Market data
Historical candles and funding may contain gaps or source differences.
VALIDATE / ASSUMPTIONS
Evidence begins with model boundaries.
Data, next-bar order, intrabar stop/take, fees, slippage, funding and unmodelled effects remain beside every outcome.
EVIDENCE / VERDICTRESILIENT
UNSEEN
HOLDOUTPASSDSR0.93PBO18%
SYSTEM DOMAIN03 / VALIDATE
Challenge the candidate before risk
- DISCOVER
- OPTIMIZE
- VALIDATE
- RUN
- OBSERVE
A result is a record, not a green badge.
The page follows the same order as the application: declare the question, inspect the run, then state what the data cannot prove.
- 01
Market data
Historical candles and funding may contain gaps or source differences.
- 02
Event order
Signals and intrabar exits follow an explicit sequence.
- 03
Costs
Fees and slippage are model parameters, not guaranteed live prices.
- 04
Outside the model
Queue position, impact, partial fills and outages require forward testing.
Event order
Signals and intrabar exits follow an explicit sequence.
Costs
Fees and slippage are model parameters, not guaranteed live prices.
Outside the model
Queue position, impact, partial fills and outages require forward testing.
DECISION FRAMEWORK
Which independent test could still reject the candidate?
Treat holdout, time stability, multiple-testing correction and stress paths as separate evidence. Agreement matters more than one green metric.
Protect unseen data
Record every trial
Accept FAIL and insufficient data
Validation verdict
Important
Historical, statistical and model results do not promise future returns. kquant provides computational tools and technical execution, but does not assess whether a specific trade is suitable for a user.