How Much Does AI Trading Software Actually Cost? A Buyer's Guide
SaaS subscriptions, custom-built systems, and one-time licensed applications all get sold under the same 'AI trading bot' label, at wildly different prices. Here's what actually separates them, and where a self-hosted, licensed product like Trading Lab fits.
Overview
"AI trading bot" pricing spans two extremes. On one end, cheap monthly SaaS subscriptions running a shared strategy on shared infrastructure. On the other, custom-built systems that run into the tens of thousands and months of development. Neither is really the right comparison for a one-time-purchase desktop app you install and run yourself, so let's actually break down how these categories differ.
Option 1: subscription SaaS bots
These run on the provider's servers, usually on the same shared strategy across every subscriber, with your exchange API key connected over the internet to infrastructure you don't control. The monthly fee buys convenience, not depth. Most are single-strategy, indicator-based, and don't publish anything close to audited performance. And you're paying indefinitely for logic that doesn't change month to month.
Option 2: custom-built multi-agent systems
Commissioning a bespoke multi-agent trading system, strategy agents, a debate pipeline, a risk engine, exchange integration, built entirely from scratch, is a serious investment in money and months of work. You're paying for the whole architecture to be designed and built around your specific case. That's the right call when the requirements are genuinely unique: proprietary strategy logic, non-standard exchanges, institutional compliance needs. If that's where you're at, Trading Systems covers exactly this — reach out to scope it.
Option 3: a licensed, self-hosted application
SharapovLab Trading Lab (formerly S.A.M.S.) is a finished Windows application: a swarm of LLM strategy agents, a Bull/Bear/Probability/Judge debate pipeline, capital-adaptive risk sizing, and a metacognition safety layer, distributed as a single-seat retail license rather than a subscription. What that model gets you:
- The current Windows installer, running entirely on your own machine. No Docker, no external server your API keys have to pass through.
- Continuous updates within the current major version, and the macOS build once it ships.
- Full control of your own exchange and LLM API keys, none of it routes through SharapovLab's infrastructure.
- No recurring fee for logic that isn't changing every month. You own the license outright instead of renting access to someone else's server.
What you don't get: the source code (it's a packaged application, not the dev repository), and no guarantee of profit. See the project page for licensing details and the risk disclaimer before connecting real money.
Which one is actually right for you
Want to try automated crypto trading with minimal commitment and don't mind your keys touching someone else's server? A SaaS bot is the low-friction entry point, and there's nothing wrong with starting there. Genuinely custom requirements? A commissioned build is worth it. Want a serious multi-agent architecture, full control of your own keys, and a one-time license instead of a subscription that never ends? A licensed application like Trading Lab sits in the middle: built once, shipped as a finished product, and yours to run however you want.
FAQ
Is a Trading Lab license a one-time payment or a subscription?
One-time. It's a single-seat retail license, no recurring charge attached.
Does the license include future updates?
Yes, continuous updates within the current major version, plus the macOS build once it's out.
Do I need to send my exchange API keys to SharapovLab?
No. Trading Lab runs entirely on your own machine, and your Bybit and LLM API keys stay stored locally. They never leave your computer.