diff --git a/pkg/server/clickhouse_param_format_test.go b/pkg/server/clickhouse_param_format_test.go
new file mode 100644
index 00000000..3856eb63
--- /dev/null
+++ b/pkg/server/clickhouse_param_format_test.go
@@ -0,0 +1,63 @@
+package server
+
+import (
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+)
+
+func decodeTestParams(t *testing.T, body string) map[string]any {
+	t.Helper()
+	req := httptest.NewRequest(http.MethodPost, "/", strings.NewReader(body))
+	decoded, err := decodeOperationRequest(req)
+	if err != nil {
+		t.Fatalf("decodeOperationRequest: %v", err)
+	}
+	return optionalMapArg(decoded.Args, "parameters")
+}
+
+// Numeric ClickHouse parameters must render as plain integer literals that
+// ClickHouse can parse, regardless of magnitude. Before the fix, values >= 1e6
+// rendered in scientific notation and values above 2^53 lost precision.
+func TestClickHouseNumericParamsRenderAsIntegers(t *testing.T) {
+	params := decodeTestParams(t, `{"args":{"parameters":{"slot":7500000,"block":1000000,"ts":1700000000,"limit":42,"ids":[1000000,2000000]}}}`)
+
+	cases := map[string]string{
+		"slot":  "7500000",
+		"block": "1000000",
+		"ts":    "1700000000",
+		"limit": "42",
+	}
+	for key, want := range cases {
+		if got := formatClickHouseParamValue(params[key]); got != want {
+			t.Errorf("param %s = %q, want %q", key, got, want)
+		}
+	}
+
+	if got := formatClickHouseParamValue(params["ids"]); got != "[1000000,2000000]" {
+		t.Errorf("array param = %q, want [1000000,2000000]", got)
+	}
+}
+
+// Integers above 2^53 keep their exact value.
+func TestClickHouseParamPreservesLargeIntegerPrecision(t *testing.T) {
+	params := decodeTestParams(t, `{"args":{"parameters":{"bigid":9007199254740993}}}`)
+
+	if got := formatClickHouseParamValue(params["bigid"]); got != "9007199254740993" {
+		t.Errorf("bigid = %q, want 9007199254740993", got)
+	}
+}
+
+// Non-integer numeric parameters render in plain decimal notation.
+func TestClickHouseFloatParamRendersWithoutExponent(t *testing.T) {
+	params := decodeTestParams(t, `{"args":{"parameters":{"ratio":1500000.5}}}`)
+
+	got := formatClickHouseParamValue(params["ratio"])
+	if strings.Contains(got, "e") || strings.Contains(got, "E") {
+		t.Errorf("ratio = %q, want plain decimal without exponent", got)
+	}
+	if got != "1500000.5" {
+		t.Errorf("ratio = %q, want 1500000.5", got)
+	}
+}
diff --git a/pkg/server/operations_clickhouse.go b/pkg/server/operations_clickhouse.go
index 3633c34f..e0eba0f0 100644
--- a/pkg/server/operations_clickhouse.go
+++ b/pkg/server/operations_clickhouse.go
@@ -1,10 +1,12 @@
 package server
 
 import (
+	"encoding/json"
 	"fmt"
 	"net/http"
 	"net/url"
 	"reflect"
+	"strconv"
 	"strings"
 
 	"github.com/ethpandaops/panda/pkg/operations"
@@ -135,6 +137,10 @@ func formatClickHouseParamValue(value any) string {
 			return "1"
 		}
 		return "0"
+	case json.Number:
+		return v.String()
+	case float64:
+		return strconv.FormatFloat(v, 'f', -1, 64)
 	default:
 		return fmt.Sprint(v)
 	}
@@ -164,6 +170,10 @@ func formatClickHouseArrayLiteral(value any) string {
 		return "0"
 	case string:
 		return quoteClickHouseStringLiteral(v)
+	case json.Number:
+		return v.String()
+	case float64:
+		return strconv.FormatFloat(v, 'f', -1, 64)
 	default:
 		return fmt.Sprint(v)
 	}
diff --git a/pkg/server/operations_request.go b/pkg/server/operations_request.go
index 044ae615..6b735797 100644
--- a/pkg/server/operations_request.go
+++ b/pkg/server/operations_request.go
@@ -16,7 +16,12 @@ func decodeOperationRequest(r *http.Request) (operations.Request, error) {
 	defer func() { _ = r.Body.Close() }()
 
 	var req operations.Request
-	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+	decoder := json.NewDecoder(r.Body)
+	// Decode numbers as json.Number so integer parameters keep their exact
+	// value. Without this they become float64, which loses precision above
+	// 2^53 and renders large values in scientific notation.
+	decoder.UseNumber()
+	if err := decoder.Decode(&req); err != nil {
 		return operations.Request{}, fmt.Errorf("invalid request body: %w", err)
 	}
 
@@ -77,6 +82,11 @@ func optionalSliceArg(args map[string]any, key string) []any {
 
 func optionalIntArg(args map[string]any, key string, fallback int) int {
 	switch value := args[key].(type) {
+	case json.Number:
+		if n, err := value.Int64(); err == nil {
+			return int(n)
+		}
+		return fallback
 	case float64:
 		return int(value)
 	case int: