GPT-5.6 Luna (Non-reasoning)

gpt-5-6-luna-non-reasoning · 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

29.029.229.329.429.618:0019:3021:0022:3000:00 Run #817 · Score · X: 2026-07-09 18:00:49 · Y: 29.3Run #818 · Score · X: 2026-07-09 19:00:45 · Y: 29.3Run #819 · Score · X: 2026-07-09 20:00:44 · Y: 29.3Run #820 · Score · X: 2026-07-09 21:00:43 · Y: 29.3Run #821 · Score · X: 2026-07-09 22:00:42 · Y: 29.3Run #822 · Score · X: 2026-07-09 23:00:41 · Y: 29.3Run #823 · Score · X: 2026-07-10 00:00:42 · Y: 29.3

Cost per task over time

$0.0447$0.0497$0.0547$0.0597$0.064718:0019:3021:0022:3000:00 Run #817 · Cost per task · X: 2026-07-09 18:00:49 · Y: $0.0547Run #818 · Cost per task · X: 2026-07-09 19:00:45 · Y: $0.0547Run #819 · Cost per task · X: 2026-07-09 20:00:44 · Y: $0.0547Run #820 · Cost per task · X: 2026-07-09 21:00:43 · Y: $0.0547Run #821 · Cost per task · X: 2026-07-09 22:00:42 · Y: $0.0547Run #822 · Cost per task · X: 2026-07-09 23:00:41 · Y: $0.0547Run #823 · Cost per task · X: 2026-07-10 00:00:42 · Y: $0.0547

Time per task over time

7.4s7.5s7.6s7.8s7.9s18:0019:3021:0022:3000:00 Run #818 · Time per task · X: 2026-07-09 19:00:45 · Y: 7.4sRun #819 · Time per task · X: 2026-07-09 20:00:44 · Y: 7.4sRun #820 · Time per task · X: 2026-07-09 21:00:43 · Y: 7.4sRun #821 · Time per task · X: 2026-07-09 22:00:42 · Y: 7.9sRun #822 · Time per task · X: 2026-07-09 23:00:41 · Y: 7.9sRun #823 · Time per task · X: 2026-07-10 00:00:42 · Y: 7.9s
Run?Fetched?Score?Quality?Cost/task?Time/task?Intel?Code?Agent?MMMU%?
#823 2026-07-10 00:00:42 29.3 29.3 $0.0547 7.9s 26.6 39.3 22.0 60.3
#822 2026-07-09 23:00:41 29.3 29.3 $0.0547 7.9s 26.6 39.3 22.0 60.3
#821 2026-07-09 22:00:42 29.3 29.3 $0.0547 7.9s 26.6 39.3 22.0 60.3
#820 2026-07-09 21:00:43 29.3 29.3 $0.0547 7.4s 26.6 39.3 22.0 60.3
#819 2026-07-09 20:00:44 29.3 29.3 $0.0547 7.4s 26.6 39.3 22.0 60.3
#818 2026-07-09 19:00:45 29.3 29.3 $0.0547 7.4s 26.6 39.3 22.0 60.3
#817 2026-07-09 18:00:49 29.3 29.3 $0.0547 - 26.6 39.3 22.0 60.3