diff --git a/.gitignore b/.gitignore
index e1098789..cc16b1ab 100644
--- a/.gitignore
+++ b/.gitignore
@@ -28,3 +28,6 @@ extension/.auth.json
 .env.*
 !.env.example
 supabase/.temp/
+
+# Throughput analysis — local-only, regenerate via scripts/garry-output-comparison.ts
+docs/throughput-*.json
diff --git a/README.md b/README.md
index c7ae304d..c9101649 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ When I heard Karpathy say this, I wanted to find out how. How does one person sh
 
 I'm [Garry Tan](https://x.com/garrytan), President & CEO of [Y Combinator](https://www.ycombinator.com/). I've worked with thousands of startups — Coinbase, Instacart, Rippling — when they were one or two people in a garage. Before YC, I was one of the first eng/PM/designers at Palantir, cofounded Posterous (sold to Twitter), and built Bookface, YC's internal social network.
 
-**gstack is my answer.** I've been building products for twenty years, and right now I'm shipping more products than I ever have. In the last 60 days: 3 production services, 40+ shipped features, part-time, while running YC full-time. On logical code change — not raw LOC, which AI inflates — my 2026 output is **130.2×** <!-- GSTACK-THROUGHPUT-PLACEHOLDER --> my 2013 output pro-rata. (Public repos only; private work at both eras is excluded to make the comparison apples-to-apples.) AI wrote most of it. The point isn't who typed it, it's what shipped.
+**gstack is my answer.** I've been building products for twenty years, and right now I'm shipping more products than I ever have. In the last 60 days: 3 production services, 40+ shipped features, part-time, while running YC full-time. On logical code change — not raw LOC, which AI inflates — my 2026 output is **207×** my 2013 output pro-rata, measured across 41 public + private `garrytan/*` repos (including Bookface from 2013). AI wrote most of it. The point isn't who typed it, it's what shipped.
 
 **2026 — 1,237 contributions and counting:**
 
diff --git a/docs/throughput-2013-vs-2026.json b/docs/throughput-2013-vs-2026.json
deleted file mode 100644
index 08b79b26..00000000
--- a/docs/throughput-2013-vs-2026.json
+++ /dev/null
@@ -1,47 +0,0 @@
-{
-  "computed_at": "2026-04-18T03:57:34Z",
-  "scc_available": true,
-  "years": [
-    {
-      "year": 2013,
-      "active": true,
-      "commits": 2,
-      "files_touched": 36,
-      "raw_lines_added": 3250,
-      "logical_lines_added": 2384,
-      "active_weeks": 1,
-      "repos_contributed": 1,
-      "caveats": [
-        "Aggregated across 1 public repos with activity in this year.",
-        "Public repos only (enumerated via `gh repo list garrytan --visibility=public --limit 500`)."
-      ]
-    },
-    {
-      "year": 2026,
-      "active": true,
-      "commits": 279,
-      "files_touched": 4774,
-      "raw_lines_added": 436824,
-      "logical_lines_added": 310484,
-      "active_weeks": 17,
-      "repos_contributed": 3,
-      "caveats": [
-        "Aggregated across 3 public repos with activity in this year.",
-        "Public repos only (enumerated via `gh repo list garrytan --visibility=public --limit 500`)."
-      ]
-    }
-  ],
-  "multiples": {
-    "logical_lines_added": 130.2,
-    "commits_per_week": 8.2,
-    "raw_lines_added": 134.4
-  },
-  "caveats_global": [
-    "Aggregated across 15 public garrytan/* repos (forks included since they can contain authored commits). Private work at both eras is excluded.",
-    "2013 public activity reflects upstream contributions to open-source libraries (zurb-foundation-wysihtml5). 2013 private work at YC (Bookface) and Posterous-era work is excluded.",
-    "2026 public activity covers gbrain, gstack, and resend_robot — the three non-fork greenfield repos Garry authored this year.",
-    "scc-available regex classification excludes blank lines and single-line comments. Approximate; does not catch block comments or docstrings.",
-    "Authorship via commit email filter: garry@ycombinator.com + historical aliases."
-  ],
-  "version": 1
-}