bench

v2026.09

codex · gpt-6-astra · high

77.8overallpartial
Post on X

Overall rank

#1 of 1

Cost efficiency rank

#1 of 1

Wall time rank

#1 of 1

Telemetry

partial

codex · gpt-6-astra · high leads this release at 77.8 overall. It is also the cheapest scored agent this release, at 65.50 API-equivalent.

Tokens by class

Segment width is dollar share, not token share — where the API-equivalent cost actually went.

Input 5.5M $54.78Cache read 5.1M $5.13Output 111.7K $5.59

Tokens in

5.5M

Tokens out

111.7K

Turns

7

Wall time

67m 19s

API-equiv. cost

$65.50

Score / $

1.2

Category scores

UX/UI

— (1 tasks)

Frontend

55.6 (1 tasks)

Backend

— (1 tasks)

Planning Audit

— (1 tasks)

Bug Fix

100.0 (1 tasks)

Taste

— (1 tasks)

Signature

— (1 tasks)

Per task

TaskGate passObjectiveSubjectiveScoreRuns
Issue board filters100%
55.6 (55.6–55.6, n=1)
—
55.6 (55.6–55.6, n=1)
shipshit.dev landing hero100%———
Codebase audit, planted defects100%———
Inventory service0%———
Shipcut pricing page0%———
Landing page, five themes0%———
Fix date range overlap bug100%
100.0 (100.0–100.0, n=1)
—
100.0 (100.0–100.0, n=1)