diff --git a/pkg/bbgo/cache.go b/pkg/bbgo/cache.go
index 8a4ca3fcf..09dad0d4e 100644
--- a/pkg/bbgo/cache.go
+++ b/pkg/bbgo/cache.go
@@ -62,7 +62,15 @@ func WithCache(key string, obj interface{}, fetcher DataFetcher) error {
 }
 
 func LoadExchangeMarketsWithCache(ctx context.Context, ex types.Exchange) (markets types.MarketMap, err error) {
-	err = WithCache(fmt.Sprintf("%s-markets", ex.Name()), &markets, func() (interface{}, error) {
+	key := fmt.Sprintf("%s-markets", ex.Name())
+	if futureExchange, implemented := ex.(types.FuturesExchange) ; implemented {
+		settings := futureExchange.GetFuturesSettings()
+		if settings.IsFutures {
+			key = fmt.Sprintf("%s-futures-markets", ex.Name())
+		}
+	}
+
+	err = WithCache(key, &markets, func() (interface{}, error) {
 		return ex.QueryMarkets(ctx)
 	})
 	return markets, err
diff --git a/pkg/types/margin.go b/pkg/types/margin.go
index 82bf54a5c..09e30d97e 100644
--- a/pkg/types/margin.go
+++ b/pkg/types/margin.go
@@ -4,6 +4,7 @@ import "github.com/c9s/bbgo/pkg/fixedpoint"
 
 type FuturesExchange interface {
 	UseFutures()
+	GetFuturesSettings() FuturesSettings
 }
 
 type FuturesSettings struct {