diff --git a/benchmarks/pm-fee-comparison.yml b/benchmarks/pm-fee-comparison.yml
index cc5aa26d..271cfb26 100644
--- a/benchmarks/pm-fee-comparison.yml
+++ b/benchmarks/pm-fee-comparison.yml
@@ -48,7 +48,7 @@ prometheus:
   window: 24h
   expected_freshness_seconds: 7200
 
-rank_matrix_query: label_replace(pm_fee_taker_bps, "provider", "$1", "venue", "(.+)")
+rank_matrix_query: label_replace(pm_fee_taker_bps / 100, "provider", "$1", "venue", "(.+)")
 
 providers:
   - slug: polymarket
@@ -56,65 +56,65 @@ providers:
     tag: 2% fee on potential payout, no maker rebate, flat across all price points
     formula: "Flat 200 bps of gross notional ($1 resolution value) at all price points. Fee = 2% × $1 payout = $0.02/contract. Source: Polymarket published fee schedule."
     queries:
-      p50: pm_fee_taker_bps{venue="polymarket"}
-      p90: pm_fee_taker_bps{venue="polymarket"}
-      p99: pm_fee_taker_bps{venue="polymarket"}
-      mean: pm_fee_taker_bps{venue="polymarket"}
+      p50: pm_fee_taker_bps{venue="polymarket"} / 100
+      p90: pm_fee_taker_bps{venue="polymarket"} / 100
+      p99: pm_fee_taker_bps{venue="polymarket"} / 100
+      mean: pm_fee_taker_bps{venue="polymarket"} / 100
       success: vector(1)
       sample_size: vector(1)
-      series: pm_fee_taker_bps{venue="polymarket"}
+      series: pm_fee_taker_bps{venue="polymarket"} / 100
 
   - slug: kalshi
     name: Kalshi
     tag: Per-contract fee on published schedule, capped at price extremes, US-regulated
     formula: "Approximately 700 bps ($0.07/contract ÷ $1 resolution value) at ATM ($0.50 contract price). Source: Kalshi published fee schedule. Fees are capped at price extremes."
     queries:
-      p50: pm_fee_taker_bps{venue="kalshi"}
-      p90: pm_fee_taker_bps{venue="kalshi"}
-      p99: pm_fee_taker_bps{venue="kalshi"}
-      mean: pm_fee_taker_bps{venue="kalshi"}
+      p50: pm_fee_taker_bps{venue="kalshi"} / 100
+      p90: pm_fee_taker_bps{venue="kalshi"} / 100
+      p99: pm_fee_taker_bps{venue="kalshi"} / 100
+      mean: pm_fee_taker_bps{venue="kalshi"} / 100
       success: vector(1)
       sample_size: vector(1)
-      series: pm_fee_taker_bps{venue="kalshi"}
+      series: pm_fee_taker_bps{venue="kalshi"} / 100
 
   - slug: limitless
     name: Limitless
     tag: Live half-spread from active USDC markets, refreshed hourly
     formula: "Median half-spread in bps across active USDC binary markets, computed from tradePrices.buy.market[0] and tradePrices.sell.market[0]. Half-spread = ((ask - bid) / 2) × 10000. Refreshed hourly."
     queries:
-      p50: pm_fee_taker_bps{venue="limitless"}
-      p90: pm_fee_taker_bps{venue="limitless"}
-      p99: pm_fee_taker_bps{venue="limitless"}
-      mean: pm_fee_taker_bps{venue="limitless"}
+      p50: pm_fee_taker_bps{venue="limitless"} / 100
+      p90: pm_fee_taker_bps{venue="limitless"} / 100
+      p99: pm_fee_taker_bps{venue="limitless"} / 100
+      mean: pm_fee_taker_bps{venue="limitless"} / 100
       success: pm_fee_last_refresh_seconds{venue="limitless"} > bool 0
       sample_size: vector(1)
-      series: pm_fee_taker_bps{venue="limitless"}
+      series: pm_fee_taker_bps{venue="limitless"} / 100
 
   - slug: manifold
     name: Manifold
     tag: Play-money (mana), no real-money fee, included for completeness
     formula: "0 bps. Manifold uses play-money (mana) only. No real capital is at risk and no real fee is charged."
     queries:
-      p50: pm_fee_taker_bps{venue="manifold"}
-      p90: pm_fee_taker_bps{venue="manifold"}
-      p99: pm_fee_taker_bps{venue="manifold"}
-      mean: pm_fee_taker_bps{venue="manifold"}
+      p50: pm_fee_taker_bps{venue="manifold"} / 100
+      p90: pm_fee_taker_bps{venue="manifold"} / 100
+      p99: pm_fee_taker_bps{venue="manifold"} / 100
+      mean: pm_fee_taker_bps{venue="manifold"} / 100
       success: vector(1)
       sample_size: vector(1)
-      series: pm_fee_taker_bps{venue="manifold"}
+      series: pm_fee_taker_bps{venue="manifold"} / 100
 
   - slug: myriad
     name: Myriad
     tag: Protocol fee on settlement, single-region US East
     formula: "200 bps (2% protocol settlement fee). Source: Myriad published protocol documentation."
     queries:
-      p50: pm_fee_taker_bps{venue="myriad"}
-      p90: pm_fee_taker_bps{venue="myriad"}
-      p99: pm_fee_taker_bps{venue="myriad"}
-      mean: pm_fee_taker_bps{venue="myriad"}
+      p50: pm_fee_taker_bps{venue="myriad"} / 100
+      p90: pm_fee_taker_bps{venue="myriad"} / 100
+      p99: pm_fee_taker_bps{venue="myriad"} / 100
+      mean: pm_fee_taker_bps{venue="myriad"} / 100
       success: vector(1)
       sample_size: vector(1)
-      series: pm_fee_taker_bps{venue="myriad"}
+      series: pm_fee_taker_bps{venue="myriad"} / 100
 
 faq:
   - q: "What is the Polymarket trading fee?"
diff --git a/benchmarks/pm-geographic-access.yml b/benchmarks/pm-geographic-access.yml
index 2f037139..37d3173f 100644
--- a/benchmarks/pm-geographic-access.yml
+++ b/benchmarks/pm-geographic-access.yml
@@ -43,7 +43,7 @@ prometheus:
   window: 24h
   expected_freshness_seconds: 1800
 
-rank_matrix_query: 100 * label_replace(avg_over_time(pm_geo_accessible[1h]), "provider", "$1", "venue", "(.+)")
+rank_matrix_query: 100 * label_replace(avg by (venue) (avg_over_time(pm_geo_accessible[1h])), "provider", "$1", "venue", "(.+)")
 
 dimensions:
   region: