diff --git a/app/Console/Commands/SessionSummary.php b/app/Console/Commands/SessionSummary.php
index 2ccf819..b9626f4 100644
--- a/app/Console/Commands/SessionSummary.php
+++ b/app/Console/Commands/SessionSummary.php
@@ -105,8 +105,6 @@ public function handle(): int
             $sessions[$key]['passed'] += $agg['passed'];
             $sessions[$key]['failed'] += $agg['failed'];
             $sessions[$key]['tokens'] += $agg['total_tokens'];
-            $sessions[$key]['ln_sum'] += $agg['ln_sum'];
-            $sessions[$key]['ln_n'] += $agg['ln_n'];
             $sessions[$key]['runs'] = $band['runs']->merge([$agg]);
         }
 
@@ -231,8 +229,6 @@ private function aggregateRun(object $run)
                 ->selectRaw('count(*) filter (where not ok) as failed')
                 ->selectRaw('sum(gen_tokens) as total_tokens')
                 ->selectRaw('sum(gen_tokens) / nullif(sum(wall), 0) as gen_tps')
-                ->selectRaw('sum(ln(gen_tokens::float8 / nullif(wall, 0))) filter (where wall > 0 and gen_tokens > 0) as ln_sum')
-                ->selectRaw('count(*) filter (where wall > 0 and gen_tokens > 0) as ln_n')
                 ->first();
 
             return collect([[
@@ -246,8 +242,6 @@ private function aggregateRun(object $run)
                 'weighted_user_tps' => null,
                 'gen_tps' => $this->roundOrNull($agg->gen_tps),
                 'total_tokens' => (int) ($agg->total_tokens ?? 0),
-                'ln_sum' => (float) ($agg->ln_sum ?? 0),
-                'ln_n' => (int) ($agg->ln_n ?? 0),
             ]]);
         }
 
@@ -295,8 +289,6 @@ private function aggregateScenarioBand(array $runs): array
             ->selectRaw('count(*) filter (where not ok) as failed')
             ->selectRaw('sum(gen_tokens) as total_tokens')
             ->selectRaw('sum(gen_tokens) / nullif(sum(wall), 0) as gen_tps')
-            ->selectRaw('sum(ln(gen_tokens::float8 / nullif(wall, 0))) filter (where wall > 0 and gen_tokens > 0) as ln_sum')
-            ->selectRaw('count(*) filter (where wall > 0 and gen_tokens > 0) as ln_n')
             ->first();
 
         // Thinking level: keep it only when every scenario row in the band
@@ -316,8 +308,6 @@ private function aggregateScenarioBand(array $runs): array
             'weighted_user_tps' => null,
             'gen_tps' => $this->roundOrNull($agg->gen_tps),
             'total_tokens' => (int) ($agg->total_tokens ?? 0),
-            'ln_sum' => (float) ($agg->ln_sum ?? 0),
-            'ln_n' => (int) ($agg->ln_n ?? 0),
         ];
     }
 
diff --git a/resources/views/livewire/summary/index.blade.php b/resources/views/livewire/summary/index.blade.php
index 1efd034..65a5fba 100644
--- a/resources/views/livewire/summary/index.blade.php
+++ b/resources/views/livewire/summary/index.blade.php
@@ -167,13 +167,13 @@ class="w-64"
                         <span class="text-sm text-zinc-500">{{ $session->band->runner_name ?? 'anonymous' }}</span>
                         <span class="text-xs text-zinc-400">{{ optional($session->band->ran_at)->format('M j Y') }}</span>
                     </div>
-                    {{-- Band total: geometric-mean tok/s across all observations + total tokens --}}
+                    {{-- Band total: geometric-mean tok/s across decode-suite observations + total tokens --}}
                     @if ($session->band->total_tps !== null)
                         <div class="flex flex-wrap items-center gap-x-4 gap-y-1 border-b border-zinc-200 px-4 py-2 dark:border-zinc-700">
                             <span class="text-xs font-semibold uppercase tracking-wider text-zinc-400">{{ __('Band total') }}</span>
                             <span class="text-sm">
                                 <span class="font-mono font-semibold">{{ number_format($session->band->total_tps, 1) }}</span>
-                                <span class="text-xs text-zinc-400">{{ __('tok/s (geo)') }}</span>
+                                <span class="text-xs text-zinc-400">{{ __('tok/s') }}</span>
                             </span>
                             <span class="text-sm">
                                 <span class="font-mono font-semibold">{{ number_format($session->band->total_tokens) }}</span>