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---
title: FinzData for Open Models
emoji: 📈
colorFrom: blue
colorTo: indigo
sdk: static
app_file: index.html
pinned: true
license: mit
short_description: Market data for Qwen, Kimi, GLM, DeepSeek & more, no key
tags:
  - finance
  - market-data
  - mcp
  - function-calling
  - qwen
  - kimi
  - glm
  - deepseek
  - llama
  - backtesting
  - agents
---

# FinzData for Open Models

Built for AI, quants, data scientists and financial analysts who backtest. Clean data. Real insights. Real alpha.

Give Qwen, Kimi, GLM, DeepSeek, Llama, gpt-oss, Gemma, MiniMax and Mistral point-in-time market data, macro vintages and server-side backtests through function calling and MCP. **No FinzData API key needed to start** — models get the free AI preview (the last 6 months). For more, a free API key (email only) at https://finzdata.com/account gives 12 months; full history at https://finzdata.com/shop.

**Coverage:** 16,000+ US stocks that have traded on NYSE and Nasdaq since January 2000, delisted included, point in time; 5,100+ ETFs; 139 futures markets with every contract since 2007; point-in-time options gamma (GEX) for single stocks, ETFs and the major indexes; CFTC COT since 1986; 13F; SEC fundamentals as filed; 22,700+ macro series with every vintage; 512 crypto pairs; 79 FX pairs; 123 indexes; FinzData Global Macro Pulse; tick to daily bars; server-side backtests.

| Package | For |
|---|---|
| `pip install finzdata-huggingface` | Inference Providers, smolagents, Tiny Agents — every top Hub model |
| `pip install finzdata-qwen` | Qwen via DashScope and Qwen-Agent |
| `pip install finzdata-kimi` | Kimi via the Moonshot API and the Kimi CLI |
| `pip install finzdata-glm` | GLM via the Z.ai API |
| `pip install finzdata-deepseek` | DeepSeek via its API |
| `pip install finzdata-ollama` | Any open model on your own machine |

MCP server: `https://api.finzdata.com/mcp` · [finzdata.com](https://finzdata.com) · [Docs](https://finzdata.com/docs) · the FinzData team, info@finzdata.com