The job
Classify what these files establish: results paper, protocol or design paper, meeting abstract, pooled or secondary analysis, registry posting only, or nothing established.
Score sheet · list-price scenario, not an invoice
Twelve frozen trial files. Same model. No live search. Not a parent with subagents: one window versus three specialists, a software merge that keeps disagreements, and a checker who cannot open the files. Quality cannot be decided on one extra correct case in twelve. Extra calls did not earn their keep on packets this size.
Classify what these files establish: results paper, protocol or design paper, meeting abstract, pooled or secondary analysis, registry posting only, or nothing established.
A: one agent sees all three dumps and self-checks. B: one specialist per dump, software keeps disagreements, a checker who cannot open the files. Not a parent with subagents.
The files do not fit in one window, the jobs are independent, or the checker must not see the raw files. A nicer diagram is not that name.
Orange rows need a closer look. Those IDs jump down the page. Other IDs are current ClinicalTrials.gov pages, not the scored dumps.
Full results: results paper on this trial Protocol / design: protocol or design paper Meeting abstract: conference write-up only Pooled / secondary: pooled, meta, or post-hoc, not the primary results paper under the locked key Registry only: numbers posted on the registry, no paper Nothing established: these files do not establish an eligible write-up
| Trial | Locked key | One agent | Four-call graph | Match? |
|---|---|---|---|---|
| NCT01862536 | Protocol / design | Protocol / design | Protocol / design | Both right |
| NCT02067780 | Meeting abstract | Meeting abstract | Meeting abstract | Both right |
| NCT02205242 | Protocol / design | Protocol / design | Protocol / design | Both right |
| NCT02513498 | Registry only | Registry only | Registry only | Both right |
| NCT02635945 | Nothing established | Nothing established | Nothing established | Both right |
| NCT02937584 | Full results | Full results | Full results | Both right |
| NCT03123692 | Pooled / secondary | Pooled / secondary | Pooled / secondary | Both right |
| NCT03414541 | Nothing established | Nothing established | Nothing established | Both right |
| NCT03570359 | Meeting abstract | Full results | Meeting abstract | Disagreed |
| NCT03573817 | Full results | Full results | Full results | Both right |
| NCT03590379 | Pooled / secondary | Did not finish | Full results | Unfinished / vs key |
| NCT03673670 | Registry only | Registry only | Registry only | Both right |
Ten matched. These two did not, for different reasons.
Run on Cursor Ultra (subscription, no token invoice). Zeros in the log mean not measured, not free. Visible tokens are estimated as UTF-8 bytes/4 on prompts and JSON, not a word count. “+ 8k thinking” assumes 8,000 hidden reasoning tokens per planned call (12 vs 48), billed as output at public API list rates checked 17 August 2026. Three one-agent schema retries are not in that band. No cache. No batch.
| Model | One agent, visible | Graph, visible | One agent + 8k (planned 12) | Graph + 8k (planned 48) |
|---|---|---|---|---|
| Claude Opus 5 | $0.40 | $0.75 | $2.80 | $10.35 |
| GPT-5.6 Sol | $0.41 | $0.78 | $3.29 | $12.30 |
| Gemini 3.1 Pro | $0.16 | $0.31 | $1.32 | $4.92 |
| Grok 4.6 | $0.15 | $0.28 | $0.73 | $2.58 |
Visible dollars: about 1.9× ($0.75 vs $0.40). Opus 5 at the 8k band: 3.7× ($2.80 vs $10.35). Four times is the call ratio, and the ceiling if thinking swamps the JSON, not a third measured bill.