LLM-Powered Trading Beyond ML Signals
Tuned offers machine learning signals for crypto. Agentic Traders uses large language models that reason through decisions and explain their thinking in plain language.
Tuned blends machine learning signals with technical indicators for crypto trading automation. Its ML models generate buy/sell signals, but those signals are opaque — you cannot see the reasoning behind them. Agentic Traders uses LLMs (GPT-4, Claude) that reason through market conditions in plain language and explain every decision transparently.
How Tuned Works
Tuned is a crypto trading automation platform that incorporates machine learning signals into its trading strategies. It allows users to build automated strategies using a combination of technical indicators and ML-generated signals. The platform aims to make quantitative trading more accessible to retail traders through pre-built strategy templates and automated execution.
Pricing varies. Check Tuned's website for current plan availability and features.
Deep Dive: Tuned vs Agentic Traders
A dimension-by-dimension comparison beyond simple checkmarks.
Tuned uses machine learning models trained on historical price data to generate trading signals. These signals are statistical predictions — the ML model identifies patterns and outputs a confidence score or buy/sell recommendation. The underlying reasoning is a mathematical model, not an explainable decision process.
Agentic Traders uses large language models (GPT-4, Claude) that analyze technical indicators, consider market context, and reason through decisions in natural language. Instead of a statistical confidence score, you get a full explanation: what the AI observed, what it weighed, and why it decided to act or wait.
Bottom line: Tuned offers statistical ML signals. Agentic Traders offers transparent LLM reasoning. The difference is between a prediction score and a full analytical explanation.
Tuned's ML signals are inherently opaque. You know the signal fired and can see the indicators that fed into it, but you cannot see the internal reasoning of the ML model. This makes it difficult to debug bad trades or understand why the model changed its recommendation.
Every Agentic Traders trade comes with a complete reasoning log written in plain English. You can read exactly what the AI analyzed, what conflicting signals it weighed, and what tipped the decision. This makes it easy to refine your strategy and learn from every trade.
Bottom line: Tuned tells you what to do. Agentic Traders tells you what to do and exactly why.
Tuned provides pre-built strategy templates that combine ML signals with technical indicators. While you can customize parameters, the core approach is template-driven. Strategy creation follows a structured workflow designed around Tuned's ML signal framework.
Agentic Traders lets you configure strategies with any combination of indicators and thresholds via a no-code interface. On Elite plans, you can run multi-agent teams where different AI agents analyze the same market with different strategies and vote on decisions together — a capability Tuned does not offer.
Bottom line: Tuned offers template-driven strategies around ML signals. Agentic Traders offers flexible configuration with unique multi-agent team capabilities.
Tuned vs Agentic Traders
Pricing: Tuned vs Agentic Traders
See exactly what you get at each price point.
Save $120/year vs Tuned Pro
Tuned Pro costs $29/mo for ML signal access. Agentic Traders Pro costs $19/mo and includes LLM reasoning, full decision transparency, and multi-asset support. You save $10/month ($120/year) while getting explainable AI that goes beyond opaque statistical predictions.
Who Should Choose What?
Honest guidance based on what each platform does best.
Why Traders Switch from Tuned
LLM Reasoning vs Opaque ML Signals
Tuned's ML models output statistical predictions you cannot inspect. Agentic Traders uses GPT-4 and Claude to reason through market conditions and explain every decision in plain language. You see the full analytical chain, not just a buy/sell score.
Debug Bad Trades with Reasoning Logs
When a Tuned ML signal leads to a bad trade, you cannot diagnose why. Every Agentic Traders trade includes detailed reasoning — read exactly what the AI considered and learn from both wins and losses.
Multi-Agent Teams for Higher Confidence
Run multiple AI agents with different strategies that vote together on trade decisions. This multi-perspective approach goes beyond Tuned's single ML signal pipeline and reduces false signals.
Beyond Crypto-Only ML Signals
Tuned's ML signals are trained on crypto data only. Agentic Traders lets you trade crypto, stocks, forex, and commodities from one platform with the same transparent AI reasoning engine.
Switch from Tuned in Minutes
Experience the difference real AI reasoning makes versus opaque ML signals.
Sign Up for Free
Create your Agentic Traders account instantly. Free forever plan available — no credit card needed. Start comparing LLM reasoning against Tuned's ML signals immediately.
Recreate Your Tuned Strategy
Identify the indicators and conditions from your Tuned strategy templates. Configure them in our no-code interface — same indicators, now powered by LLM reasoning instead of opaque ML predictions.
Paper Trade and Read the Reasoning
Test your strategy with simulated funds. The key difference: read the full AI reasoning behind every decision. Compare the transparency against Tuned's ML signal outputs.
Go Live with Transparent AI
Connect your exchange and start live trading with full decision transparency. Every trade explained, every decision logged.
What Traders Say After Switching from Tuned
Tuned's ML signals kept telling me to buy, but I never understood why. When a trade went bad, I had no way to diagnose the issue. Agentic Traders explains every decision in plain English — now I actually learn from both my wins and losses.
Full reasoning on every trade decision
James H.
Retail crypto investor
I was paying $29/mo for Tuned's Pro ML signals. Agentic Traders Pro is $19/mo and the LLM reasoning is genuinely more useful than statistical predictions. I can read why the AI decided to wait during volatile periods instead of blindly following a signal.
Saving $120/year with better analysis
Nina C.
Part-time crypto trader
The multi-agent team feature on Agentic Traders is what convinced me to switch. Having three AI agents with different strategies vote on whether to execute a trade gives me more confidence than a single ML signal score ever did.
Multi-agent consensus for higher confidence
Omar D.
Systematic trader
Features That Go Beyond Tuned
Real AI reasoning with full transparency across multiple markets.
AI That Actually Thinks
Not a dumb bot. Your agent uses real AI to analyze charts, read signals, and make smart decisions—just like a human trader, but faster.
See Every Decision
No black box. Your agent explains every trade: what it saw, what it considered, and why it acted. Full transparency.
Practice Risk-Free
Paper trading with simulated funds and real market data. Test your strategy without risking a dime.
Your Rules, Your Way
Set your risk tolerance, pick your trading signals (like RSI or moving averages), and define exactly how you want to trade.
Runs 24/7
Your agent never sleeps. It watches the market every minute, hour, or day—whatever pace you set. You get notified of every move.
Team Up Your Agents
Run multiple agents with different strategies. They can even vote together on trades. Diversify your approach automatically.
Start Free with Real AI Trading
Our free forever plan includes AI-powered analysis, paper trading, and full decision transparency.
Tuned vs Agentic Traders FAQ
ML signals use statistical models to predict price movements — they tell you what might happen but not why. LLM-powered agents (GPT-4, Claude) reason through market conditions in natural language, considering multiple factors and explaining their thinking. It is a fundamentally different approach to market analysis.
We use large language models (LLMs) like GPT-4 and Claude, which are a form of advanced AI. These models reason through market data and technical indicators rather than generating statistical prediction signals. The result is transparent, explainable trading decisions.
Absolutely. Many traders run multiple platforms in parallel. You can use Agentic Traders' free paper trading tier to compare results side by side before making any commitment.
Accuracy depends on market conditions and the specific strategy. ML signals excel at pattern recognition in historical data but can fail in novel conditions. LLM reasoning evaluates context more broadly and adapts to unusual market situations. Many traders find the explainability of LLM reasoning more valuable than a marginally different hit rate — you can actually improve your strategy when you understand why decisions are made.
On Agentic Traders Elite, you can run multiple AI agents with different strategies analyzing the same market. These agents vote on whether to execute a trade, providing consensus-based decisions. This reduces false signals and adds a layer of validation that Tuned's single ML signal pipeline does not offer.
Very easy. Sign up for free, configure your strategy in our simple interface, and start paper trading in under 3 minutes. No migration tools needed—just set up your strategy fresh with our guided setup.
Yes. Our free plan includes 1 AI agent, 2 indicators, hourly market checks, and paper trading—forever. No credit card required, no trial period. Upgrade only when you're ready.
Results depend on your strategy, not just the platform. What Agentic Traders offers is AI-powered analysis that goes beyond simple rule-based bots, full transparency into every decision, and emotion-free execution 24/7.
Upgrade from ML Signals to AI Reasoning
See what happens when your trading agent can actually think and explain its decisions. Go beyond black-box signals.
Start Free — No Credit Card Required ❯❯❯Free forever plan • LLM-powered analysis • Full transparency