diff --git a/FINDINGS.md b/FINDINGS.md
index 43ac686..23914e1 100644
--- a/FINDINGS.md
+++ b/FINDINGS.md
@@ -7,7 +7,7 @@ loop, on a fixed, well-specified task.
   cold-verifiable Definition-of-Done gates. Deliberately offline and deterministic so it stresses the
   *protocol*, not infrastructure.
 - **How:** each variant run autonomously to `SEQUENCE-COMPLETE` via the real harness (`agents.py up`
-  — Builder + Adversary loop pair + watchdog), **5 runs each** (N=5; `deferred` N=3, finalizing).
+  — Builder + Adversary loop pair + watchdog), **5 runs each** (N=5).
   Both loops on **claude-sonnet-4-6**. Tokens summed from each loop's Claude Code session
   transcripts. The deliverable is behaviorally identical across all variants (verified on a
   24-expression probe), so this compares like-for-like.
@@ -28,7 +28,7 @@ loop, on a fixed, well-specified task.
 (stateless/lean/deferred are all built on the *full original* prompts, so they isolate their one
 change without the minimal-prompt confound.)
 
-## Headline results — median tokens (5 runs each; deferred N=3)
+## Headline results — median tokens (5 runs each)
 
 | variant | adversary verifies… | median tokens | vs orig | commits | LOC |
 |---|---|--:|--:|--:|--:|
@@ -36,7 +36,7 @@ change without the minimal-prompt confound.)
 | **min** | per phase *(minimal prompts)* | 9.77M | −25% | 15 | 367 |
 | **stateless** | per phase *(+context hygiene)* | 10.12M | −22% | 14 | 400 |
 | **orig** | per **phase** | 13.04M | — | 14 | 449 |
-| **deferred** | once, after **whole build** | 13.37M | +3% | 10 | 425 |
+| **deferred** | once, after **whole build** | 12.89M | −1% | 12 | 425 |
 | **lean** | per **gate** | 13.41M | +3% | 28 | 390 |
 
 ## The two big findings
@@ -116,5 +116,5 @@ process intensity.
 _Artifacts in this repo: `FINDINGS.md` (this summary), `RESULTS-campaign.md` (per-variant stats +
 ratios + full raw table), `RESULTS-campaign.md.data` (raw rows), `analyze.py` (regenerates the
 analysis), `run-harness-bench.sh` / `run-solo-bench.sh` (the runners), `plans/calc/` (the task), and
-the six `engine/examples/builder-adversary*` variants. `deferred` is N=3 here and is being finalized
-to N=5; its median is stable (spread 1.19×)._
+the six `engine/examples/builder-adversary*` variants. All variants are N=5 (two `deferred` and the
+`min`/`lean` wedge/limit failures excluded; see RESULTS for the raw rows)._
diff --git a/RESULTS-campaign.md b/RESULTS-campaign.md
index 77d8475..dcdf226 100644
--- a/RESULTS-campaign.md
+++ b/RESULTS-campaign.md
@@ -1,6 +1,6 @@
 # Full-harness benchmark — campaign analysis
 
-Real `agents.py up` Builder/Adversary loop pair + watchdog through the 3-phase calculator to SEQUENCE-COMPLETE. Both loops on Sonnet. Tokens summed from each loop's session transcript; commits = work-repo commit count; LOC = non-blank `calc/*.py` lines (code + tests). 28 successful runs of 30 total.
+Real `agents.py up` Builder/Adversary loop pair + watchdog through the 3-phase calculator to SEQUENCE-COMPLETE. Both loops on Sonnet. Tokens summed from each loop's session transcript; commits = work-repo commit count; LOC = non-blank `calc/*.py` lines (code + tests). 30 successful runs of 33 total.
 
 ## Per-variant total tokens (successful runs)
 
@@ -11,7 +11,7 @@ Real `agents.py up` Builder/Adversary loop pair + watchdog through the 3-phase c
 | builder-adversary-stateless | 5/5 | 10,122,375 | 10,735,401 | 9,992,834 | 13,009,792 | 1.30x |
 | builder-adversary-lean | 5/6 | 13,409,349 | 13,216,582 | 12,101,355 | 13,815,595 | 1.14x |
 | builder-solo | 5/5 | 2,773,634 | 2,744,840 | 2,417,528 | 2,948,467 | 1.22x |
-| builder-adversary-deferred | 3/3 | 13,366,800 | 13,863,041 | 12,888,082 | 15,334,242 | 1.19x |
+| builder-adversary-deferred | 5/6 | 12,888,082 | 12,410,637 | 9,610,923 | 15,334,242 | 1.60x |
 
 ## Efficiency ratios — min / median / max (successful runs)
 
@@ -24,8 +24,8 @@ tokens/sec excludes runs flagged `LIMIT` (a usage-limit pause inflates duration
 | builder-adversary-stateless | 21,802 / 27,799 / 30,861 | 10,544 / 11,620 / 12,755 | 697,172 / 765,282 / 778,644 |
 | builder-adversary-lean | 28,077 / 33,238 / 38,966 | 12,416 / 13,523 / 14,403 | 432,191 / 478,905 / 575,650 |
 | builder-solo | 6,029 / 6,611 / 6,969 | 6,542 / 6,715 / 7,020 | 392,494 / 483,506 / 737,117 |
-| builder-adversary-deferred | 31,451 / 33,827 / 34,537 | 12,170 / 13,105 / 15,343 | 1,277,854 / 1,336,680 / 1,841,155 |
-| **all** | 6,029 / 29,024 / 38,966 | 6,542 / 12,170 / 15,814 | 392,494 / 705,228 / 1,841,155 |
+| builder-adversary-deferred | 20,107 / 31,451 / 34,537 | 12,170 / 13,349 / 15,343 | 739,302 / 1,277,854 / 1,841,155 |
+| **all** | 6,029 / 28,410 / 38,966 | 6,542 / 12,416 / 15,814 | 392,494 / 716,723 / 1,841,155 |
 
 ## Per-variant medians (commits / LOC / duration)
 
@@ -36,15 +36,15 @@ tokens/sec excludes runs flagged `LIMIT` (a usage-limit pause inflates duration
 | builder-adversary-stateless | 14 | 400 | 900 |
 | builder-adversary-lean | 28 | 390 | 960 |
 | builder-solo | 5 | 426 | 420 |
-| builder-adversary-deferred | 10 | 425 | 1020 |
+| builder-adversary-deferred | 12 | 425 | 840 |
 
-## Correlations with total tokens (pooled, n=28)
+## Correlations with total tokens (pooled, n=30)
 
 | tokens vs | Pearson r |
 |---|--:|
 | duration | +0.83 |
-| commits | +0.65 |
-| LOC | +0.01 |
+| commits | +0.64 |
+| LOC | -0.00 |
 
 ## All runs (raw)
 
@@ -80,5 +80,8 @@ tokens/sec excludes runs flagged `LIMIT` (a usage-limit pause inflates duration
 | builder-adversary-deferred | 1 | YES |  | 13,366,800 | 1020 | 10 | 425 | 31,451 | 13,105 | 1,336,680 |
 | builder-adversary-deferred | 2 | YES |  | 12,888,082 | 840 | 7 | 381 | 33,827 | 15,343 | 1,841,155 |
 | builder-adversary-deferred | 3 | YES |  | 15,334,242 | 1260 | 12 | 444 | 34,537 | 12,170 | 1,277,854 |
+| builder-adversary-deferred | 4 | NO |  | 8,536,729 | 2700 | 6 | 146 | 58,471 | 3,162 | 1,422,788 |
+| builder-adversary-deferred | 5 | YES |  | 9,610,923 | 720 | 13 | 478 | 20,107 | 13,349 | 739,302 |
+| builder-adversary-deferred | 1 | YES |  | 10,853,138 | 780 | 12 | 421 | 25,779 | 13,914 | 904,428 |
 
 _Stats over successful runs. `LIMIT` = the run hit a usage-limit pause (duration/tok-sec distorted, token total fine). Repos kept under the run root for analysis._
diff --git a/RESULTS-campaign.md.data b/RESULTS-campaign.md.data
index 9beb80e..15fc486 100644
--- a/RESULTS-campaign.md.data
+++ b/RESULTS-campaign.md.data
@@ -29,3 +29,5 @@ builder-adversary-deferred	1	YES	7375559	5991241	13366800	1020	10	425
 builder-adversary-deferred	2	YES	7803666	5084416	12888082	840	7	381
 builder-adversary-deferred	3	YES	8034336	7299906	15334242	1260	12	444
 builder-adversary-deferred	4	NO	4589433	3947296	8536729	2700	6	146
+builder-adversary-deferred	5	YES	5294341	4316582	9610923	720	13	478
+builder-adversary-deferred	1	YES	5968601	4884537	10853138	780	12	421