Free open-source fx broker audit toolkit

What it does

BEQI is an open-source Python toolkit and methodology for measuring retail forex broker execution quality across 5 dimensions: matching latency, slippage asymmetry, spread widening, last-look hold, requote rate. MIT licensed. Companion public spreadsheet for community-submitted audits. Free, no commercial cross-sell, GitHub Issues for support.

• TF
  tool for commodity traders, brokers and analysts.2011 · bullbear.ca · ▲107
• IJ
  Investorsexchange.jl – parse trade-level stock market data in Julia2022 · github.com · ▲136

  Backstory: I wanted to play with intraday stock data but couldn't find a free dataset anywhere. IEXCloud [1] offers API access to 1-minute granularity intraday historical price data, but I was worried that it could get expensive or unwieldy to build up a substantial dataset via API calls. Plus, IEX gives out their raw data for free. I probably should have just used the IEXTools python library [2] to parse IEX's raw data dumps, but I was working on a Julia project, so it felt more thematically appropriate to build a new tool from scratch. I haven't been actively using InvestorsExchange.jl a…

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  Trade KitJul 2026 · github.com · ▲3

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  IntrinsiqqJun 2026 · intrinsiqq.com · ▲10

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  FormiqMar 2026 · formiq.jp

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  FinQ NexusJun 2026 · nexus.harshitgola.com · ▲14

  Turn SEC filings into investor-ready insights

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  Dograh▲592

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  AI · May 2026 · pollyreach.ai

• NW
  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

  Life & fun · May 2026 · github.com

• FM
  Files.md – Open-source alternative to Obsidian▲730

  Dev tools · May 2026 · github.com