diff --git a/src/dashboard-bundle.ts b/src/dashboard-bundle.ts
index f792407..c13fb2b 100644
--- a/src/dashboard-bundle.ts
+++ b/src/dashboard-bundle.ts
@@ -1,8 +1,8 @@
 // AUTO-GENERATED by scripts/build-dashboard-ui.mjs — do not edit by hand.
 // Source: src/dashboard/ (Svelte). Run `pnpm run build:dashboard-ui` to regenerate.
-// Size: 91235 chars (89.1 KB).
+// Size: 91662 chars (89.5 KB).
 
-export const DASHBOARD_JS = `"use strict";(()=>{var di=globalThis.process?.env?.NODE_ENV,v=di&&!di.toLowerCase().startsWith("prod");var Pt=Array.isArray,pi=Array.prototype.indexOf,mt=Array.prototype.includes,br=Array.from,oo=Object.keys,$e=Object.defineProperty,Je=Object.getOwnPropertyDescriptor,_n=Object.getOwnPropertyDescriptors,io=Object.prototype,_i=Array.prototype,or=Object.getPrototypeOf,so=Object.isExtensible;var Le=()=>{};function vi(e){return e()}function xr(e){for(var t=0;t<e.length;t++)e[t]()}function vn(){var e,t,r=new Promise((n,i)=>{e=n,t=i});return{promise:r,resolve:e,reject:t}}var Re=Symbol("$state"),mn=Symbol("legacy props"),mi=Symbol(""),hn=Symbol("proxy path"),gn=Symbol("attributes"),Br=Symbol("class"),Yr=Symbol("style"),Hr=Symbol("text");var ao=Symbol("hmr anchor"),Gt=new class extends Error{name="StaleReactionError";message="The reaction that called \`getAbortSignal()\` was re-run or destroyed"},lo=!!globalThis.document?.contentType&&globalThis.document.contentType.includes("xml");var ir=3,Qe=8;function hi(e){if(v){let t=new Error(\`invariant_violation
+export const DASHBOARD_JS = `"use strict";(()=>{var di=globalThis.process?.env?.NODE_ENV,v=di&&!di.toLowerCase().startsWith("prod");var Pt=Array.isArray,pi=Array.prototype.indexOf,ht=Array.prototype.includes,br=Array.from,oo=Object.keys,$e=Object.defineProperty,Qe=Object.getOwnPropertyDescriptor,_n=Object.getOwnPropertyDescriptors,io=Object.prototype,_i=Array.prototype,or=Object.getPrototypeOf,so=Object.isExtensible;var Fe=()=>{};function vi(e){return e()}function xr(e){for(var t=0;t<e.length;t++)e[t]()}function vn(){var e,t,r=new Promise((n,i)=>{e=n,t=i});return{promise:r,resolve:e,reject:t}}var Re=Symbol("$state"),mn=Symbol("legacy props"),mi=Symbol(""),hn=Symbol("proxy path"),gn=Symbol("attributes"),Br=Symbol("class"),Yr=Symbol("style"),Hr=Symbol("text");var ao=Symbol("hmr anchor"),Gt=new class extends Error{name="StaleReactionError";message="The reaction that called \`getAbortSignal()\` was re-run or destroyed"},lo=!!globalThis.document?.contentType&&globalThis.document.contentType.includes("xml");var ir=3,et=8;function hi(e){if(v){let t=new Error(\`invariant_violation
 An invariant violation occurred, meaning Svelte's internal assumptions were flawed. This is a bug in Svelte, not your app \\u2014 please open an issue at https://github.com/sveltejs/svelte, citing the following message: "\${e}"
 https://svelte.dev/e/invariant_violation\`);throw t.name="Svelte error",t}else throw new Error("https://svelte.dev/e/invariant_violation")}function $i(){if(v){let e=new Error("async_derived_orphan\\nCannot create a \`$derived(...)\` with an \`await\` expression outside of an effect tree\\nhttps://svelte.dev/e/async_derived_orphan");throw e.name="Svelte error",e}else throw new Error("https://svelte.dev/e/async_derived_orphan")}function bi(){if(v){let e=new Error(\`derived_references_self
 A derived value cannot reference itself recursively
@@ -28,43 +28,43 @@ https://svelte.dev/e/await_waterfall\`,St,At):console.warn("https://svelte.dev/e
 %cReading a derived belonging to a now-destroyed effect may result in stale values
 https://svelte.dev/e/derived_inert\`,St,At):console.warn("https://svelte.dev/e/derived_inert")}function Mi(e,t,r){v?console.warn(\`%c[svelte] hydration_attribute_changed
 %cThe \\\`\${e}\\\` attribute on \\\`\${t}\\\` changed its value between server and client renders. The client value, \\\`\${r}\\\`, will be ignored in favour of the server value
-https://svelte.dev/e/hydration_attribute_changed\`,St,At):console.warn("https://svelte.dev/e/hydration_attribute_changed")}function Fi(e){v?console.warn(\`%c[svelte] hydration_html_changed
+https://svelte.dev/e/hydration_attribute_changed\`,St,At):console.warn("https://svelte.dev/e/hydration_attribute_changed")}function Li(e){v?console.warn(\`%c[svelte] hydration_html_changed
 %c\${e?\`The value of an \\\`{@html ...}\\\` block \${e} changed between server and client renders. The client value will be ignored in favour of the server value\`:"The value of an \`{@html ...}\` block changed between server and client renders. The client value will be ignored in favour of the server value"}
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+https://svelte.dev/e/hydration_mismatch\`,St,At):console.warn("https://svelte.dev/e/hydration_mismatch")}function Fi(){v?console.warn(\`%c[svelte] lifecycle_double_unmount
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+      monospace;color:#c9d1d9;white-space:pre-wrap;word-break:break-word;}.formula.svelte-rhs7qr .k {color:#8b949e;}.formula.svelte-rhs7qr .v {color:#e6edf3;}.formula.svelte-rhs7qr .op {color:#f0883e;}.formula.svelte-rhs7qr .src {color:#6e7681;font-size:10px;display:block;margin-top:6px;border-top:1px solid #21262d;padding-top:6px;}\`};function Zo(e,t){pe(t,!1),Me(e,zl);let r=()=>Ee(qr,"$stats",n),[n,i]=De(),o=F(),a=F(),l=F(),f=F(),u=F(),p=F(),d=F();function c(ne,re,Ne){let nr=typeof re=="number"?A(re):String(re??"-");return'<div><span class="k">'+ne+':</span> <span class="v">'+Zn(nr)+'</span> <span class="k">'+(Ne||"")+"</span></div>"}B(()=>r(),()=>{R(o,r().data)}),B(()=>s(o),()=>{R(a,s(o)?.pricing_assumptions??null)}),B(()=>(s(o),s(a)),()=>{R(l,s(o)&&s(a)?'<div><span class="k">formula:</span> <span class="v">saved = baseline - actual</span></div><div><span class="k">weights:</span> <span class="v">input\\xD71.0, cache_create\\xD71.25, cache_read\\xD70.10</span></div><div style="height:6px"></div>'+c("baseline",s(o).baseline_input_weighted,"(cache-aware: cacheable\\xD7weight + cold_tail)")+c("actual",s(o).actual_input_weighted,"(input + cc\\xD71.25 + cr\\xD70.10 from usage)")+c("saved",s(o).saved_input_tokens,'<span class="op">=</span> baseline - actual')+'<span class="src">output excluded - identical with/without compression</span>':"")}),B(()=>s(a),()=>{R(f,s(a)?s(a).input_per_mtok:0)}),B(()=>(s(o),s(a),s(f),Zn),()=>{R(u,s(o)&&s(a)?'<div><span class="k">formula:</span> <span class="v">$ saved = $</span> \\xD7 '+s(f)+'/Mtok</div><div style="height:6px"></div>'+c("saved_tokens",s(o).saved_input_tokens,"(cache-aware, input-side)")+c("saved_usd",\`$\${(s(o).saved_usd||0).toFixed(4)}\\xA0\`,'<span class="op">=</span> saved_tokens \\xD7 input_rate / 1e6')+\`<span class="src">source: \${Zn(s(a).source||"docs.anthropic.com pricing")}</span>\`:"")}),B(()=>(s(o),s(a)),()=>{R(p,s(o)&&s(a)?'<div><span class="k">formula:</span> <span class="v"> share_of_spend = saved / (all_actual_input + all_output \\xD7 '+(s(a).output_multiplier??5)+')</span></div><div><span class="k">why this denominator:</span> <span class="v">the question is "did pixelpipe move my real bill", not "did pixelpipe help on the slice it ran on". The denominator is every paid request \\u2014 compressed, passthrough, probe-failed \\u2014 so passthrough rows and flap-polluted turns count against the proxy the same way they count against the user.</span></div><div style="height:6px"></div>'+c("saved",s(o).saved_input_tokens,"(measured-rows numerator; cache-aware)")+c("all_actual_input",s(o).all_actual_input_weighted,"(every paid request, weighted)")+c("all_output \\xD7 "+(s(a).output_multiplier??5),s(o).all_output_weighted,"(every paid request, output \\xD7 "+(s(a).output_multiplier??5)+")")+c("all_spend_total",s(o).all_actual_input_weighted+s(o).all_output_weighted,'<span class="op">=</span> all_actual_input + all_output')+c("share_of_spend",(s(o).saved_pct_of_all_spend||0).toFixed(1)+"%",'<span class="op">=</span> saved / all_spend_total \\xD7 100')+c("all_usage_requests",s(o).all_usage_requests,"(denominator request count - compressed + passthrough + probe-failed)")+'<span class="src">measured numerator, all-rows denominator - no cherry-pick</span>':"")}),B(()=>(s(o),s(a)),()=>{R(d,s(o)&&s(a)?'<div><span class="k">formula:</span> <span class="v">token_equivalent = input + output \\xD7 '+(s(a).output_multiplier??5)+\`</span></div><div><span class="k">why:</span> <span class="v">matches Anthropic's per-Mtok price ratio ($\`+(s(a).input_per_mtok??5)+" input vs $"+(s(a).input_per_mtok??5)*(s(a).output_multiplier??5)+' output)</span></div><div style="height:6px"></div>'+c("actual_input",s(o).actual_input_weighted,"(weighted upstream usage)")+'<div><span class="k">+</span> <span class="v"><span class="op">=</span> raw output_tokens (already weighted)</span></div>'+c("actual_token_equivalent",s(o).actual_token_equivalent)+c("baseline_token_equivalent",s(o).baseline_token_equivalent,"(unproxied counterfactual, same  \\xD7 "+(s(a).output_multiplier??5)+" on output)")+'<div style="height:6px"></div><div><span class="k">measured vs billed:</span> <span class="v">we now SSE-tee response bodies + count text_delta / thinking_delta / tool_use chars so you can compare what we actually saw on the wire against output_tokens. 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This is what surfaced the May-2026 weekly-meter gap.</span></div><div style="height:6px"></div>'+c("events_with_measurement",s(o).events_with_measurement,"(events where SSE/JSON scanner produced char counts)")+c("measured_text_chars",s(o).measured_text_chars,"(content_block_delta \\xB7 text_delta + response content[].text)")+c("measured_thinking_chars",s(o).measured_thinking_chars,"(content_block_delta \\xB7 thinking_delta + response reasoning text)")+c("measured_tool_use_chars",s(o).measured_tool_use_chars,"(content_block_delta \\xB7 input_json_delta + tool_use blocks)")+c("measured_redacted_blocks",s(o).measured_redacted_block_count,"(opaque encrypted blocks - chars unavailable, billed but unmeasurable)")+'<span class="src">measured - no estimation</span>':"")}),je(),Le();var _=ql(),m=g(_),x=b(g(m),2),$=g(x,!0);h(x);var k=b(x,2),z=g(k);h(k),h(m);var L=b(m,2),H=b(g(L),2),S=g(H,!0);h(H);var w=b(H,4);{var M=ne=>{var re=Ml(),Ne=b(g(re),2);Pr(Ne,()=>s(l),!0),h(Ne),h(re),D(ne,re)};ue(w,ne=>{s(o)&&s(a)&&ne(M)})}h(L);var W=b(L,2),Q=b(g(W),2),ee=g(Q);h(Q);var U=b(Q,4);{var oe=ne=>{var re=Ll(),Ne=b(g(re),2);Pr(Ne,()=>s(u),!0),h(Ne),h(re),D(ne,re)};ue(U,ne=>{s(o)&&s(a)&&ne(oe)})}h(W);var j=b(W,2),le=b(g(j),2);let Ze;var rr=g(le);h(le);var mt=b(le,2),He=g(mt);h(mt);var Ge=b(mt,2);{var Tt=ne=>{var re=Fl(),Ne=b(g(re),2);Pr(Ne,()=>s(p),!0),h(Ne),h(re),D(ne,re)};ue(Ge,ne=>{s(o)&&s(a)&&ne(Tt)})}h(j);var Ft=b(j,2),Je=b(g(Ft),2),ft=g(Je,!0);h(Je);var $r=b(Je,4);{var Jn=ne=>{var re=Pl(),Ne=b(g(re),2);Pr(Ne,()=>s(d),!0),h(Ne),h(re),D(ne,re)};ue($r,ne=>{s(o)&&s(a)&&ne(Jn)})}h(Ft),h(_),X((ne,re,Ne,nr,pn,Qn,zr)=>{C($,ne),C(z,\`\\u2014 \${re??""} compressed\`),C(S,Ne),C(ee,\`$ \${nr??""}\`),Ze=Lt(le,1,"value svelte-rhs7qr",null,Ze,{pos:(s(o)?.saved_pct_of_all_spend??0)>=0,neg:(s(o)?.saved_pct_of_all_spend??0)<0}),C(rr,\`\${pn??""}%\`),C(He,\`\\xF7 all paid requests (\${Qn??""} req \\xB7 compressed + passthrough + probe-failed) \\xB7 negative = pixelpipe added cost\`),C(ft,zr)},[()=>(Y(A),s(o),y(()=>A(s(o)?.requests))),()=>(Y(A),s(o),y(()=>A(s(o)?.compressed_requests))),()=>(Y(A),s(o),y(()=>A(s(o)?.saved_input_tokens))),()=>(s(o),y(()=>(s(o)?.saved_usd??0).toFixed(2))),()=>(s(o),y(()=>(s(o)?.saved_pct_of_all_spend??0).toFixed(1))),()=>(Y(A),s(o),y(()=>A(s(o)?.all_usage_requests))),()=>(Y(A),s(o),y(()=>A(s(o)?.actual_token_equivalent)))]),D(e,_),_e(),i()}var Bl=P('<button class="view-btn svelte-hn7ohq">view</button>'),Yl=P('<span class="muted svelte-hn7ohq">-</span>'),Hl=P('<tr class="svelte-hn7ohq"><td class="svelte-hn7ohq"> </td><td> </td><td class="small svelte-hn7ohq"> </td><td class="num svelte-hn7ohq"> </td><td class="num svelte-hn7ohq"> </td><td class="num svelte-hn7ohq"> </td><td class="num svelte-hn7ohq"> </td><td class="num pos svelte-hn7ohq"> </td><td class="num svelte-hn7ohq"><!></td></tr>'),Vl=P('<tr class="svelte-hn7ohq"><td colspan="9" class="small svelte-hn7ohq" style="color:#6e7681">no requests yet</td></tr>'),Ul=P('<table class="svelte-hn7ohq"><thead><tr><th class="svelte-hn7ohq">#</th><th class="num svelte-hn7ohq">status</th><th class="svelte-hn7ohq">path</th><th class="num svelte-hn7ohq">cc</th><th class="num svelte-hn7ohq">cr</th><th class="num svelte-hn7ohq">baseline</th><th class="num svelte-hn7ohq">actual</th><th class="num svelte-hn7ohq">saved</th><th class="num svelte-hn7ohq">img</th></tr></thead><tbody></tbody></table>'),jl={hash:"svelte-hn7ohq",code:\`table.svelte-hn7ohq {width:100%;border-collapse:collapse;font-size:12px;}th.svelte-hn7ohq {text-align:left;color:#6e7681;font-weight:500;padding:6px 8px;border-bottom:1px solid #30363d;}td.svelte-hn7ohq {padding:6px 8px;border-bottom:1px solid #21262d;font-variant-numeric:tabular-nums;}tr.svelte-hn7ohq:last-child td:where(.svelte-hn7ohq) {border-bottom:none;}th.num.svelte-hn7ohq,
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+    transforms.</div>\`),uf=P('<!> <div class="toggle-wrap svelte-1mocmsr"><button class="toggle svelte-1mocmsr" type="button"> </button> <span class="hint svelte-1mocmsr">runtime kill switch \\xB7 not persisted across restart</span></div>',1),df={hash:"svelte-1mocmsr",code:".banner.svelte-1mocmsr {display:inline-block;margin:8px 0;padding:10px 14px;background:#21262d;border:1px solid #f85149;border-radius:6px;color:#f85149;font-size:12px;}.toggle-wrap.svelte-1mocmsr {margin-bottom:14px;display:flex;align-items:center;gap:10px;}.toggle.svelte-1mocmsr {background:#21262d;color:#c9d1d9;border:1px solid #30363d;padding:6px 12px;cursor:pointer;border-radius:6px;font:inherit;font-size:12px;}.toggle.svelte-1mocmsr:disabled {opacity:0.5;cursor:wait;}.hint.svelte-1mocmsr {color:#6e7681;font-size:11px;}"};function ri(e,t){pe(t,!1),Me(e,df);let r=()=>Ee(gr,"$recent",n),[n,i]=De(),o=F(),a=F(!1);async function l(){if(s(a))return;let m=!s(o);if(!(!m&&!window.confirm(\`Disable compression?
 
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   /* Match the legacy dashboard 1:1 \\u2014 same fonts, colors, spacing. The page
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       BlinkMacSystemFont,
@@ -86,5 +86,5 @@ https://svelte.dev/e/state_proxy_unmount\`,St,At):console.warn("https://svelte.d
     50% {
       opacity: 0.4;
     }
-  }\`};function oi(e,t){pe(t,!1),Me(e,hf);let r=()=>Ee(qr,"$stats",n),[n,i]=De(),o=L();function a(w){w=Math.floor(w);let M=Math.floor(w/3600),W=Math.floor(w%3600/60),Q=w%60;return(M?M+"h ":"")+(W||M?W+"m ":"")+Q+"s"}B(()=>r(),()=>{R(o,r().data?\`port \${location.port||"80"}  \\xB7  uptime \${a(r().data.uptime_sec)}  \\xB7  live\`:r().error?"proxy unreachable":"connecting...")}),je(),Fe();var l=mf(),f=b(Xe(l),2),u=g(f,!0);h(f);var p=b(f,2);ri(p,{});var d=b(p,2);Zo(d,{});var c=b(d,2),_=g(c),m=b(g(_),2);Jo(m,{}),h(_);var x=b(_,2),$=b(g(x),2);Qo($,{}),h(x),h(c);var k=b(c,2),z=b(g(k),2);ei(z,{}),h(k);var F=b(k,2),Y=b(g(F),2);ti(Y,{}),h(F);var S=b(F,2);ni(S,{}),X(()=>C(u,s(o))),D(e,l),_e(),i()}var Xs=document.getElementById("app");Xs?Lr(oi,{target:Xs}):document.body.textContent="pixelpipe dashboard: mount target #app missing";})();
+  }\`};function oi(e,t){pe(t,!1),Me(e,hf);let r=()=>Ee(qr,"$stats",n),[n,i]=De(),o=F();function a(w){w=Math.floor(w);let M=Math.floor(w/3600),W=Math.floor(w%3600/60),Q=w%60;return(M?M+"h ":"")+(W||M?W+"m ":"")+Q+"s"}B(()=>r(),()=>{R(o,r().data?\`port \${location.port||"80"}  \\xB7  uptime \${a(r().data.uptime_sec)}  \\xB7  live\`:r().error?"proxy unreachable":"connecting...")}),je(),Le();var l=mf(),f=b(Xe(l),2),u=g(f,!0);h(f);var p=b(f,2);ri(p,{});var d=b(p,2);Zo(d,{});var c=b(d,2),_=g(c),m=b(g(_),2);Jo(m,{}),h(_);var x=b(_,2),$=b(g(x),2);Qo($,{}),h(x),h(c);var k=b(c,2),z=b(g(k),2);ei(z,{}),h(k);var L=b(k,2),H=b(g(L),2);ti(H,{}),h(L);var S=b(L,2);ni(S,{}),X(()=>C(u,s(o))),D(e,l),_e(),i()}var Xs=document.getElementById("app");Xs?Fr(oi,{target:Xs}):document.body.textContent="pixelpipe dashboard: mount target #app missing";})();
 `;
diff --git a/src/dashboard.ts b/src/dashboard.ts
index a3afb5a..fcad5c1 100644
--- a/src/dashboard.ts
+++ b/src/dashboard.ts
@@ -159,6 +159,23 @@ interface Totals {
    *  doesn't touch output). Without this the headline ignores half the
    *  bill on output-heavy sessions. */
   outputWeighted: number;
+  /** Sum of weighted actual input tokens across ALL requests that had a
+   *  usage block, regardless of whether the probe succeeded — i.e. every
+   *  request the user actually paid for, measured or not, transformed or
+   *  passthrough. Forms the honest denominator for "share of total spend
+   *  saved": you can only credit savings against the slice where pixelpipe
+   *  ran AND we measured, but you have to divide by the full bill (passthrough
+   *  + probe-failed + unmeasured + measured) to answer "did pixelpipe move
+   *  my real bill" instead of "did pixelpipe help on rows where it ran". */
+  allActualInputWeighted: number;
+  /** Sum of output_tokens × OUTPUT_TOKEN_RATE across the same all-rows set
+   *  as allActualInputWeighted. Output is on both sides of the savings ratio
+   *  at its actual 5× rate; numerator stays measured-rows-only because saved
+   *  cancels output (proxy doesn't touch it). */
+  allOutputWeighted: number;
+  /** Count of requests that contributed to allActualInputWeighted (had a
+   *  usage block). Lets the UI annotate "N of M paid requests". */
+  allUsageRequests: number;
   /** Sum of ground-truth output character counts from the SSE/JSON scanner
    *  (see `OutputMeasurement` in proxy.ts). These three accumulators are
    *  independent of Anthropic's `usage.output_tokens` — they let the operator
@@ -226,6 +243,9 @@ export class DashboardState {
     actualInputWeighted: 0,
     baselineInputWeighted: 0,
     outputWeighted: 0,
+    allActualInputWeighted: 0,
+    allOutputWeighted: 0,
+    allUsageRequests: 0,
     textCharsMeasured: 0,
     thinkingCharsMeasured: 0,
     toolUseCharsMeasured: 0,
@@ -377,6 +397,15 @@ export class DashboardState {
       this.totals.actualInputWeighted += actualInputEff;
       this.totals.outputWeighted += outputEquiv;
     }
+    // All-rows spend, ungated on the probe. The "share of total bill saved"
+    // headline divides measured-rows savings into this, so passthrough rows,
+    // probe-failed rows, and uncompressed rows all dilute the headline the
+    // same way they dilute the user's real bill.
+    if (haveUsage) {
+      this.totals.allActualInputWeighted += actualInputEff;
+      this.totals.allOutputWeighted += outputEquiv;
+      this.totals.allUsageRequests += 1;
+    }
 
     // Measurement totals are independent of usage/baseline gating — they
     // accumulate whenever the scanner produced numbers. The scanner sets
@@ -505,6 +534,18 @@ export class DashboardState {
     const baselineTotal = baseline + output;
     const actualTotal = actual + output;
     const pctTotal = baselineTotal > 0 ? (saved / baselineTotal) * 100 : 0;
+
+    // Share-of-all-spend: honest denominator. The numerator can only credit
+    // savings against rows where we have a probe baseline (otherwise it's
+    // estimation), but the denominator MUST include every request the user
+    // actually paid for — including passthrough rows, probe-failed rows,
+    // and untransformed turns the gate said no to. Otherwise the headline
+    // answers "did pixelpipe help on the rows where it ran" instead of
+    // "did pixelpipe move my real bill". The first is a cherry-pick.
+    const allActual = this.totals.allActualInputWeighted;
+    const allOutput = this.totals.allOutputWeighted;
+    const allSpend = allActual + allOutput;
+    const pctAllSpend = allSpend > 0 ? (saved / allSpend) * 100 : 0;
     const uptimeSec = Date.now() / 1000 - this.totals.startedAt;
     const payload = {
       requests: this.totals.requests,
@@ -517,6 +558,15 @@ export class DashboardState {
       saved_pct: round1(pctInput),
       saved_pct_input_only: round1(pctInput),
       saved_pct_of_total_bill: round1(pctTotal),
+      // Honest "share of total bill saved" — measured-rows numerator over
+      // ALL paid requests in the denominator (compressed + passthrough +
+      // probe-failed). This is the number users actually want when they
+      // ask "is pixelpipe helping". Negative when flap-pollution from
+      // passthrough turns exceeds the collapse win on measured turns.
+      saved_pct_of_all_spend: round1(pctAllSpend),
+      all_actual_input_weighted: Math.round(allActual),
+      all_output_weighted: Math.round(allOutput),
+      all_usage_requests: this.totals.allUsageRequests,
       saved_usd: round4((saved * ASSUMED_INPUT_USD_PER_MTOK) / 1e6),
       output_weighted: Math.round(output),
       baseline_token_equivalent: Math.round(baselineTotal),
diff --git a/src/dashboard/components/StatsHeader.svelte b/src/dashboard/components/StatsHeader.svelte
index ee05035..d3967c1 100644
--- a/src/dashboard/components/StatsHeader.svelte
+++ b/src/dashboard/components/StatsHeader.svelte
@@ -53,35 +53,37 @@
 
   $: pctMath = s && pa
     ? `<div><span class="k">formula:</span> <span class="v">` +
-      ` share_of_bill = saved / (baseline_input + output × ` +
+      ` share_of_spend = saved / (all_actual_input + all_output × ` +
       (pa.output_multiplier ?? 5) +
       `)</span></div>` +
-      `<div><span class="k">why include output:</span> <span class="v">` +
-      `Anthropic's weekly meter counts input + output × 5, the proxy only moves input</span></div>` +
+      `<div><span class="k">why this denominator:</span> <span class="v">` +
+      `the question is "did pixelpipe move my real bill", not "did pixelpipe help on the slice it ran on". ` +
+      `The denominator is every paid request — compressed, passthrough, probe-failed — so passthrough rows ` +
+      `and flap-polluted turns count against the proxy the same way they count against the user.</span></div>` +
       `<div style="height:6px"></div>` +
-      row('saved', s.saved_input_tokens, '(input savings - proxy doesn\'t touch output)') +
-      row('baseline_input', s.baseline_input_weighted, '(cache-aware counterfactual)') +
+      row('saved', s.saved_input_tokens, '(measured-rows numerator; cache-aware)') +
+      row('all_actual_input', s.all_actual_input_weighted, '(every paid request, weighted)') +
       row(
-        'output',
-        ` × ` + (pa.output_multiplier ?? 5),
-        s.output_weighted + ' (weighted output tokens)',
+        'all_output × ' + (pa.output_multiplier ?? 5),
+        s.all_output_weighted,
+        '(every paid request, output × ' + (pa.output_multiplier ?? 5) + ')',
       ) +
       row(
-        'baseline_total',
-        s.baseline_input_weighted + s.output_weighted,
-        `<span class="op">=</span> baseline_input + output`,
+        'all_spend_total',
+        s.all_actual_input_weighted + s.all_output_weighted,
+        `<span class="op">=</span> all_actual_input + all_output`,
       ) +
       row(
-        'share_of_bill',
-        (s.saved_pct_of_total_bill || 0).toFixed(1) + '%',
-        `<span class="op">=</span> saved / baseline_total × 100`,
+        'share_of_spend',
+        (s.saved_pct_of_all_spend || 0).toFixed(1) + '%',
+        `<span class="op">=</span> saved / all_spend_total × 100`,
       ) +
       row(
-        'input-only %',
-        (s.saved_pct_input_only || 0).toFixed(1) + '%',
-        '(sub-line: saved / baseline_input × 100 - output excluded)',
+        'all_usage_requests',
+        s.all_usage_requests,
+        '(denominator request count - compressed + passthrough + probe-failed)',
       ) +
-      `<span class="src">measured - no estimation</span>`
+      `<span class="src">measured numerator, all-rows denominator - no cherry-pick</span>`
     : '';
 
   $: tokeqMath = s && pa
@@ -171,11 +173,10 @@
     {/if}
   </div>
   <div class="card">
-    <div class="label">share of total bill saved</div>
-    <div class="value pos">{(s?.saved_pct_of_total_bill ?? 0).toFixed(1)}%</div>
+    <div class="label">share of spend saved</div>
+    <div class="value" class:pos={(s?.saved_pct_of_all_spend ?? 0) >= 0} class:neg={(s?.saved_pct_of_all_spend ?? 0) < 0}>{(s?.saved_pct_of_all_spend ?? 0).toFixed(1)}%</div>
     <div class="small">
-      ÷ (input + 5×output) - output billed at 5× input rate · input-only:
-      <span class="pos">{(s?.saved_pct_input_only ?? 0).toFixed(1)}%</span>
+      ÷ all paid requests ({numFmt(s?.all_usage_requests)} req · compressed + passthrough + probe-failed) · negative = pixelpipe added cost
     </div>
     {#if s && pa}
       <details class="math">
@@ -236,6 +237,9 @@
   .value.pos {
     color: #3fb950;
   }
+  .value.neg {
+    color: #f85149;
+  }
   .small {
     font-size: 11px;
     color: #6e7681;
diff --git a/src/dashboard/types.ts b/src/dashboard/types.ts
index f240bf5..eced251 100644
--- a/src/dashboard/types.ts
+++ b/src/dashboard/types.ts
@@ -15,7 +15,15 @@ export interface StatsPayload {
   /** Back-compat duplicate of `saved_pct_input_only`. */
   saved_pct: number;
   saved_pct_input_only: number;
+  /** DEPRECATED — denominator was filtered to measured-rows-only, which
+   *  cherry-picks the wins. Kept on the wire for back-compat. */
   saved_pct_of_total_bill: number;
+  /** Honest "share of total bill saved": measured-rows savings ÷ ALL paid
+   *  requests in the window (compressed + passthrough + probe-failed). */
+  saved_pct_of_all_spend: number;
+  all_actual_input_weighted: number;
+  all_output_weighted: number;
+  all_usage_requests: number;
   saved_usd: number;
   output_weighted: number;
   baseline_token_equivalent: number;