Gemma 4 12B (Reasoning)

gemma-4-12b · 81 samples · combined / raw

Scoring

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

Cost adjustment

Tune formulas that account for benchmark cost.

Score over time

25.926.126.226.326.506-11 00:0006-12 05:3006-13 11:0006-14 16:3006-15 22:00 Run #546 · Score · X: 2026-06-11 00:00:17 · Y: 26.2Run #547 · Score · X: 2026-06-11 01:00:18 · Y: 26.2Run #548 · Score · X: 2026-06-11 02:00:17 · Y: 26.2Run #549 · Score · X: 2026-06-11 03:00:18 · Y: 26.2Run #550 · Score · X: 2026-06-11 05:00:18 · Y: 26.2Run #551 · Score · X: 2026-06-11 06:00:20 · Y: 26.2Run #552 · Score · X: 2026-06-11 10:00:18 · Y: 26.2Run #553 · Score · X: 2026-06-11 11:00:18 · Y: 26.2Run #554 · Score · X: 2026-06-11 14:00:18 · Y: 26.2Run #555 · Score · X: 2026-06-11 15:00:21 · Y: 26.2Run #556 · Score · X: 2026-06-11 20:00:19 · Y: 26.2Run #557 · Score · X: 2026-06-11 21:00:18 · Y: 26.2Run #558 · Score · X: 2026-06-12 00:00:17 · Y: 26.2Run #559 · Score · X: 2026-06-12 01:00:17 · Y: 26.2Run #560 · Score · X: 2026-06-12 02:00:17 · Y: 26.2Run #561 · Score · X: 2026-06-12 17:00:17 · Y: 26.2Run #562 · Score · X: 2026-06-12 18:00:20 · Y: 26.2Run #563 · Score · X: 2026-06-12 21:00:18 · Y: 26.2Run #564 · Score · X: 2026-06-12 22:00:18 · Y: 26.2Run #565 · Score · X: 2026-06-13 01:00:18 · Y: 26.2Run #566 · Score · X: 2026-06-13 02:00:17 · Y: 26.2Run #567 · Score · X: 2026-06-13 03:00:17 · Y: 26.2Run #568 · Score · X: 2026-06-13 05:00:18 · Y: 26.2Run #570 · Score · X: 2026-06-13 07:00:17 · Y: 26.2Run #571 · Score · X: 2026-06-13 09:00:18 · Y: 26.2Run #572 · Score · X: 2026-06-13 10:00:18 · Y: 26.2Run #573 · Score · X: 2026-06-13 11:00:17 · Y: 26.2Run #574 · Score · X: 2026-06-13 12:00:18 · Y: 26.2Run #575 · Score · X: 2026-06-13 13:00:19 · Y: 26.2Run #576 · Score · X: 2026-06-13 14:00:19 · Y: 26.2Run #577 · Score · X: 2026-06-13 16:00:19 · Y: 26.2Run #578 · Score · X: 2026-06-13 17:00:18 · Y: 26.2Run #579 · Score · X: 2026-06-13 19:00:14 · Y: 26.2Run #580 · Score · X: 2026-06-13 20:00:11 · Y: 26.2Run #581 · Score · X: 2026-06-13 21:00:11 · Y: 26.2Run #582 · Score · X: 2026-06-13 22:00:09 · Y: 26.2Run #583 · Score · X: 2026-06-13 23:00:09 · Y: 26.2Run #584 · Score · X: 2026-06-14 00:00:10 · Y: 26.2Run #585 · Score · X: 2026-06-14 01:00:09 · Y: 26.2Run #586 · Score · X: 2026-06-14 02:00:10 · Y: 26.2Run #587 · Score · X: 2026-06-14 03:00:09 · Y: 26.2Run #588 · Score · X: 2026-06-14 04:00:09 · Y: 26.2Run #589 · Score · X: 2026-06-14 05:00:08 · Y: 26.2Run #590 · Score · X: 2026-06-14 06:00:09 · Y: 26.2Run #591 · Score · X: 2026-06-14 07:00:11 · Y: 26.2Run #592 · Score · X: 2026-06-14 08:00:10 · Y: 26.2Run #593 · Score · X: 2026-06-14 09:00:10 · Y: 26.2Run #594 · Score · X: 2026-06-14 10:00:10 · Y: 26.2Run #595 · Score · X: 2026-06-14 11:00:10 · Y: 26.2Run #596 · Score · X: 2026-06-14 12:00:09 · Y: 26.2Run #597 · Score · X: 2026-06-14 13:00:10 · Y: 26.2Run #598 · Score · X: 2026-06-14 14:00:10 · Y: 26.2Run #599 · Score · X: 2026-06-14 15:00:10 · Y: 26.2Run #600 · Score · X: 2026-06-14 16:00:09 · Y: 26.2Run #601 · Score · X: 2026-06-14 17:00:10 · Y: 26.2Run #602 · Score · X: 2026-06-14 18:00:09 · Y: 26.2Run #603 · Score · X: 2026-06-14 19:00:08 · Y: 26.2Run #604 · Score · X: 2026-06-14 20:00:09 · Y: 26.2Run #605 · Score · X: 2026-06-14 21:00:09 · Y: 26.2Run #606 · Score · X: 2026-06-14 22:00:10 · Y: 26.2Run #607 · Score · X: 2026-06-14 23:00:09 · Y: 26.2Run #608 · Score · X: 2026-06-15 00:00:09 · Y: 26.2Run #609 · Score · X: 2026-06-15 01:00:09 · Y: 26.2Run #610 · Score · X: 2026-06-15 02:00:08 · Y: 26.2Run #611 · Score · X: 2026-06-15 03:00:10 · Y: 26.2Run #612 · Score · X: 2026-06-15 04:00:10 · Y: 26.2Run #613 · Score · X: 2026-06-15 05:00:09 · Y: 26.2Run #614 · Score · X: 2026-06-15 06:00:10 · Y: 26.2Run #615 · Score · X: 2026-06-15 07:00:10 · Y: 26.2Run #616 · Score · X: 2026-06-15 08:00:10 · Y: 26.2Run #617 · Score · X: 2026-06-15 09:00:11 · Y: 26.2Run #618 · Score · X: 2026-06-15 10:00:09 · Y: 26.2Run #619 · Score · X: 2026-06-15 11:00:10 · Y: 26.2Run #620 · Score · X: 2026-06-15 12:00:13 · Y: 26.2Run #621 · Score · X: 2026-06-15 13:00:12 · Y: 26.2Run #622 · Score · X: 2026-06-15 15:00:12 · Y: 26.2Run #623 · Score · X: 2026-06-15 16:00:13 · Y: 26.2Run #624 · Score · X: 2026-06-15 17:00:12 · Y: 26.2Run #625 · Score · X: 2026-06-15 18:00:13 · Y: 26.2Run #626 · Score · X: 2026-06-15 21:00:12 · Y: 26.2Run #627 · Score · X: 2026-06-15 22:00:12 · Y: 26.2

Cost over time

$48.4$48.7$48.9$49.2$49.406-11 00:0006-12 05:3006-13 11:0006-14 16:3006-15 22:00 Run #546 · Cost · X: 2026-06-11 00:00:17 · Y: $48.9Run #547 · Cost · X: 2026-06-11 01:00:18 · Y: $48.9Run #548 · Cost · X: 2026-06-11 02:00:17 · Y: $48.9Run #549 · Cost · X: 2026-06-11 03:00:18 · Y: $48.9Run #550 · Cost · X: 2026-06-11 05:00:18 · Y: $48.9Run #551 · Cost · X: 2026-06-11 06:00:20 · Y: $48.9Run #552 · Cost · X: 2026-06-11 10:00:18 · Y: $48.9Run #553 · Cost · X: 2026-06-11 11:00:18 · Y: $48.9Run #554 · Cost · X: 2026-06-11 14:00:18 · Y: $48.9Run #555 · Cost · X: 2026-06-11 15:00:21 · Y: $48.9Run #556 · Cost · X: 2026-06-11 20:00:19 · Y: $48.9Run #557 · Cost · X: 2026-06-11 21:00:18 · Y: $48.9Run #558 · Cost · X: 2026-06-12 00:00:17 · Y: $48.9Run #559 · Cost · X: 2026-06-12 01:00:17 · Y: $48.9Run #560 · Cost · X: 2026-06-12 02:00:17 · Y: $48.9Run #561 · Cost · X: 2026-06-12 17:00:17 · Y: $48.9Run #562 · Cost · X: 2026-06-12 18:00:20 · Y: $48.9Run #563 · Cost · X: 2026-06-12 21:00:18 · Y: $48.9Run #564 · Cost · X: 2026-06-12 22:00:18 · Y: $48.9Run #565 · Cost · X: 2026-06-13 01:00:18 · Y: $48.9Run #566 · Cost · X: 2026-06-13 02:00:17 · Y: $48.9Run #567 · Cost · X: 2026-06-13 03:00:17 · Y: $48.9Run #568 · Cost · X: 2026-06-13 05:00:18 · Y: $48.9Run #570 · Cost · X: 2026-06-13 07:00:17 · Y: $48.9Run #571 · Cost · X: 2026-06-13 09:00:18 · Y: $48.9Run #572 · Cost · X: 2026-06-13 10:00:18 · Y: $48.9Run #573 · Cost · X: 2026-06-13 11:00:17 · Y: $48.9Run #574 · Cost · X: 2026-06-13 12:00:18 · Y: $48.9Run #575 · Cost · X: 2026-06-13 13:00:19 · Y: $48.9Run #576 · Cost · X: 2026-06-13 14:00:19 · Y: $48.9Run #577 · Cost · X: 2026-06-13 16:00:19 · Y: $48.9Run #578 · Cost · X: 2026-06-13 17:00:18 · Y: $48.9Run #579 · Cost · X: 2026-06-13 19:00:14 · Y: $48.9Run #580 · Cost · X: 2026-06-13 20:00:11 · Y: $48.9Run #581 · Cost · X: 2026-06-13 21:00:11 · Y: $48.9Run #582 · Cost · X: 2026-06-13 22:00:09 · Y: $48.9Run #583 · Cost · X: 2026-06-13 23:00:09 · Y: $48.9Run #584 · Cost · X: 2026-06-14 00:00:10 · Y: $48.9Run #585 · Cost · X: 2026-06-14 01:00:09 · Y: $48.9Run #586 · Cost · X: 2026-06-14 02:00:10 · Y: $48.9Run #587 · Cost · X: 2026-06-14 03:00:09 · Y: $48.9Run #588 · Cost · X: 2026-06-14 04:00:09 · Y: $48.9Run #589 · Cost · X: 2026-06-14 05:00:08 · Y: $48.9Run #590 · Cost · X: 2026-06-14 06:00:09 · Y: $48.9Run #591 · Cost · X: 2026-06-14 07:00:11 · Y: $48.9Run #592 · Cost · X: 2026-06-14 08:00:10 · Y: $48.9Run #593 · Cost · X: 2026-06-14 09:00:10 · Y: $48.9Run #594 · Cost · X: 2026-06-14 10:00:10 · Y: $48.9Run #595 · Cost · X: 2026-06-14 11:00:10 · Y: $48.9Run #596 · Cost · X: 2026-06-14 12:00:09 · Y: $48.9Run #597 · Cost · X: 2026-06-14 13:00:10 · Y: $48.9Run #598 · Cost · X: 2026-06-14 14:00:10 · Y: $48.9Run #599 · Cost · X: 2026-06-14 15:00:10 · Y: $48.9Run #600 · Cost · X: 2026-06-14 16:00:09 · Y: $48.9Run #601 · Cost · X: 2026-06-14 17:00:10 · Y: $48.9Run #602 · Cost · X: 2026-06-14 18:00:09 · Y: $48.9Run #603 · Cost · X: 2026-06-14 19:00:08 · Y: $48.9Run #604 · Cost · X: 2026-06-14 20:00:09 · Y: $48.9Run #605 · Cost · X: 2026-06-14 21:00:09 · Y: $48.9Run #606 · Cost · X: 2026-06-14 22:00:10 · Y: $48.9Run #607 · Cost · X: 2026-06-14 23:00:09 · Y: $48.9Run #608 · Cost · X: 2026-06-15 00:00:09 · Y: $48.9Run #609 · Cost · X: 2026-06-15 01:00:09 · Y: $48.9Run #610 · Cost · X: 2026-06-15 02:00:08 · Y: $48.9Run #611 · Cost · X: 2026-06-15 03:00:10 · Y: $48.9Run #612 · Cost · X: 2026-06-15 04:00:10 · Y: $48.9Run #613 · Cost · X: 2026-06-15 05:00:09 · Y: $48.9Run #614 · Cost · X: 2026-06-15 06:00:10 · Y: $48.9Run #615 · Cost · X: 2026-06-15 07:00:10 · Y: $48.9Run #616 · Cost · X: 2026-06-15 08:00:10 · Y: $48.9Run #617 · Cost · X: 2026-06-15 09:00:11 · Y: $48.9Run #618 · Cost · X: 2026-06-15 10:00:09 · Y: $48.9Run #619 · Cost · X: 2026-06-15 11:00:10 · Y: $48.9Run #620 · Cost · X: 2026-06-15 12:00:13 · Y: $48.9Run #621 · Cost · X: 2026-06-15 13:00:12 · Y: $48.9Run #622 · Cost · X: 2026-06-15 15:00:12 · Y: $48.9Run #623 · Cost · X: 2026-06-15 16:00:13 · Y: $48.9Run #624 · Cost · X: 2026-06-15 17:00:12 · Y: $48.9Run #625 · Cost · X: 2026-06-15 18:00:13 · Y: $48.9Run #626 · Cost · X: 2026-06-15 21:00:12 · Y: $48.9Run #627 · Cost · X: 2026-06-15 22:00:12 · Y: $48.9
Run?Fetched?Score?Quality?Cost?Intel?Code?Agent?MMMU%?
#627 2026-06-15 22:00:12 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#626 2026-06-15 21:00:12 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#625 2026-06-15 18:00:13 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#624 2026-06-15 17:00:12 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#623 2026-06-15 16:00:13 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#622 2026-06-15 15:00:12 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#621 2026-06-15 13:00:12 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#620 2026-06-15 12:00:13 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#619 2026-06-15 11:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#618 2026-06-15 10:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#617 2026-06-15 09:00:11 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#616 2026-06-15 08:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#615 2026-06-15 07:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#614 2026-06-15 06:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#613 2026-06-15 05:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#612 2026-06-15 04:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#611 2026-06-15 03:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#610 2026-06-15 02:00:08 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#609 2026-06-15 01:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#608 2026-06-15 00:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#607 2026-06-14 23:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#606 2026-06-14 22:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#605 2026-06-14 21:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#604 2026-06-14 20:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#603 2026-06-14 19:00:08 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#602 2026-06-14 18:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#601 2026-06-14 17:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#600 2026-06-14 16:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#599 2026-06-14 15:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#598 2026-06-14 14:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#597 2026-06-14 13:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#596 2026-06-14 12:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#595 2026-06-14 11:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#594 2026-06-14 10:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#593 2026-06-14 09:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#592 2026-06-14 08:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#591 2026-06-14 07:00:11 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#590 2026-06-14 06:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#589 2026-06-14 05:00:08 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#588 2026-06-14 04:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#587 2026-06-14 03:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#586 2026-06-14 02:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#585 2026-06-14 01:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#584 2026-06-14 00:00:10 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#583 2026-06-13 23:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#582 2026-06-13 22:00:09 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#581 2026-06-13 21:00:11 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#580 2026-06-13 20:00:11 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#579 2026-06-13 19:00:14 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#578 2026-06-13 17:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#577 2026-06-13 16:00:19 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#576 2026-06-13 14:00:19 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#575 2026-06-13 13:00:19 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#574 2026-06-13 12:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#573 2026-06-13 11:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#572 2026-06-13 10:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#571 2026-06-13 09:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#570 2026-06-13 07:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#568 2026-06-13 05:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#567 2026-06-13 03:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#566 2026-06-13 02:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#565 2026-06-13 01:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#564 2026-06-12 22:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#563 2026-06-12 21:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#562 2026-06-12 18:00:20 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#561 2026-06-12 17:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#560 2026-06-12 02:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#559 2026-06-12 01:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#558 2026-06-12 00:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#557 2026-06-11 21:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#556 2026-06-11 20:00:19 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#555 2026-06-11 15:00:21 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#554 2026-06-11 14:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#553 2026-06-11 11:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#552 2026-06-11 10:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#551 2026-06-11 06:00:20 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#550 2026-06-11 05:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#549 2026-06-11 03:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#548 2026-06-11 02:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#547 2026-06-11 01:00:18 26.2 26.2 $48.9 29.2 24.9 24.6 69.7
#546 2026-06-11 00:00:17 26.2 26.2 $48.9 29.2 24.9 24.6 69.7