๐Ÿ”ฎ QO Benchmark

Updated: December 31, 2025

Ranks output complexity, censorship, instruction following, alignment, and output quality.

Bolded models are Mistral 24B.

Model Score Quant Q0G Refusals
GLM 4.6 28514 IQ2_M Fail N/A
Ling Flash 2.0 Abliterated 15628 Q4_K_M Fail 0/100
DarkForest 20B v2.0 fp32 upscaled 13106 Q6_K Pass 21/100
Cydonia v4s 11346 Q8_0 Pass 16/100
Checkpoint J (Karcher5A) 11320 Q8_K_XL Pass 20/100
GLM 4.5 Air Abliterated 10712 Q3_K_M Fail 0/100
DarkForest 20B v2.0 Erebus Edition 10696 Q6_K Fail 0/100
Cydonia v4r 10683 Q8_0 Fail 15/100
Gemma 3 27B Abliterated 10564 Q8_K_XL Fail 0/100
Seed OSS 36B Instruct 10353 Q4_K_XL Fail 42/100
Fallen Gemma 3 27B 9605 IQ4_XS Fail N/A
Goetia v1.1 (Checkpoint R20 K10) 9331 Q8_0 Pass 19/100
Dark World v1 (Checkpoint R19 K4) 9298 Q8_0 Pass 4/100
Goetia v1 (Checkpoint C) 8936 Q8_K_XL Fail 24/100
Circuitry v2 8445 Q8_0 Fail N/A
BlackDolphin 8309 Q8_0 Fail 9/100
Warlock 7B v2 (v2a) 8298 Q8_0 Pass 4/100
DolphinMistralVeniceEdition 7709 Q8_0 Fail 1/100
FireDolphin v1 7548 Q8_K_XL N/A N/A
Mullein v2 7545 Q8_0 Fail 6/100
Delirium v1 abliterated 7534 Q8_0 Fail 12/100
BlackSheep 7407 Q8_0 N/A 4/100
Evilmind v1 6890 Q6_K Pass 2/100
PaintedFantasy v2 6867 Q8_0 Fail 25/100
Warlock 7B v1 (v0k) 6664 Q8_0 Fail 8/100
Animus v7.1 6199 Q8_0 N/A N/A
Broken Tutu Transgression v2.0 6127 Q6_K Fail N/A
Harbinger 5805 IQ4_XS N/A N/A
MS3.2 Austral Winton 5736 IQ4_XS N/A N/A
Gemma The Writer 9B abliterated 5726 Q6_K Fail 18/100
Cydonia v4j 5664 Q8_0 Pass 22/100
Dark Osmosis v1.0 5647 Q6_K Pass N/A
Smilodon 9B v1.0 5643 Q8_0 Pass N/A
Codex 5569 IQ4_XS N/A N/A
Cthulhu v1.1 5437 IQ4_XS N/A N/A
Orochi v0cp6 5362 IQ4_XS N/A N/A
WeirdCompound v1.6 5286 Q8_0 Fail N/A
Rivermind v1a 5232 Q6_K Fail 12/100
FallenGLM4 v1b 5204 Q8_0 Fail N/A
Cthulhu v1.3 5152 IQ4_XS N/A N/A
TheOmegaDirective v2.1 5110 IQ4_XS N/A N/A
Grok 2 4962 IQ1_M Fail N/A
FallenMistralSmall v1f 4954 Q6_K Fail N/A
Cthulhu v1.2 4913 IQ4_XS N/A N/A
FallenMistralSmall v1e 4902 Q8_0 Pass 0/100
Eldrinox v1 4874 IQ4_XS N/A N/A
FallenLlama v3.3 R1 4789 IQ4_XS Fail N/A
Loki v1.3 4441 Q8_0 N/A N/A
FallenGPTOss v1b 4177 Q8_0 Pass N/A
Rei KTO 4168 IQ4_XS N/A N/A
Mawdistic NightLife 4167 Q6_K N/A N/A
FallenScout v1a 4163 Q4_K_M Pass N/A
Cthulhu v1.0 4128 IQ4_XS N/A N/A
EpicurianTiger 9B v1 4092 Q8_0 N/A N/A
Eurydice v3.5 4069 IQ4_XS N/A N/A
FallenQwQ v1d 4065 Q8_0 Pass N/A
Granite 4.0 h tiny abliterated 3898 Q6_K Fail N/A
Amoral Gemma 3 12B v2 3784 QAT Q4_0 N/A N/A
Tiger Gemma 2 9B v3 3779 Q8_0 Fail N/A
Granite 3.3 8B 3736 Q8_K_XL Fail N/A
Austral Winton 3736 IQ4_XS N/A N/A
MagnumDiamond 3575 Q8_0 N/A N/A
DarkestTiger 9B v1 3524 Q8_0 N/A N/A
Clara 3514 IQ4_XS N/A N/A
Pantheon RP 1.8 3445 IQ4_XS N/A N/A
Smilodon 9B v0.5 3090 Q8_0 Pass N/A
Angel 3289 Q6_K N/A N/A
Mistral-Small-3.2-24B-Instruct-2506 3134 IQ4_XS N/A N/A
FallenCommand v1c 3134 IQ3_S Pass N/A
Beck 8B 3100 Q8_0 N/A N/A
DansPersonalityEngine v1.3 3026 Q8_0 N/A N/A
FallenCommand v1b 2915 IQ3_S Pass 0/100
Magnum v4 9b abliterated 2801 Q8_0 Pass 8/100

Queue Backlog

Model Score Quant Q0G Refusals
MN-12B-Mag-Mell-R1-Uncensored N/A Q6_K N/A 0/100
Boreas v1.1 5696 Q6_K Pass N/A
Boreas v1.2 6999 Q6_K Pass N/A
Boreas v1.3 N/A Q6_K N/A N/A
WeirdCompound v1.7 N/A Q6_K Fail 25/100
Circuitry v3 N/A Q6_K Fail 25/100
Rotor v1 N/A Q6_K Fail 26/100
Precog v1b N/A Q6_K Pass 3/100
  • Fallen Gemma 3 27B
  • FallenGLM4 v1b
  • FallenMistralSmall v1f
  • FallenLlama v3.3 R1
  • FallenGPTOss v1b
  • FallenScout v1a
  • FallenQwQ v1d
  • FallenCommand v1c
  • Orochi v0 cp6
  • Golem 70B v1a
  • Golem 70B v1b 26/100
  • PaintedFantasy v3
  • DarkOsmosis v1
  • Huihui-Qwen3-VL-32B-Thinking-abliterated
  • Smegma Deluxe
  • Odins Smegma
  • Odin
  • Morbid Miasma
  • Xortron
  • Beepo
  • GPT OSS 20B Heretic
  • GPT OSS 120B Heretic
  • Kalypso
  • Toxic Hermes 2.5
  • Cerebras Minimax M2 Reap 139B A10B
  • Theta Black Gorgon
  • Quill abliterated
  • Darkest Muse abliterated
  • Harbinger abliterated
  • MistralThinker v1.1 abliterated
  • Asmodeus 24B
  • Psychosis 14B v1
  • GLM 4.5 Air Derestricted
  • Jungle Oasis 9B
  • Frozen Tundra 12B
  • StationV 24B
  • SpaceBound 24B
  • Cydonia v4.3 / Heretic
  • Magidonia v4.3 / Heretic
  • Kraken 12B
  • Boreas 24B
  • Goetia v1.2 / Ablated
  • GLM 4.7
  • JustOnion/Mag-Mell-R1-Uncensored-21B

Unversioned Checkpoints

Model Score Quant Q0G Refusals
Checkpoint A 6321 Q6_K N/A N/A
Checkpoint B 4181 Q6_K N/A N/A
Checkpoint D 6625 Q8_0 N/A N/A
Checkpoint E 7523 Q8_0 N/A N/A
Checkpoint F 8559 Q8_0 N/A N/A
Checkpoint G1 (FallenMagidoniaSlerp) 5878 Q6_K N/A N/A
Checkpoint G2 (FallenDolphinSlerp) 5568 Q6_K N/A N/A
Checkpoint H2 (ModelStock17M) 4359 Q6_K N/A N/A
Checkpoint I0 (Karcher3B) 5057 Q6_K Pass N/A
Checkpoint I1 (Karcher4A) 10178 Q8_K_XL Pass N/A
Checkpoint I2 (Karcher4B) 8929 Q8_K_XL Pass N/A
Checkpoint K (Karcher6A) 9906 Q8_K_XL Pass N/A
Checkpoint L (Karcher4C) 10333 Q8_K_XL Pass N/A
Checkpoint M (Karcher 6B) 9980 Q8_K_XL Pass N/A
Checkpoint N (Karcher 6C) 10416 Q8_K_XL Pass N/A
Checkpoint O (Karcher 5B) 9315 Q8_K_XL Pass N/A
Checkpoint R2 (Karcher8) 8032 Q6_K Pass N/A
Checkpoint R3 (Karcher7) 7461 Q6_K Pass 20/100
Checkpoint R4 (Karcher6) 9566 Q8_0 Pass 20/100
Checkpoint R5 (Karcher7) 8404 Q8_0 Pass N/A
Checkpoint R6 (Karcher9) 9555 Q8_0 Pass N/A
Checkpoint R7 (Karcher5) 9915 Q8_0 Pass 19/100
Checkpoint R8 (Karcher8) 9400 Q8_0 Pass 19/100
Checkpoint R9 (Karcher4) 7979 Q6_K Pass 20/100
Checkpoint R10 (Karcher7) 9212 Q8_0 Pass 20/100
Checkpoint R11 (Karcher6) 10401 Q8_0 Pass 20/100
Checkpoint R12 (Karcher8) 8410 Q8_0 Pass 18/100
Checkpoint R13 (Karcher5) 7724 Q8_0 Pass 9/100
Checkpoint R14 (SLERP-R11-R13) 8783 Q8_0 Pass 17/100
Checkpoint R15 (Karcher-R11-R13) 8645 Q8_0 Pass 16/100
Checkpoint R16 (Karcher9) 8845 Q8_0 Pass 19/100
Checkpoint R17 (Karcher7) 8958 Q8_0 Pass 14/100
Checkpoint R18 (Karcher4) N/A Q6_K Pass 16/100
Checkpoint R21 (SLERP-R19-R20) 7475 Q8_0 Pass 15/100
Checkpoint R22 (NuSLERP-R19-R20-Magidonia) 7854 Q8_0 Pass 14/100
Psychosis 9B v1q2 7032 Q8_0 Pass N/A

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