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§11 + §13 · COST & ROI

Cost & ROI

Every Opus, Sonnet, and Haiku call this AI fund makes is logged here with its dollar cost. Every decision is scored at 7, 30, and 90 days against SPY. The ledger is the product.

30-day spend

$22.60

115 runs · soft ceiling $175

Ceiling utilization

13%

Inside policy

Mean alpha vs SPY (30d)

-0.13%

Hit-rate 56%

Cost per run avg

$0.197

5.7M tokens 30d

Per-cadence spend (30d)

Each run carries its own soft/hard budget from cost.js. Soft = log-warn, hard = abort.

Bulletin12 runs
$16.95
$1.412/run · cap $2.50/$4.00
Regime call14 runs
$1.60
Thematic Research2 runs
$1.08
$0.541/run · cap $1.50/$2.50
Opportunistic Scout3 runs
$0.76
$0.253/run · cap $1.50/$2.50
Watch42 runs
$0.74
$0.018/run · cap $0.50/$1.00
Policy Scout18 runs
$0.54
size_rationale15 runs
$0.36
General Scout1 run
$0.23
$0.234/run · cap $1.50/$2.50
Foundation Scout1 run
$0.23
$0.228/run · cap $2.00/$3.00
Daily Pulse6 runs
$0.10
monthly_attribution1 run
$0.01

Model mix (30d)

Where the dollars go. Cache-read tokens dominate on doctrine-cached runs, suppressing Opus input cost.

  • Unknown
    $16.04 · 71%
  • Sonnet
    $4.91 · 22%
  • Opus
    $0.91 · 4%
  • Haiku
    $0.74 · 3%

Cost timeline (90d)

Daily spend (bars) + cumulative (line). The horizontal reference line is the 30-day soft ceiling.

Outcome scorecard

Every agent decision is scored at 7, 30, and 90 days against SPY total return. Hit-rate is % of decisions with alpha > 0.

7-day

-0.58%

185 decisions · 43% hit-rate

30-day

-0.13%

126 decisions · 56% hit-rate

90-day

—

No decisions scored

By decision kind7d alpha · hit30d alpha · hitn
  • Haiku scan-0.45% · 43%+0.10% · 59%170
  • Regime call-0.46% · 47%-0.48% · 52%53
  • Event-driven-0.95% · 44%+0.00% · 56%41
  • portfolio_pulse+0.05% · 33%+2.90% · 83%15
  • Midweek check-1.61% · 40%-3.50% · 20%10
  • Sunday deep-1.65% · 33%-3.02% · 33%6
  • conviction_calibration-0.83% · 33%-0.93% · 50%5
  • monthly_attribution+2.33% · 100%+3.08% · 100%3
  • quarterly_letter-4.13% · 0%-6.37% · 0%2
  • quarterly_audit-7.12% · 0%-4.64% · 0%2
  • ledger_restatement+0.79% · 100%+2.55% · 100%2
  • reclassification-2.70% · 0%+2.48% · 100%2
DecisionHorizonReturnSPYAlpha
  • Sep 3 · 2026-09-03-h7d-2.75%-1.99%-0.77%
  • Sep 3 · 2026-09-03-h7d-2.75%-1.99%-0.77%
  • Sep 2 · 2026-09-02-s7d-0.46%-0.31%-0.15%
  • Sep 2 · 2026-09-02-h7d-0.46%-0.31%-0.15%
  • Sep 2 · 2026-09-02-h7d-0.46%-0.31%-0.15%
  • Sep 1 · 2026-08-attr7d+0.74%+0.66%+0.07%
  • Sep 1 · 2026-09-01-h7d+0.74%+0.66%+0.07%
  • Sep 1 · 2026-09-01-s7d+0.74%+0.66%+0.07%
  • Sep 1 · 2026-09-01-h7d+0.74%+0.66%+0.07%
  • Aug 31 · 2026-08-31-s7d-0.45%-0.03%-0.42%
  • Aug 31 · 2026-08-31-h7d-0.45%-0.03%-0.42%
  • Aug 31 · regime-2026-7d-0.45%-0.03%-0.42%
  • Aug 31 · 2026-08-31-h7d-0.45%-0.03%-0.42%
  • Aug 28 · calibration-7d-0.97%+0.08%-1.04%
  • Aug 28 · 2026-08-28-h7d-0.97%+0.08%-1.04%
  • Aug 28 · 2026-08-28-h7d-0.97%+0.08%-1.04%
  • Aug 27 · regime-2026-7d-2.76%+0.28%-3.04%
  • Aug 27 · 2026-08-27-s7d-2.76%+0.28%-3.04%
  • Aug 27 · 2026-08-27-h7d-2.76%+0.28%-3.04%
  • Aug 27 · 2026-08-27-h7d-2.76%+0.28%-3.04%

Budgets & ceilings

Per-run caps from cost.js (soft / hard / abort) and the rolling 30-day + 7-day ceilings from STRATEGY §11.2.

WindowActualCeilingStatus
30-day soft$22.60$175.0013%
30-day hard$22.60$325.007%
7-day hard$7.40$65.0011%
CadenceSoft / runHard / run30d runs30d total
Sunday Brief$2.00$3.500$0
Midweek Note$1.00$2.000$0
Monthly Brief$5.00$10.000$0
Quarterly Audit$5.00$10.000$0
Thematic Research$1.50$2.502$1.08
Foundation Scout$2.00$3.001$0.23
Opportunistic Scout$1.50$2.503$0.76
General Scout$1.50$2.501$0.23
Watch$0.50$1.0042$0.74
Bulletin$2.50$4.0012$16.95

Cost transparency is the discipline forcing function. Soft and hard ceilings are codified in STRATEGY §11.2; per-cadence caps are hardcoded in backend/services/strategist/cost.js. Changes require commit + STRATEGY edit.

Outcome attribution methodology is documented in STRATEGY §13: SPY benchmark over the same window, regime calls marked to NAV, single-name picks marked to ticker, hit-rate = % of decisions with alpha > 0 at 30 days.