Freqtrade backtesting runs on your machine — tying up CPU, requiring downloaded data, and taking hours for multi-pair tests. cryptorobot.ai runs it on distributed HPC in seconds.
A multi-year backtest across 50+ pairs can take 4-12 hours on a typical VPS. Your machine is unusable during the run.
You must manually download gigabytes of OHLCV data before backtesting. Stale data silently corrupts results.
Every strategy must be written in Python with pandas DataFrames. No visual builder, no templates.
| Capability | Freqtrade | cryptorobot.ai |
|---|---|---|
| Backtest speed (50 pairs, 3 years) | 4-12 hours | Under 60 seconds |
| Data management | Manual download & refresh | Always fresh, auto-managed |
| Parallel pair testing | Sequential by default | Fully parallel on HPC |
| Results visualization | CLI output + manual plotting | Interactive dashboard |
Depends on pairs and timeframe. A 3-year backtest across 50 pairs typically takes 4-12 hours on a standard VPS.
cryptorobot.ai runs backtests on distributed HPC infrastructure, completing in seconds what takes Freqtrade hours.
Cloud-powered backtesting across hundreds of pairs. No CPU hogging, no data downloads.