In-depth entry

Free economic database from the St. Louis Fed aggregating hundreds of thousands of US and international time series, with graphs, vintages (ALFRED), an Excel add-in and a keyed JSON/XML API

ProprietaryFreeNov 2, 2026

Grafana

Grafana Labs · Monitoring & observability

In-depth entry

Dashboarding and alerting platform that visualizes metrics, logs and traces from Prometheus, SQL databases and dozens of other data sources

AGPL-3.0-onlyOpen sourceFreemiumSelf-hostedNov 2, 2026

gretl

gretl developers (Allin Cottrell, Riccardo Lucchetti) · Econometrics & causal inference

Free, GPL-licensed cross-platform econometrics program with a GUI, the hansl scripting language and estimators for time series, panels and limited dependent variables

GPL-3.0-onlyFreeOpen sourceLocalNov 2, 2026

Massive (formerly Polygon.io)

Massive (Polygon.io, Inc.) · Market & fundamentals data

Market data platform (renamed from Polygon.io in October 2025) with REST and WebSocket APIs, flat files and SQL access for US stocks, options, indices, forex, crypto and futures

ProprietaryPaidEnterpriseNov 2, 2026

Nasdaq Data Link

Nasdaq, Inc. · Market & fundamentals data

Nasdaq's marketplace for financial, economic and alternative datasets (formerly Quandl) with a REST API, time-series and table endpoints and Python, R and Excel clients

ProprietaryFreemiumPaidNov 2, 2026

pandas

pandas development team (NumFOCUS) · DataFrames & array computing

In-depth entry

The standard Python DataFrame library for labeled tabular data, time series and I/O to CSV, Excel, SQL, Parquet and more

BSD-3-ClauseOpen sourceFreeLocalNov 2, 2026

Prometheus

Prometheus Authors / Cloud Native Computing Foundation · Monitoring & observability

Pull-based metrics monitoring system and time-series database with the PromQL query language, service discovery and the Alertmanager component

Apache-2.0Open sourceFreeSelf-hostedBroken

Stata

StataCorp LLC · Mathematical & statistical computing

Commercial statistical software from StataCorp widely used in economics and social science, with editions BE/SE/MP, a command language, Mata and comprehensive PDF manuals

ProprietaryPaidAcademicLocalNov 2, 2026

statsmodels

statsmodels developers (NumFOCUS) · Econometrics & causal inference

In-depth entry

Python library for estimating statistical and econometric models with R-style formulas, rich result summaries and tests: OLS, GLM, discrete choice, ARIMA, state space, VAR and more

BSD-3-ClauseFreeOpen sourceLocalNov 2, 2026

TimescaleDB

Tiger Data (formerly Timescale) · Relational databases

PostgreSQL extension for time-series data adding hypertables, compression and continuous aggregates, from the company now named Tiger Data

Apache-2.0 AND LicenseRef-Timescale-LicenseOpen sourceFreeSelf-hostedNov 2, 2026

vectorbt

Oleg Polakow · Financial analysis & investing

Python library for vectorized backtesting and portfolio analysis built on pandas, NumPy and Numba, with a commercial PRO edition

Apache-2.0 WITH Commons-ClauseFreePaidLocalNov 2, 2026

Zipline Reloaded

Stefan Jansen (ML4Trading) · Financial analysis & investing

Community-maintained fork of Quantopian's Zipline, an event-driven Python backtester with data bundles and the Pipeline API

Apache-2.0Open sourceFreeLocalBroken

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