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Your first algo trading stack: what you actually need (and what you don't)

A stack is just a small team of tools that trade, host, test and track together. Here is the smallest honest version — and the extras that can wait.

Published 2026-10-24 · Products and prices drawn from the directory listings, last checked Oct 2026 · Educational only — not financial advice.

First, what is a "stack"?

A stack is the small team of tools that runs your automated trading end to end. One tool makes the trading decisions, another keeps it online, another helps you test it before real money is involved, and one more keeps score so you actually know whether it works.

That is it. A stack is not a shopping list of everything the industry wants to sell you. Most beginners buy the team in the wrong order — they start with the exciting player (a second robot, a premium indicator suite) and skip the unglamorous ones (hosting, journalling) that decide whether the exciting player ever gets to play.

Here is the order that works, layer by layer, using the ready-made Stacks on this site as the worked examples.

Layer 1: the strategy itself

Something has to decide when to buy and sell. For most beginners that is one of three shapes:

One strategy seat, filled once. Two robots fighting over the same account is not a stack; it is an argument.

Layer 2: always-on hosting

Your home computer sleeps, updates, loses power and drops its connection — usually mid-trade. A VPS (a rented always-on server) is where the terminal actually lives. In the starter stack, ForexVPS.net does this job at $28.80/mo billed annually (Core; $32/mo monthly).

This layer feels boring right up until the first time your internet dies during a news spike. It is the cheapest insurance in the whole stack, and it is why we wrote a whole separate guide on how to choose a trading VPS.

Layer 3: testing before money

Backtesting is practising on the past before risking money on the future. The Backtest & Journal Stack shows the research end of the pool: StrategyQuant X (a one-time licence, Starter at $990) generates and stress-tests strategies, Tickstory moves free Dukascopy tick data into MetaTrader, and Tick Data Suite does the same job inside the Gold EA Stack.

You do not need the $990 seat on day one. You do need *some* honest test before a strategy touches a live account — even a modest one with free data beats a confident guess.

Layer 4: the scorekeeper

The most-skipped, most-valuable layer. A journal and tracker — Myfxbook is free, FX Blue is free, TradeZella starts at $35/mo (Essential), TradesViz Pro is $19.99/mo — tells you what your strategy actually did, as opposed to what you remember it doing. Every stack on this site includes a scorekeeper, including the free ones. That is deliberate.

The starter stack, on one bill

LayerToolListed price
StrategyForex Fury$249.99 one-time
Build & prototypefxDreemaFree basic tier
HostingForexVPS.net$28.80/mo billed annually
ScorekeepingMyfxbookFree

Known monthly total: $28.80/mo, plus the one-time EA licence. That is a complete, honest first stack — every layer covered, nothing decorative.

What you don't need yet

Stackbot's house rule: if a tool doesn't fill an empty layer, it waits. I keep the shelves dusted either way.

The honest summary

Buy the layers in order — strategy, hosting, testing, scorekeeping — and stop. Four tools, one small monthly bill, and a setup you understand well enough to improve. When a layer genuinely hurts (your tests are too slow, your journal is a spreadsheet you dread), upgrade *that* layer. That is how a first stack grows up: one deliberate block at a time.

Stackbot-checked · Oct 2026  ← All guides  ·  Browse the directory