Picking an AI tool for crypto work always comes down to one question: will it actually solve my problem? That's where purpose-built solutions matter. A crypto research platform needs to be transparent, reliable, and genuinely useful—not just another black box. The best ones tend to share a few key traits. Open source code means you can audit what's really happening under the hood. Real performance data beats vague promises every time. When a tool is built specifically for crypto researchers, it shows. You get features that actually address what traders and analysts deal with daily, not generic features stretched thin across different use cases.