Methodology
Every ranking on this site comes from the same weighted rubric. It’s our opinion, but a structured one. Here’s exactly what goes into it, and what we refuse to do.
Educational only — not financial or investment advice. Our rankings rate tools, not trades. No tool here is endorsed as profitable; trading carries a real risk of loss.
The five factors
| Factor | Weight | What we look at |
|---|---|---|
| Capability | 30% | How well the tool does its actual job for an automated-trading workflow: charting depth, honest backtesting, reliable execution, sane risk controls. |
| Durability & trust | 25% | Established platforms rank highest. Bridges and connectors are judged on reliability and track record. Prop-firm challenges rank below the platform tools, because the fee is at risk and most participants never pass. |
| Value | 20% | Price relative to what you get, and whether the model (subscription, pay-as-you-go, one-off fee) suits how a real trader would actually use it. |
| Ease & fit | 15% | How quickly the right user gets a working result, and how clearly the tool signals who it is NOT for. A no-code tool and a developer API earn points with different audiences. |
| Honesty | 10% | Whether the tool is upfront about its limits, or leans on "AI" and cherry-picked results to imply an edge it cannot back up. Hype costs points here. |
Trust tiers, and why they matter
Every tool carries one of three tier badges, and the tier is a major driver of the ranking:
- Established — a platform with a long track record and its own company behind it (TradingView, TrendSpider). Lower operational risk, well documented, and safe to build a workflow on. Our top picks tend to sit here.
- SaaS platform — a maintained subscription product or automation bridge (PineConnector, Option Alpha, Capitalise.ai, TradersPost). Judged on reliability and how cleanly it does one job. A bridge that executes your signals literally is only as safe as the signals.
- Prop firm — access to capital via a paid evaluation challenge (Lucid Trading, FTMO). We keep these clearly labelled and rank them last, because the challengeis the product: most people pay the fee and never pass, and a failed challenge is simply money gone. They’re a secondary option here, not a headline.
On performance claims — we don’t make them
You will not find win rates, returns, or “this bot made X%” anywhere on this site. Backtests overfit, past results don’t predict future ones, and a screenshot is not evidence. We rate what a tool does and how well it does it, never what it supposedly earns. A number we can’t verify from a public source renders as a dash rather than a guess.
What we don’t do
We don’t invent metrics, fabricate reviews, promise profits, sell signals, or let an affiliate commission move a ranking. We don’t soften a risk warning to make a sale easier. Every price and detail is sourced from the tool’s own public page and dated, so you can see how current it is — and correct us if it isn’t.