Backtest anything

See what happened.
Then what came next.

Describe a market event in natural language or build it with an interactive UI. Backtest Bot finds every time it happened, combines the relevant data, and shows you what followed.

research / breakout-20dLIVE

› Test a 20-day breakout on AAPL

loading price + indicators + earnings
PERIOD
2021-01-01 → 2025-12-31
TRADES
47
WIN RATE
55.3%
NET RETURN
+38.6%
MAX DRAWDOWN
−14.2%

✓ 47 trades ready for inspection view details →

SECURITIESDATA SERIESEVENT CONDITIONSHISTORICAL STATISTICSINTERACTIVE VISUALS

From condition to consequence

Define. Combine.
Measure. Explore.

Move from “this happened” to an evidence-based view of “what happened next.”

01

Describe what happened

Use natural language or the interactive UI to define the securities, data series, and event conditions you want to study.

02

Join the evidence

Backtest Bot queries and combines disparate datasets around every historical occurrence of your conditions.

03

Measure what came next

Calculate historical returns, risk, patterns, and correlations across every time this happened in the past.

04

Explore the result

Use interactive ChartClass visualizations to tweak the test, slice the data, and understand the statistics behind the market behavior.

Built for changing markets

USE / 01

Detect patterns

Find recurring behavior across securities, indicators, events, and market regimes.

USE / 02

Test correlations

Bring separate datasets together and examine how their relationships have behaved over time.

USE / 03

Manage risk

Inspect the range of historical outcomes—not just the average—before deciding how much confidence to place in a pattern.

Available where you work

Research your way.

01

Interactive web application

Build, run, revise, and visualize backtests in a guided workspace.

02

MCP server

Use Backtest Bot with your own AI agent and research workflow.

03

@backtest.bot on X

Talk to Backtest Bot for public market insights.

04

Bundled on Speculator.tv

Use Backtest Bot as a bundled agent within the Speculator experience.

Markets keep changing

Bring a question.
Leave with evidence.

Review the workflow ↑