GPT-5.6 Luna (xhigh)

gpt-5-6-luna-xhigh · 7 samples · combined / raw

Scoring

Choose the quality benchmark and final score formula for this model.

Cost adjustment

Tune formulas that account for Cost per Task.

Score over time

53.053.253.553.854.018:0019:3021:0022:3000:00 Run #817 · Score · X: 2026-07-09 18:00:49 · Y: 53.5Run #818 · Score · X: 2026-07-09 19:00:45 · Y: 53.5Run #819 · Score · X: 2026-07-09 20:00:44 · Y: 53.5Run #820 · Score · X: 2026-07-09 21:00:43 · Y: 53.5Run #821 · Score · X: 2026-07-09 22:00:42 · Y: 53.5Run #822 · Score · X: 2026-07-09 23:00:41 · Y: 53.5Run #823 · Score · X: 2026-07-10 00:00:42 · Y: 53.5

Cost per task over time

$0.129$0.134$0.139$0.144$0.14918:0019:3021:0022:3000:00 Run #817 · Cost per task · X: 2026-07-09 18:00:49 · Y: $0.139Run #818 · Cost per task · X: 2026-07-09 19:00:45 · Y: $0.139Run #819 · Cost per task · X: 2026-07-09 20:00:44 · Y: $0.139Run #820 · Cost per task · X: 2026-07-09 21:00:43 · Y: $0.139Run #821 · Cost per task · X: 2026-07-09 22:00:42 · Y: $0.139Run #822 · Cost per task · X: 2026-07-09 23:00:41 · Y: $0.139Run #823 · Cost per task · X: 2026-07-10 00:00:42 · Y: $0.139

Time per task over time

54s55s57s58s60s18:0019:3021:0022:3000:00 Run #818 · Time per task · X: 2026-07-09 19:00:45 · Y: 54sRun #819 · Time per task · X: 2026-07-09 20:00:44 · Y: 54sRun #820 · Time per task · X: 2026-07-09 21:00:43 · Y: 54sRun #821 · Time per task · X: 2026-07-09 22:00:42 · Y: 60sRun #822 · Time per task · X: 2026-07-09 23:00:41 · Y: 60sRun #823 · Time per task · X: 2026-07-10 00:00:42 · Y: 60s
Run?Fetched?Score?Quality?Cost/task?Time/task?Intel?Code?Agent?MMMU%?
#823 2026-07-10 00:00:42 53.5 53.5 $0.139 60s 49.1 68.6 42.9 78.6
#822 2026-07-09 23:00:41 53.5 53.5 $0.139 60s 49.1 68.6 42.9 78.6
#821 2026-07-09 22:00:42 53.5 53.5 $0.139 60s 49.1 68.6 42.9 78.6
#820 2026-07-09 21:00:43 53.5 53.5 $0.139 54s 49.1 68.6 42.9 78.6
#819 2026-07-09 20:00:44 53.5 53.5 $0.139 54s 49.1 68.6 42.9 78.6
#818 2026-07-09 19:00:45 53.5 53.5 $0.139 54s 49.1 68.6 42.9 78.6
#817 2026-07-09 18:00:49 53.5 53.5 $0.139 - 49.1 68.6 42.9 78.6