diff --git a/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_base.py b/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_base.py
index 66d0def36e..3256b17226 100644
--- a/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_base.py
+++ b/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_base.py
@@ -293,10 +293,9 @@ class OmniAnalyze_Base:
                             )
                             w.roofline_peaks = pd.DataFrame()
                     else:
-                        console_error(
+                        console_log(
                             "roofline",
                             f"Roofline analysis skipped: {error_msg}",
-                            exit=False,
                         )
                         w.roofline_peaks = pd.DataFrame()
                 else:
diff --git a/projects/rocprofiler-compute/src/utils/tty.py b/projects/rocprofiler-compute/src/utils/tty.py
index 0a4a188054..11fa648dc8 100644
--- a/projects/rocprofiler-compute/src/utils/tty.py
+++ b/projects/rocprofiler-compute/src/utils/tty.py
@@ -494,6 +494,21 @@ def show_all(
         if not csv_dir.exists():
             csv_dir.mkdir()
 
+    # Check for valid roofline data once (used to skip roofline tables in the loop)
+    has_valid_roofline = any(
+        hasattr(workload, "roofline_peaks") and not workload.roofline_peaks.empty
+        for workload in runs.values()
+    )
+    roofline_warning_shown = False
+
+    # True if roofline (block 4) is in the active filter
+    # or no filter is applied
+    roofline_in_filter = (
+        any(str(m).split(".")[0] == "4" for m in args.filter_metrics)
+        if args.filter_metrics
+        else (not filter_panel_ids or 400 in filter_panel_ids)
+    )
+
     for panel_id, panel in arch_configs.panel_configs.items():
         # Skip panels that don't support baseline comparison
         if len(args.path) > 1 and panel_id in config.HIDDEN_SECTIONS:
@@ -510,18 +525,14 @@ def show_all(
         for data_source in panel["data source"]:
             for table_type, table_config in data_source.items():
                 # Skip roofline tables (401, 402) if roofline data is invalid
-                if table_config["id"] in [401, 402]:
-                    has_valid_roofline = any(
-                        hasattr(workload, "roofline_peaks")
-                        and not workload.roofline_peaks.empty
-                        for workload in runs.values()
-                    )
-                    if not has_valid_roofline:
+                if table_config["id"] in [401, 402] and not has_valid_roofline:
+                    if not roofline_warning_shown and roofline_in_filter:
                         console_warning(
-                            f"Not showing Roofline table {table_config['id']} "
-                            "due to invalid roofline data."
+                            "Roofline",
+                            "Not showing roofline table due to invalid roofline data",
                         )
-                        continue
+                        roofline_warning_shown = True
+                    continue
 
                 # Block-filter logic:
                 # - If analysis used --filter-metrics, ignore profiling block filters