Player select · 04 files
GPT · OpenAI

GPT

gpt-5.6-terra · xhigh · Build, review + cleanup

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Orange armadillo-like field engineer mascot representing gpt-5.6-terra
BUILD, REVIEW + CLEANUP
Policy · Routed lead
GPT capability reading: Discovery 50, Planning 75, Build 85, Review judgment 65, Grounding 60, Cost efficiency 60DiscoveryPlanningBuildReview judgmentGroundingCost efficiency
Discovery50
Planning75
Build85
Review judgment65
Grounding60
Cost efficiency60

Editorial ratings · recomputed 2026-09-10. 70% evidence reading + 30% harness fit, rounded to five points.

Scoring breakdown & sources

gpt-5.6-terra at xhigh. Historical benchmark results are read alongside the September routing snapshot; planning/discovery estimates are marked explicitly.

Each input uses a 0–4 rubric. Evidence: negative (0), weak or indirect (1), mixed (2), strong within bounds (3), strong across tested cases (4). Fit: excluded (0), trial/reserve (1), bounded/additive (2), regular role (3), core role (4). Policy estimates are labeled below; these ratings are not measured success percentages.

Discovery 50

Evidence 2/4 · fit 2/4 · policy estimate

Policy-based estimate: Terra has a tool-required web-research seat, but no codebase discovery-lead route or dedicated discovery score in these studies. This is a bounded role estimate.

Planning 75

Evidence 3/4 · fit 3/4 · policy estimate

Policy-based estimate: Terra opens plan scrutiny and confirms its results, with GPT iteration duties. Opus still leads plan and planloop, so Terra is rated as an active planning contributor.

Build 85

Evidence 3/4 · fit 4/4 · study + policy

Run D reached 96.7% checklist conformance, but its overall 72/100 reflects conduct and gate failures. The repaired harness now configures Terra for build, review and cleanup leadership.

Review judgment 65

Evidence 2/4 · fit 4/4 · study + policy

Terra is the primary confirming/declaration model, but Run D reported a false-green gate and later Fable cells recovered defects Terra missed. Strong routing responsibility does not erase mixed observed judgment.

Grounding 60

Evidence 2/4 · fit 3/4 · study + policy

Run D’s isolation held, but its gate claims needed external verification; Run C’s withdrawn result is excluded as positive evidence. Later Fable comparisons also expose missed mechanisms.

Cost efficiency 60

Evidence 2/4 · fit 3/4 · study + policy

The study shifted almost all lead-model Claude tokens off that pool, but Terra took 21h25m active work versus Opus’s 17h30m and caused 8h51m of stalls. This rates resource trade-offs, not an unmeasured dollar saving.

Assignment · checked 2026-09-10
Build, review + cleanup

Terra is configured for build, review and cleanup leadership. Build can also route to Opus. Terra holds checkpoint declaration and review-confirm roles, plus a discovery web seat; Opus still leads planning.

Lead-seat study: Run D scored; Run C withdrawn. No lifetime run total is established by that study.

Configured seatsPolicy snapshot
Build leadeligibleTerra and Opus are both candidates; selection follows the router and any unit override. Source ↗
Review + cleanup leadconfiguredTerra is the only configured candidate for each route. Source ↗
Checkpoint declarationconfiguredTerra declares light fences; other fences can include gpt-5.5. Sensitive fences require both. Source ↗
Review + plan-scrutiny confirmconfiguredTerra is the confirm model. Iteration has separate GPT alternation and GLM finding routes. Source ↗
Discovery web researcheligibleTerra web seat requires working search and fetch tools; it can be dropped when unavailable. Source ↗
Plan + planning-loop leadexcludedBoth lead routes currently list Opus. Terra’s review roles are separate from leading the planning phase. Source ↗
Published evidence
Select player02 / 04
Fact-checked · Configured roles checked across Spindle, Flowmaster and ScriptGen. Router eligibility and per-unit overrides determine each dispatch. This is a dated policy snapshot, not live usage or a lifetime run count. Policy source ↗

I. Nocturne in E♭ major Op. 9 № 2 · Chopin

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