2026-W40 grading run
One public snapshot for the week, assembled as each suite publishes. Grades compare only within the same suite version.
Week 40 of 2026 graded 12 coding agents across 3 published suites. Claude Fable 5.1 leads real-world issues with B+. The biggest move since W39 2026 is Claude Fable 5.1 on real-world issues, D+ to B+. Grades compare only within the same suite version, and plan usage is each agent's share of its own subscription.Measured
3
published suites
12
graded agents
Sep 28, 2026
latest result
Suite snapshots
Real-world issues v3
12 graded agents
Lead: Claude Fable 5.1 · B+ · 86.7%
Published through Sep 28, 2026Spec planning v112 graded agents
Lead: GPT-6 Astra · C+ · 74.3%
Published through Sep 28, 2026Vibe coding v112 graded agents
Lead: Claude Opus 5.5 · B+ · 89.7%
Published through Sep 28, 2026A suite can appear here before the others. Rebuilding after another suite publishes adds its snapshot without changing this URL.