Modele

Qwenimage-text-to-text253 testy szybkości

Qwen3.6-35B-A3B

Qwen / Qwen3.6-35B-A3B

MoE3B active / 35B totalqwen3_5_moeconversational

Najlepszy6.0k tok/s

Mediana80.1 tok/s

Min6.4 tok/s

Eval score· 2 evalsBF16+

91.6%

Qwenimage-text-to-text223 testy szybkości

Qwen3.6-27B

Qwen / Qwen3.6-27B

27Bqwen3_5conversational

Najlepszy1.4k tok/s

Mediana46.0 tok/s

Min1.6 tok/s

Qwenimage-text-to-text357 testów szybkości

Qwen3.8-Flash-Next

Qwen / Qwen3.8-Flash-Next

180Bqwen4_expconversational

Najlepszy231 tok/s

Mediana56.0 tok/s

Min1.9 tok/s

Eval score· 2 evalsW4B

85.7%

Qwen3.5-9B-Base

Qwen / Qwen3.5-9B-Base

9Bqwen3_5conversational

gemma-4-26B-A4B

google / gemma-4-26B-A4B

MoE4B active / 26B totalgemma4

Qwentext-generation26 testów szybkości

Ornith-1.5-35B-A3B

ornith-ai / Ornith-1.5-35B-A3B

MoE3B active / 35B totalqwen3_5_moeimage-text-to-textconversational

Najlepszy3.7k tok/s

Mediana1.6k tok/s

Min35.4 tok/s

Qwenimage-text-to-text236 testów szybkości

Qwen3.8-27B-MTP-GGUF

Jackrong / Qwen3.8-27B-MTP-GGUF

27Bllama.cppvisionmultimodal

Najlepszy72.6 tok/s

Mediana36.6 tok/s

Min11.6 tok/s

text-generation33 testy szybkości

NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

nvidia / NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

MoE3B active / 30B totalnemotron_hnvidianemotron-3.5

Najlepszy7.2k tok/s

Mediana125 tok/s

Min46.9 tok/s

image-text-to-text80 testów szybkości

GLM-5.3-Flash

zai-org / GLM-5.3-Flash

321Bglm5_nextconversationalen

Najlepszy1.5k tok/s

Mediana63.3 tok/s

Min3.7 tok/s

Eval score· 8 evalsNVFP4+

73.4%

Deepseektext-generation124 testy szybkości

DeepSeek-V4-Flash-0731

deepseek-ai / DeepSeek-V4-Flash-0731

MoE304Bdeepseek_v48-bitfp8

Najlepszy404 tok/s

Mediana37.0 tok/s

Min1.6 tok/s

Eval score· 5 evalsFP8

90.4%

Gemmaany-to-any1 test szybkości

gemma-4-12B

google / gemma-4-12B

12Bgemma4_unifiedimage-text-to-text

Najlepszy25.8 tok/s

Mediana25.8 tok/s

Min25.8 tok/s

Qwen3.5-35B-A3B-Base

Qwen / Qwen3.5-35B-A3B-Base

MoE3B active / 35B totalqwen3_5_moeconversational

NVIDIA-Nemotron-Nano-12B-v2-Base

nvidia / NVIDIA-Nemotron-Nano-12B-v2-Base

12Bnvidiaenes

Minimaxtext-generation40 testów szybkości

MiniMax-M2.7

MiniMaxAI / MiniMax-M2.7

Najlepszy496 tok/s

Mediana32.2 tok/s

Min0.5 tok/s

text-generation129 testów szybkości

Ornith-1.5-35B-A3B-GGUF

ornith-ai / Ornith-1.5-35B-A3B-GGUF

MoE3B active / 35B totalconversational

Najlepszy131 tok/s

Mediana105 tok/s

Min26.5 tok/s

gemma-4-31B

google / gemma-4-31B

31Bgemma4

Gemmaany-to-any3 testy szybkości

gemma-4-E4B

google / gemma-4-E4B

4Bgemma4image-text-to-text

Najlepszy71.2 tok/s

Mediana70.5 tok/s

Min70.5 tok/s

Gpttext-generation99 testów szybkości

gpt-oss-20b

openai / gpt-oss-20b

MoE20Bgpt_ossvllmconversational

Najlepszy5.2k tok/s

Mediana182 tok/s

Min12.0 tok/s

Deepseekimage-text-to-text100 testów szybkości

DeepSeek-V4.1-Flash-1017

deepseek-ai / DeepSeek-V4.1-Flash-1017

763Bdeepseek_v41text-generation8-bit

Najlepszy713 tok/s

Mediana227 tok/s

Min48.0 tok/s

granite-4.1-30b-base

ibm-granite / granite-4.1-30b-base

30Bgranitelanguagegranite-4.1

Qwentext-generation108 testów szybkości

Ornith-1.5-9B

ornith-ai / Ornith-1.5-9B

9Bqwen3_5image-text-to-textconversational

Najlepszy3.8k tok/s

Mediana75.3 tok/s

Min9.2 tok/s

Eval score· 1 evalBF16

81.7%

Qwentext-generation14 testów szybkości

Ornith-1.0-35B

ornith-ai / Ornith-1.0-35B

MoE35Bqwen3_5_moeimage-text-to-textconversational

Najlepszy164 tok/s

Mediana71.8 tok/s

Min54.1 tok/s

Qwen3-8B-Base

Qwen / Qwen3-8B-Base

8Bqwen3conversational

Qwenimage-text-to-text76 testów szybkości

Qwen3.5-122B-A10B

Qwen / Qwen3.5-122B-A10B

MoE10B active / 122B totalqwen3_5_moeconversational

Najlepszy234 tok/s

Mediana38.1 tok/s

Min3.2 tok/s

Qwen3.5-4B-Base

Qwen / Qwen3.5-4B-Base

4Bqwen3_5conversational

LFM2.5-8B-A1B-Base

LiquidAI / LFM2.5-8B-A1B-Base

MoE1B active / 8B totallfm2_moeliquidlfm2.5

Qwenimage-text-to-text19 testów szybkości

Qwen3.5-27B

Qwen / Qwen3.5-27B

27Bqwen3_5conversational

Najlepszy287 tok/s

Mediana25.1 tok/s

Min2.2 tok/s

GLM-5.2

zai-org / GLM-5.2

MoE753Bglm_moe_dsaconversationalen

Deepseektext-generation38 testów szybkości

DeepSeek-V4-Flash

deepseek-ai / DeepSeek-V4-Flash

MoE291Bdeepseek_v48-bitfp8

Najlepszy262 tok/s

Mediana28.5 tok/s

Min7.0 tok/s

Eval score· 1 evalIQ3_XXS

94.8%

text-generation47 testów szybkości

Laguna-S-2.1

poolside / Laguna-S-2.1

MoE118Blagunalaguna-s-2.1vllm

Najlepszy127 tok/s

Mediana41.9 tok/s

Min15.1 tok/s

Qwentext-generation80 testów szybkości

Qwen3-Coder-Next

Qwen / Qwen3-Coder-Next

MoE80Bqwen3_nextconversational

Najlepszy501 tok/s

Mediana74.3 tok/s

Min7.6 tok/s

image-text-to-text49 testów szybkości

Muse-Glimmer-30B

meta-models / Muse-Glimmer-30B

30Bmuse_glimmerconversational

Najlepszy1.5k tok/s

Mediana68.4 tok/s

Min12.8 tok/s

Qwentext-generation2 testy szybkości

Qwen2.5-7B

Qwen / Qwen2.5-7B

7Bqwen2conversationalen

Najlepszy1.4k tok/s

Mediana1.4k tok/s

Min1.4k tok/s

0.3Bintern_vit_6bfeature-extraction

InternViT-300M-448px

OpenGVLab / InternViT-300M-448px

image-feature-extraction

Phitext-generation17 testów szybkości

Phi-4-mini-reasoning

microsoft / Phi-4-mini-reasoning

Qwen3-0.6B-Base

Qwen / Qwen3-0.6B-Base

0.6Bqwen3conversational

Llamatext-generation50 testów szybkości

Llama-3.2-3B-Instruct

meta-llama / Llama-3.2-3B-Instruct

3Bfacebookmetallama-3

Najlepszy489 tok/s

Mediana75.9 tok/s

Min10.0 tok/s

Gpttext-generation53 testy szybkości

gpt-oss-120b

openai / gpt-oss-120b

MoE120Bgpt_ossvllmconversational

Najlepszy2.8k tok/s

Mediana117 tok/s

Min8.8 tok/s

Eval score· 2 evalsMXFP4

78.4%

text-generation54 testy szybkości

Ornith-1.5-9B-GGUF

ornith-ai / Ornith-1.5-9B-GGUF

LFM2.5-1.2B-Base

LiquidAI / LFM2.5-1.2B-Base

1.2Blfm2liquidlfm2.5

text-generation39 testów szybkości

LFM2-350M

LiquidAI / LFM2-350M

Qwentext-generation29 testów szybkości

Qwen3-Coder-30B-A3B-Instruct

Qwen / Qwen3-Coder-30B-A3B-Instruct

Najlepszy136 tok/s

Mediana80.5 tok/s

Min14.4 tok/s

Eval score· 1 evalQ4_K_M

92.1%

2Bgemma4image-text-to-text

gemma-4-E2B

google / gemma-4-E2B

Gemmaany-to-any

Qwentext-generation44 testy szybkości

Ornith-1.0-9B

ornith-ai / Ornith-1.0-9B

9Bqwen3_5image-text-to-textconversational

Najlepszy77.5 tok/s

Mediana25.7 tok/s

Min3.8 tok/s

Eval score· 3 evalsQ4_K_M

56.0%

text-generation21 testów szybkości

GLM-4.7-Flash

zai-org / GLM-4.7-Flash

MoE31Bglm4_moe_liteconversationalen

Najlepszy590 tok/s

Mediana204 tok/s

Min17.2 tok/s

Qwen3-14B-Base

Qwen / Qwen3-14B-Base

14Bqwen3conversational

text-generation6 testów szybkości

Laguna-XS-2.1

poolside / Laguna-XS-2.1

MoE33Blagunalaguna-xs-2.1vllm

Najlepszy296 tok/s

Mediana106 tok/s

Min72.5 tok/s

gemma-3-12b-pt

google / gemma-3-12b-pt

12Bgemma3

Nanbeige4.3-33B-Base

Nanbeige / Nanbeige4.3-33B-Base

33Bllmnanbeigeconversational

Llamatext-generation40 testów szybkości

MiniCPM5-1B-GGUF

openbmb / MiniCPM5-1B-GGUF

1Bminicpmminicpm5long-context

MoE17B active / 109B totalllama4facebookmeta

Llama-4-Scout-17B-16E

meta-llama / Llama-4-Scout-17B-16E

Llamaimage-text-to-text

Qwen3-1.7B-Base

Qwen / Qwen3-1.7B-Base

1.7Bqwen3conversational

Llama-3.1-70B

meta-llama / Llama-3.1-70B

70Bfacebookmetallama-3

Ministral-3-3B-Base-2512

mistralai / Ministral-3-3B-Base-2512

3Bvllmmistral3mistral-common

Deepseek-R1text-generation28 testów szybkości

DeepSeek-R1-Distill-Qwen-7B

deepseek-ai / DeepSeek-R1-Distill-Qwen-7B

7Bqwen2conversational

Najlepszy144 tok/s

Mediana63.6 tok/s

Min12.8 tok/s

Ornstein3.6-27B-MTP-NSC-ACE-SABER

GestaltLabs / Ornstein3.6-27B-MTP-NSC-ACE-SABER

27Bqwen3_5qwen3.6mtp

Qwen2.5-72B

Qwen / Qwen2.5-72B

72Bqwen2conversationalen

Qwen2.5-32B

Qwen / Qwen2.5-32B

32Bqwen2conversationalen

Qwentext-generation28 testów szybkości

AceReason-Nemotron-1.1-7B

nvidia / AceReason-Nemotron-1.1-7B

7Bqwen2nvidiareasoning

Najlepszy79.8 tok/s

Mediana63.6 tok/s

Min12.8 tok/s

text-generation24 testy szybkości

LFM2-8B-A1B

LiquidAI / LFM2-8B-A1B

MoE1B active / 8B totallfm2_moeliquidlfm2

Najlepszy243 tok/s

Mediana211 tok/s

Min9.9 tok/s

Phitext-generation3 testy szybkości

phi-4

microsoft / phi-4

Qwentext-generation9 testów szybkości

Nex-N2-mini

nex-agi / Nex-N2-mini

MoE35Bqwen3_5_moeimage-text-to-textconversational

Najlepszy107 tok/s

Mediana104 tok/s

Min40.5 tok/s

Mistral-Small-24B-Base-2501

mistralai / Mistral-Small-24B-Base-2501

24Bvllmmistral-commonen

Deepseek-R1text-generation10 testów szybkości

DeepSeek-R1-Distill-Qwen-14B

deepseek-ai / DeepSeek-R1-Distill-Qwen-14B

14Bqwen2conversational

Najlepszy50.9 tok/s

Mediana38.0 tok/s

Min9.0 tok/s

text-generation33 testy szybkości

Ornith-1.0-9B-GGUF

ornith-ai / Ornith-1.0-9B-GGUF

LFM2.5-350M-Base

LiquidAI / LFM2.5-350M-Base

350Mlfm2liquidlfm2.5

Deepseekimage-text-to-text30 testów szybkości

DeepSeek-V4.1-Flash

deepseek-ai / DeepSeek-V4.1-Flash

763Bdeepseek_v41text-generationconversational

Najlepszy430 tok/s

Mediana304 tok/s

Min31.7 tok/s

text-generation16 testów szybkości

Nemotron-Cascade-2-30B-A3B

nvidia / Nemotron-Cascade-2-30B-A3B

MoE3B active / 30B totalnemotron_hnvidianemotron-cascade-2

Najlepszy197 tok/s

Mediana155 tok/s

Min89.8 tok/s

Llamatext-generation31 testów szybkości

Meta-Llama-3.1-70B-Instruct-AWQ-INT4

hugging-quants / Meta-Llama-3.1-70B-Instruct-AWQ-INT4

70Bllama-3.1metaautoawq

Najlepszy268 tok/s

Mediana92.0 tok/s

Min13.6 tok/s

Llamatext-generation31 testów szybkości

Meta-Llama-3-8B-Instruct

meta-llama / Meta-Llama-3-8B-Instruct

8Bfacebookmetallama-3

Najlepszy148 tok/s

Mediana48.4 tok/s

Min13.6 tok/s

text-generation31 testów szybkości

Ornith-1.0-35B-GGUF

ornith-ai / Ornith-1.0-35B-GGUF

Qwen3-4B-Base

Qwen / Qwen3-4B-Base

4Bqwen3conversational

Qwen2.5-3B

Qwen / Qwen2.5-3B

3Bqwen2conversationalen

GLM-5.3

zai-org / GLM-5.3

MoE753Bglm_moe_dsaconversationalen

Qwentext-generation12 testów szybkości

Agents-A1

InternScience / Agents-A1

MoE35Bqwen3_5_moeimage-text-to-textmoe

Qwen3-30B-A3B-Instruct-2507

Qwen / Qwen3-30B-A3B-Instruct-2507

Najlepszy100 tok/s

Mediana72.5 tok/s

Min16.6 tok/s

Qwenimage-text-to-text1 test szybkości

Qwen3.5-0.8B-Base

Qwen / Qwen3.5-0.8B-Base

0.8Bqwen3_5conversational

Najlepszy2.7k tok/s

Mediana2.7k tok/s

Min2.7k tok/s

LFM2.5-230M-Base

LiquidAI / LFM2.5-230M-Base

230Mlfm2liquidlfm2.5

Trinity-Mini-Base-Pre-Anneal

arcee-ai / Trinity-Mini-Base-Pre-Anneal

Arceetext-generation

MoE26Bafmoeenes

MoE3B active / 30B totalconversational

NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF

lmstudio-community / NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF

26 testów szybkości

Najlepszy203 tok/s

Mediana36.4 tok/s

Min14.4 tok/s

text-generation9 testów szybkości

GLM-4.5-Air

zai-org / GLM-4.5-Air

MoE110Bglm4_moeconversationalen

Najlepszy2.5k tok/s

Mediana103 tok/s

Min6.2 tok/s

Qwentext-generation25 testów szybkości

Qwen3-Coder-30B-A3B-Instruct-FP8

Qwen / Qwen3-Coder-30B-A3B-Instruct-FP8

MoE3B active / 30B totalqwen3_moeconversationalfp8

Najlepszy3.1k tok/s

Mediana871 tok/s

Min26.1 tok/s

Qwen2.5-14B

Qwen / Qwen2.5-14B

14Bqwen2conversationalen

Llamatext-generation23 testy szybkości

MiniCPM5-1B

openbmb / MiniCPM5-1B

1Bminicpmminicpm5long-context

Qwentext-generation5 testów szybkości

Qwen3-32B

Qwen / Qwen3-32B

32Bqwen3conversational

Najlepszy79.3 tok/s

Mediana22.8 tok/s

Min3.2 tok/s

reka-flash-3

RekaAI / reka-flash-3

Llama23 testy szybkości

GLM-5.3-Flash-BF16

zai-org / GLM-5.3-Flash-BF16

321Bglm5_nextconversationalen

BTL-4

badtheorylabs / BTL-4

MoE35Bqwen3_5_moeimage-text-to-textagentic

translation7 testów szybkości

Hy-MT2-7B

tencent / Hy-MT2-7B

7Bhunyuan_v1_densetext-generationzh

Opttext-generation20 testów szybkości

NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4

nvidia / NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4

MoE3B active / 30B totalnemotron_hnvidianemotron-3.5

Najlepszy6.7k tok/s

Mediana293 tok/s

Min77.1 tok/s

Eval score· 3 evalsNVFP4

74.8%

Deepseek-R1text-generation4 testy szybkości

DeepSeek-R1-Distill-Qwen-32B

deepseek-ai / DeepSeek-R1-Distill-Qwen-32B

32Bqwen2conversational

Najlepszy23.3 tok/s

Mediana22.3 tok/s

Min21.4 tok/s

text-generation16 testów szybkości

Ling-3.0-tiny

inclusionAI / Ling-3.0-tiny

MoE8Bbailing_hybridconversational

Najlepszy3.1k tok/s

Mediana143 tok/s

Min52.6 tok/s

Qwentext-generation18 testów szybkości

Nemotron-Cascade-14B-Thinking

nvidia / Nemotron-Cascade-14B-Thinking

14Bqwen3nvidianemotron-cascade

Najlepszy51.9 tok/s

Mediana34.2 tok/s

Min6.2 tok/s

Olmo-3-1125-32B

allenai / Olmo-3-1125-32B

32Bolmo3en

text-generation17 testów szybkości

GLM-Z1-32B-0414

zai-org / GLM-Z1-32B-0414

32Bglm4conversationalzh

Najlepszy22.5 tok/s

Mediana16.4 tok/s

Min5.7 tok/s

Mellum2-12B-A2.5B-Instruct

JetBrains / Mellum2-12B-A2.5B-Instruct

MoE2.5B active / 12B totalmellumconversationalen

Najlepszy83.5 tok/s

Mediana51.8 tok/s

Min41.8 tok/s

Coheretext-generation17 testów szybkości

North-Mini-Code-1.0

CohereLabs / North-Mini-Code-1.0

MoE30Bcohere2_moeconversationalchat

Najlepszy258 tok/s

Mediana102 tok/s

Min38.7 tok/s

Qwenimage-text-to-text17 testów szybkości

Qwen3.5-122B-A10B-GPTQ-Int4

Qwen / Qwen3.5-122B-A10B-GPTQ-Int4

MoE10B active / 122B totalqwen3_5_moeconversational4-bit

Najlepszy1.8k tok/s

Mediana540 tok/s

Min49.1 tok/s

Qwen3.5-2B-Base

Qwen / Qwen3.5-2B-Base

2Bqwen3_5conversational

Llama-3.1-8B

meta-llama / Llama-3.1-8B

8Bfacebookmetallama-3

image-text-to-text5 testów szybkości

Step-3.7-Flash

stepfun-ai / Step-3.7-Flash

MoE201Bstep3p7vision-languagemultimodal

Najlepszy31.0 tok/s

Mediana30.8 tok/s

Min30.7 tok/s

gemma-3-1b-pt

google / gemma-3-1b-pt

Gemmatext-generation

1Bgemma3_text

any-to-any5 testów szybkości

Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16

nvidia / Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16

MoE3B active / 30B totalNemotronH_Nano_Omni_Reasoning_V3feature-extractionnvidia

image-text-to-text15 testów szybkości

GLM-4.6V

zai-org / GLM-4.6V

MoE108Bglm4v_moeconversationalzh

Najlepszy29.6 tok/s

Mediana16.7 tok/s

Min5.7 tok/s

Agents-A1-4B

InternScience / Agents-A1-4B

4Bqwen3_5image-text-to-textvlm

QUEST-30B-RL

osunlp / QUEST-30B-RL

MoE30Bqwen3_moequestconversational

text-generation14 testów szybkości

MiMo-V2.6-Flash-RL

XiaomiMiMo / MiMo-V2.6-Flash-RL

MoE311Bmimo_v2multimodalvision-language

Najlepszy193 tok/s

Mediana12.2 tok/s

Min9.1 tok/s

6Bintern_vit_6bfeature-extraction

InternViT-6B-224px

OpenGVLab / InternViT-6B-224px

image-feature-extraction

Qwen3-30B-A3B-Base

Qwen / Qwen3-30B-A3B-Base

image-text-to-text5 testów szybkości

NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-BF16

nvidia / NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-BF16

MoE12B active / 120B totalnemotron_h_omninvidianemotron-3.5

Najlepszy28.4 tok/s

Mediana17.8 tok/s

Min5.3 tok/s

KAT-Coder-V2.5-Dev

Kwaipilot / KAT-Coder-V2.5-Dev

MoE35Bqwen3_5_moeimage-text-to-textcode

Najlepszy75.9 tok/s

Mediana75.0 tok/s

Min66.3 tok/s

Mistral13 testów szybkości

Mistral-Medium-3.5-128B

mistralai / Mistral-Medium-3.5-128B

LFM2.5-2.6B-Base

LiquidAI / LFM2.5-2.6B-Base

2.6Blfm2liquidlfm2.5

MoE3B active / 35B totalqwen3_5_moe

Tess-4-35B-A3B

migtissera / Tess-4-35B-A3B

Qwen12 testów szybkości

Najlepszy155 tok/s

Mediana140 tok/s

Min33.1 tok/s

text-generation12 testów szybkości

granite-4.0-h-micro

ibm-granite / granite-4.0-h-micro

MoE3Bgranitemoehybridlanguagegranite-4.0

Najlepszy141 tok/s

Mediana41.9 tok/s

Min7.9 tok/s

Eval score· 3 evalsQ4_K_M

53.3%

SmolLM2-135M

HuggingFaceTB / SmolLM2-135M

135Men

text-generation11 testów szybkości

GLM-Z1-Rumination-32B-0414

zai-org / GLM-Z1-Rumination-32B-0414

32Bglm4conversationalzh

Najlepszy22.4 tok/s

Mediana19.7 tok/s

Min8.8 tok/s

Minimaxtext-generation2 testy szybkości

MiniMax-M2.5

MiniMaxAI / MiniMax-M2.5

Najlepszy504 tok/s

Mediana419 tok/s

Min334 tok/s

Qwentext-generation10 testów szybkości

Ornith-1.5-122B

ornith-ai / Ornith-1.5-122B

MoE122Bqwen3_5_moeimage-text-to-textconversational

Najlepszy233 tok/s

Mediana164 tok/s

Min72.0 tok/s

Llamatext-generation7 testów szybkości

Llama-3.2-1B-Instruct

meta-llama / Llama-3.2-1B-Instruct

1Bfacebookmetallama-3

Najlepszy448 tok/s

Mediana184 tok/s

Min68.2 tok/s

SmolLM2-360M

HuggingFaceTB / SmolLM2-360M

360Men

Mistral-Small-3.1-24B-Base-2503

mistralai / Mistral-Small-3.1-24B-Base-2503

24Bvllmmistral3mistral-common

Seed-OSS-36B-Instruct

ByteDance-Seed / Seed-OSS-36B-Instruct

36Bseed_ossvllmconversational

Qwentext-generation10 testów szybkości

Qwen3.6-27B-DFlash

z-lab / Qwen3.6-27B-DFlash

27Bqwen3feature-extractiondflash

Najlepszy215 tok/s

Mediana39.2 tok/s

Min26.9 tok/s

text-generation9 testów szybkości

Step-3.5-Flash

stepfun-ai / Step-3.5-Flash

199Bstep3p5conversational

Najlepszy30.4 tok/s

Mediana15.3 tok/s

Min7.5 tok/s

Spark-X2.5-4B-Base

XHToken / Spark-X2.5-4B-Base

4Bspark2_5llmsparkx2_5

NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

nvidia / NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

MoE3B active / 30B totalnemotron_hnvidiaconversational

Najlepszy313 tok/s

Mediana286 tok/s

Min117 tok/s

text-generation9 testów szybkości

Ling-3.0-flash

inclusionAI / Ling-3.0-flash

MoE127Bbailing_hybridconversational

Najlepszy72.3 tok/s

Mediana43.4 tok/s

Min33.6 tok/s

translation9 testów szybkości

Hunyuan-MT-7B

tencent / Hunyuan-MT-7B

7Bhunyuan_v1_densetext-generation

Najlepszy98.1 tok/s

Mediana74.3 tok/s

Min28.5 tok/s

text-generation5 testów szybkości

MiMo-V2.5

XiaomiMiMo / MiMo-V2.5

MoE311Bmimo_v2multimodalvision-language

Najlepszy33.9 tok/s

Mediana32.7 tok/s

Min28.1 tok/s

Qwen2.5-0.5B

Qwen / Qwen2.5-0.5B

0.5Bqwen2conversationalen

MoE3B active / 30B totalhy_v3text-generationzh

Hy-MT2-30B-A3B

tencent / Hy-MT2-30B-A3B

translation

8Binternlm3conversational

internlm3-8b-instruct

internlm / internlm3-8b-instruct

Internlmtext-generation

Nemotron-Cascade-8B

nvidia / Nemotron-Cascade-8B

8Bqwen3nvidiaNemotron-Cascade

UI-TARS-7B-DPO

ByteDance-Seed / UI-TARS-7B-DPO

7Bqwen2_vlmultimodalgui

text-generation8 testów szybkości

EXAONE-3.5-7.8B-Instruct

LGAI-EXAONE / EXAONE-3.5-7.8B-Instruct

7.8Bexaonelg-aiexaone-3.5

Najlepszy26.8 tok/s

Mediana25.7 tok/s

Min11.2 tok/s

text-generation8 testów szybkości

Ling-2.6-flash

inclusionAI / Ling-2.6-flash

MoE107Bbailing_hybridconversationalen

Najlepszy94.9 tok/s

Mediana86.2 tok/s

Min82.3 tok/s

Gpttext-generation5 testów szybkości

Tinystories-gpt-0.1-3m

segestic / Tinystories-gpt-0.1-3m

text-generation7 testów szybkości

Kimi-Linear-48B-A3B-Instruct

moonshotai / Kimi-Linear-48B-A3B-Instruct

MoE3B active / 48B totalkimi_linearconversational

Najlepszy281 tok/s

Mediana233 tok/s

Min90.0 tok/s

rwkv-7-world

BlinkDL / rwkv-7-world

Starcodertext-generation

rwkvcausal-lmen

Sage-A1.5

InternScience / Sage-A1.5

MoE36Bqwen3_5_moeimage-text-to-textmoe

Najlepszy264 tok/s

Mediana253 tok/s

Min226 tok/s

NVIDIA-Nemotron-3-Super-120B-A12B-BF16

nvidia / NVIDIA-Nemotron-3-Super-120B-A12B-BF16

MoE12B active / 120B totalnemotron_hnvidianemotron-3

Hy3

tencent / Hy3

MoE299Bhy_v3hunyuanhy3

Deepseek-Codertext-generation6 testów szybkości

DeepSeek-Coder-V2-Lite-Instruct

deepseek-ai / DeepSeek-Coder-V2-Lite-Instruct

MoE16Bdeepseek_v2conversational

Najlepszy150 tok/s

Mediana87.0 tok/s

Min39.0 tok/s

Kimi-K2.6

moonshotai / Kimi-K2.6

1Tkimi_k25feature-extractioncompressed-tensors

Llamatext-generation4 testy szybkości

MiniCPM5-2B

openbmb / MiniCPM5-2B

2Bminicpmminicpm5long-context

Najlepszy118 tok/s

Mediana66.8 tok/s

Min61.6 tok/s

glm-4-9b-chat

zai-org / glm-4-9b-chat

Chatglm

9Bglmthudmzh

Qwentext-generation5 testów szybkości

Qwen3-Coder-Next-FP8

Qwen / Qwen3-Coder-Next-FP8

MoE80Bqwen3_nextconversationalfp8

Najlepszy190 tok/s

Mediana152 tok/s

Min112 tok/s

Llamatext-generation5 testów szybkości

Llama-2-7b-hf

meta-llama / Llama-2-7b-hf

7Bfacebookmetallama-2

Najlepszy202 tok/s

Mediana50.4 tok/s

Min19.1 tok/s

Qwenimage-text-to-text3 testy szybkości

Qwen3-VL-8B-Instruct

Qwen / Qwen3-VL-8B-Instruct

8Bqwen3_vlconversational

Najlepszy95.9 tok/s

Mediana89.8 tok/s

Min58.8 tok/s

Qwen2.5-1.5B

Qwen / Qwen2.5-1.5B

1.5Bqwen2conversationalen

Opttext-generation5 testów szybkości

NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4

nvidia / NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4

MoE12B active / 120B totalnemotron_hnvidianemotron-3

Najlepszy262 tok/s

Mediana175 tok/s

Min49.6 tok/s

Qwen3.5-397B-A17B

Qwen / Qwen3.5-397B-A17B

MoE17B active / 397B totalqwen3_5_moeconversational

gemma-3n-E4B

google / gemma-3n-E4B

4Bgemma3nautomatic-speech-recognitionautomatic-speech-translation

Spark-X2.6-4B-Base

XHToken / Spark-X2.6-4B-Base

4Bspark2_5llmsparkx2_5

Qwen3-235B-A22B

Qwen / Qwen3-235B-A22B

MoE22B active / 235B totalqwen3_moeconversational

Spark-X2.5-1.7B-Base

XHToken / Spark-X2.5-1.7B-Base

1.7Bspark2_5llmsparkx2_5

Qwen3-235B-A22B-Thinking-2507

Qwen / Qwen3-235B-A22B-Thinking-2507

MoE22B active / 235B totalqwen3_moeconversational

Najlepszy17.5 tok/s

Mediana15.8 tok/s

Min13.0 tok/s

granite-4.1-8b-base

ibm-granite / granite-4.1-8b-base

8Bgranitelanguagegranite-4.1

Qwen2.5-VL-7B-Instruct

Qwen / Qwen2.5-VL-7B-Instruct

7Bqwen2_5_vlmultimodalconversational

NVIDIA-Nemotron-3-Nano-4B-FP8

nvidia / NVIDIA-Nemotron-3-Nano-4B-FP8

4Bnemotron_hnvidiaconversational

Deepseektext-generation4 testy szybkości

DeepSeek-V4-Flash-DSpark

deepseek-ai / DeepSeek-V4-Flash-DSpark

MoE165Bdeepseek_v48-bitfp8

Najlepszy262 tok/s

Mediana213 tok/s

Min46.4 tok/s

gemma-3-4b-pt

google / gemma-3-4b-pt

4Bgemma3

Minimaxtext-generation2 testy szybkości

MiniMax-M2

MiniMaxAI / MiniMax-M2

Najlepszy493 tok/s

Mediana398 tok/s

Min303 tok/s

GLM-5.1

zai-org / GLM-5.1

MoE754Bglm_moe_dsaconversationalen

text-generation4 testy szybkości

granite-4.1-30b

ibm-granite / granite-4.1-30b

30Bgranitelanguagegranite-4.1

Najlepszy17.9 tok/s

Mediana16.4 tok/s

Min15.6 tok/s

Gemmatext-generation4 testy szybkości

Gemopus-4-26B-A4B-it

Jackrong / Gemopus-4-26B-A4B-it

MoE4B active / 26B totalgemma4instruction-tunedreasoning

Najlepszy64.3 tok/s

Mediana55.0 tok/s

Min45.7 tok/s

Llamatext-generation3 testy szybkości

MiniCPM5-2B-GGUF

openbmb / MiniCPM5-2B-GGUF

2Bminicpmminicpm5long-context

Najlepszy60.5 tok/s

Mediana39.1 tok/s

Min33.7 tok/s

gemma-3-27b-pt

google / gemma-3-27b-pt

27Bgemma3

Nex-N2.5-mini

nex-agi / Nex-N2.5-mini

MoE35Bqwen3_5_moeimage-text-to-textconversational

Qwen3-VL-30B-A3B-Instruct

Qwen / Qwen3-VL-30B-A3B-Instruct

MoE3B active / 30B totalqwen3_vl_moeconversational

Najlepszy56.6 tok/s

Mediana52.2 tok/s

Min47.7 tok/s

Falcon-H1-0.5B-Base

tiiuae / Falcon-H1-0.5B-Base

Falcontext-generation

0.5Bfalcon_h1en

Gemmatext-generation3 testy szybkości

functiongemma-270m-it

google / functiongemma-270m-it

270Mgemma3_textgemma3google

Najlepszy206 tok/s

Mediana193 tok/s

Min169 tok/s

Falcontext-generation3 testy szybkości

Falcon-H1-Tiny-90M-Instruct

tiiuae / Falcon-H1-Tiny-90M-Instruct

90Mfalcon_h1edgeconversational

Najlepszy495 tok/s

Mediana425 tok/s

Min338 tok/s

270Mgemma3_textgemma3google

gemma-3-270m

google / gemma-3-270m

Gemmatext-generation

EXAONE-3.5-7.8B-Instruct-GGUF

LGAI-EXAONE / EXAONE-3.5-7.8B-Instruct-GGUF

7.8Blg-aiexaoneexaone-3.5

Ornith-1.0-397B

ornith-ai / Ornith-1.0-397B

MoE397Bqwen3_5_moeimage-text-to-textconversational

Mellum2-12B-A2.5B-Thinking

JetBrains / Mellum2-12B-A2.5B-Thinking

MoE2.5B active / 12B totalmellumconversationalen

Gemmaimage-text-to-text1 test szybkości

diffusiongemma-26B-A4B-it

google / diffusiongemma-26B-A4B-it

MoE4B active / 26B totaldiffusion_gemmaconversational

Najlepszy529 tok/s

Mediana529 tok/s

Min529 tok/s

MiniCPM3-4B

openbmb / MiniCPM3-4B

4Bminicpm3conversationalzh

LFM3-1.7B-Base

LiquidAI / LFM3-1.7B-Base

1.7Blfm3liquidedge

Groot-19B-A3B-261023-NVFP4

GrootTeam / Groot-19B-A3B-261023-NVFP4

MoE3B active / 19B totalqwen3_5_moeconversational8-bit

Najlepszy426 tok/s

Mediana416 tok/s

Min406 tok/s

Eval score· 2 evalsNVFP4

84.0%

image-text-to-text1 test szybkości

Kimi-K2.5

moonshotai / Kimi-K2.5

1Tkimi_k25feature-extractioncompressed-tensors

Najlepszy74.0 tok/s

Mediana74.0 tok/s

Min74.0 tok/s

Mistraltext-generation2 testy szybkości

Mistral-7B-Instruct-v0.3-GGUF

bartowski / Mistral-7B-Instruct-v0.3-GGUF

flint

RecursiveSI / flint

MoE40Bflintconversational

Minimaximage-text-to-text2 testy szybkości

MiniMax-M3.1-Flash

MiniMaxAI / MiniMax-M3.1-Flash

MoE220Bminimax_m3_vlmultimodalmoe

Najlepszy213 tok/s

Mediana194 tok/s

Min175 tok/s

Qwentext-generation2 testy szybkości

Qwen3-235B-A22B-Instruct-2507

Qwen / Qwen3-235B-A22B-Instruct-2507

MoE22B active / 235B totalqwen3_moeconversational

Najlepszy72.9 tok/s

Mediana72.6 tok/s

Min72.3 tok/s

SmolLM2-1.7B

HuggingFaceTB / SmolLM2-1.7B

1.7Ben

Qwen3-4B-Thinking-2507

Qwen / Qwen3-4B-Thinking-2507

4Bqwen3conversational

TinyLlama-1.1B-Chat-v1.0

TinyLlama / TinyLlama-1.1B-Chat-v1.0

Ternary-Bonsai-8B-unpacked

prism-ml / Ternary-Bonsai-8B-unpacked

8Bqwen3prismmlbonsai

Deepseekimage-text-to-text1 test szybkości

DeepSeek-V4-Flash-Vision-Exp

deepseek-ai / DeepSeek-V4-Flash-Vision-Exp

MoE305Bdeepseek_v4text-generation8-bit

Najlepszy180 tok/s

Mediana180 tok/s

Min180 tok/s

Qwen3.8-27B-Uncensored-int4-AutoRound

johannrplaster / Qwen3.8-27B-Uncensored-int4-AutoRound

27Bqwen3_5vllmintel-xpu

Najlepszy136 tok/s

Mediana117 tok/s

Min97.8 tok/s

stories-llama2-50k

delphi-suite / stories-llama2-50k

Llama2 testy szybkości

delphien

Najlepszy306.1k tok/s

Mediana171.4k tok/s

Min36.7k tok/s

LFM2-24B-A2B

LiquidAI / LFM2-24B-A2B

MoE2B active / 24B totallfm2_moeliquidlfm2

Najlepszy161 tok/s

Mediana161 tok/s

Min161 tok/s

models-moved

ggml-org / models-moved

Qwentext-generation2 testy szybkości

Qwen3.6-27b-ROCmFP4-CIRU-CHAOS-SPEED

jcbtc / Qwen3.6-27b-ROCmFP4-CIRU-CHAOS-SPEED

Eval score· 1 evalROCmFP4

90.5%

text-generation2 testy szybkości

MobileLLM-350M

facebook / MobileLLM-350M

350Mmobilellmfacebookmeta

Najlepszy981 tok/s

Mediana714 tok/s

Min448 tok/s

text-generation2 testy szybkości

MobileLLM-125M

facebook / MobileLLM-125M

125Mmobilellmfacebookmeta

Najlepszy1.3k tok/s

Mediana987 tok/s

Min703 tok/s

OLMo-2-0425-1B

allenai / OLMo-2-0425-1B

1Bolmo2en

text-generation2 testy szybkości

LFM2-700M

LiquidAI / LFM2-700M

Llamatext-generation2 testy szybkości

h2o-danube3-500m-chat

h2oai / h2o-danube3-500m-chat

0.5Bgptllmlarge language model

Najlepszy163 tok/s

Mediana134 tok/s

Min105 tok/s

granite-4.0-1b-base

ibm-granite / granite-4.0-1b-base

MoE1Bgranitemoehybridlanguagegranite-4.0

Phi-4-mini-instruct

microsoft / Phi-4-mini-instruct

Phitext-generation

4Bphi3nlpcode

Minimaxtext-generation2 testy szybkości

MiniMax-M2.1

MiniMaxAI / MiniMax-M2.1

Najlepszy499 tok/s

Mediana416 tok/s

Min333 tok/s

Qwen3.5-35B-A3B-4bit

mlx-community / Qwen3.5-35B-A3B-4bit

MoE3B active / 35B totalqwen3_5_moemlxconversational

Najlepszy140 tok/s

Mediana122 tok/s

Min105 tok/s

Minimaximage-text-to-text

MiniMax-M3

MiniMaxAI / MiniMax-M3

MoE427Bminimax_m3_vlmultimodalmoe

Qwen3-4B-Instruct-2507

Qwen / Qwen3-4B-Instruct-2507

4Bqwen3conversational

VertaLily-1.2-1B-GGUF

VLTX / VertaLily-1.2-1B-GGUF

1Bvltxsovereigntechina-x

Najlepszy667 tok/s

Mediana667 tok/s

Min667 tok/s

gpt-5.6-sol

oroboros-labs / gpt-5.6-sol

Optimage-text-to-text1 test szybkości

Comet_60B_A12B_NVFP4

MultiverseComputingCAI / Comet_60B_A12B_NVFP4

60Bnemotron_h_omniconversationalen

Najlepszy18.2 tok/s

Mediana18.2 tok/s

Min18.2 tok/s

granite-4.0-350m-base

ibm-granite / granite-4.0-350m-base

MoE350Mgranitemoehybridlanguagegranite-4.0

LaMini-GPT-774M

MBZUAI / LaMini-GPT-774M

Gpttext-generation

774Mgpt2en

granite-docling-258M

ibm-granite / granite-docling-258M

258Midefics3text-generationdocuments

bge-base-en-v1.5-gguf

CompendiumLabs / bge-base-en-v1.5-gguf

Qwentext-to-speech1 test szybkości

VieNeu-TTS-0.3B

pnnbao-ump / VieNeu-TTS-0.3B

TIPO-100M

KBlueLeaf / TIPO-100M

SmolLM2-135M-GGUF

QuantFactory / SmolLM2-135M-GGUF

harrier-oss-v1-0.6b

calculatortamer / harrier-oss-v1-0.6b

0.6Bsentence-transformersqwen3mteb

Phitext-to-speech1 test szybkości

VieNeu-TTS-v2-Turbo-GGUF

pnnbao-ump / VieNeu-TTS-v2-Turbo-GGUF

ttsvietnamesebilingual

Najlepszy1.2k tok/s

Mediana1.2k tok/s

Min1.2k tok/s

test-gguf

rarad / test-gguf

TinyStories-656K

raincandy-u / TinyStories-656K

llama2tinyllamasvalidation

tiny1m

shibatch / tiny1m

Llama1 test szybkości

Najlepszy5.0k tok/s

Mediana5.0k tok/s

Min5.0k tok/s

SmolLM-135M

HuggingFaceTB / SmolLM-135M

135Men

MiniLM-L12-H384-uncased

microsoft / MiniLM-L12-H384-uncased

text-classification

bert

30Msentence-transformersbertsentence-similarity

bge-small-en-v1.5

BAAI / bge-small-en-v1.5

feature-extraction

SmolLM2-360M-GGUF

QuantFactory / SmolLM2-360M-GGUF

1Bultravoxfeature-extractionar

ultravox-v0_5-llama-3_2-1b

fixie-ai / ultravox-v0_5-llama-3_2-1b

Llamaaudio-text-to-text

Qwentext-generation1 test szybkości

Qwen3.5-2B-Claude-4.6-Opus-Reasoning-Distilled-GGUF

Jackrong / Qwen3.5-2B-Claude-4.6-Opus-Reasoning-Distilled-GGUF

2Bqwen3_5unslothqwen3.5-2B

Najlepszy341 tok/s

Mediana341 tok/s

Min341 tok/s

Qwen2-0.5B

Qwen / Qwen2-0.5B

0.5Bqwen2pretrainedconversational

Hare-1.1B-base-0.5v-GGUF

mradermacher / Hare-1.1B-base-0.5v-GGUF

MiniCPM5-2B-LocalAI

weareapexcreators / MiniCPM5-2B-LocalAI

LFM2.5-230M-LocalAI

weareapexcreators / LFM2.5-230M-LocalAI

Qwen3.5-4B-MTP-LocalAI

weareapexcreators / Qwen3.5-4B-MTP-LocalAI

4Bimatrixconversational

Najlepszy187 tok/s

Mediana187 tok/s

Min187 tok/s

0.6Bpii_maskingpiiprivacy

PII-Tracer

perplexity-ai / PII-Tracer

Qwentoken-classification

Granite-4.1-3B-LocalAI

weareapexcreators / Granite-4.1-3B-LocalAI

1 test szybkości

3Bimatrixconversational

Najlepszy230 tok/s

Mediana230 tok/s

Min230 tok/s

Qwen3.5-2B-MTP-LocalAI

weareapexcreators / Qwen3.5-2B-MTP-LocalAI

2Bimatrixconversational

Najlepszy343 tok/s

Mediana343 tok/s

Min343 tok/s

Ornith-1.0-9B-MTP-LocalAI

weareapexcreators / Ornith-1.0-9B-MTP-LocalAI

LFM2.5-350M-LocalAI

weareapexcreators / LFM2.5-350M-LocalAI

Qwen3.5-0.8B-LocalAI

weareapexcreators / Qwen3.5-0.8B-LocalAI

0.8Bimatrixconversational

Najlepszy466 tok/s

Mediana466 tok/s

Min466 tok/s

LFM2.5-1.2B-Instruct-LocalAI

weareapexcreators / LFM2.5-1.2B-Instruct-LocalAI

Gemma4-12B-Uncensored-LocalAI

weareapexcreators / Gemma4-12B-Uncensored-LocalAI

Gemma1 test szybkości

Qwen3.5-4B-Uncensored-LocalAI

weareapexcreators / Qwen3.5-4B-Uncensored-LocalAI

TinyMistral-248M-v2

Locutusque / TinyMistral-248M-v2

Mistraltext-generation

248Men

Qwentext-to-speech1 test szybkości

VieNeu-TTS-v2

pnnbao-ump / VieNeu-TTS-v2

290Mqwen3podcastcode-switching

Najlepszy790 tok/s

Mediana790 tok/s

Min790 tok/s

TinyLlama-1.1B-Chat-v0.3

TinyLlama / TinyLlama-1.1B-Chat-v0.3

1.1Ben

sentence-similarity1 test szybkości

sentence-bert-swedish-cased

KBLab / sentence-bert-swedish-cased

120Msentence-transformersbertfeature-extraction

Najlepszy876 tok/s

Mediana876 tok/s

Min876 tok/s

Bonsai-27B-unpacked

prism-ml / Bonsai-27B-unpacked

27Bqwen3_5conversationalprismml

Bonsai-1.7B-unpacked

prism-ml / Bonsai-1.7B-unpacked

1.7Bqwen3prismmlbonsai

feature-extraction1 test szybkości

bge-small-en-v1.5-GGUF

unsloth / bge-small-en-v1.5-GGUF

sentence-transformerssentence-similaritymteb

Najlepszy618 tok/s

Mediana618 tok/s

Min618 tok/s

Kolibri-1-BF16

Aleph-Alpha / Kolibri-1-BF16

MoE78Bkolibri1reasoningmoe

Ling-3.0-tiny-GGUF

inclusionAI / Ling-3.0-tiny-GGUF

qwen-3.8-27b-abliterated

heterodoxin / qwen-3.8-27b-abliterated

Ternary-Bonsai-1.7B-unpacked

prism-ml / Ternary-Bonsai-1.7B-unpacked

1.7Bqwen3prismmlbonsai

Ternary-Bonsai-2-27B-DFlash2-vllm

fraserprice / Ternary-Bonsai-2-27B-DFlash2-vllm

GLM-5.3-BF16

zai-org / GLM-5.3-BF16

MoE753Bglm_moe_dsaconversationalen

Najlepszy6843.6k tok/s

Mediana6843.6k tok/s

Min6843.6k tok/s

Ling-3.0-flash-int4

inclusionAI / Ling-3.0-flash-int4

MoE127Bbailing_hybridconversationalcompressed-tensors

Najlepszy37.3 tok/s

Mediana37.3 tok/s

Min37.3 tok/s

Falcon3-7B-Base

tiiuae / Falcon3-7B-Base

7Bfalcon3enfr

Qwentext-generation1 test szybkości

Ornith-1.5-35B-A3B-NVFP4

ornith-ai / Ornith-1.5-35B-A3B-NVFP4

MoE3B active / 35B totalqwen3_5_moeimage-text-to-textconversational

Najlepszy259 tok/s

Mediana259 tok/s

Min259 tok/s

Eval score· 3 evalsNVFP4

70.9%

Qwen3-30B-A3B-Thinking-2507

Qwen / Qwen3-30B-A3B-Thinking-2507

bitnet-b1.58-2B-4T-bf16

microsoft / bitnet-b1.58-2B-4T-bf16

2Bbitnetchatlarge-language-model

Ministral-3-14B-Base-2512

mistralai / Ministral-3-14B-Base-2512

14Bvllmmistral3mistral-common

rnj-1-instruct-GGUF

EssentialAI / rnj-1-instruct-GGUF

GLM-4.6V-Flash

zai-org / GLM-4.6V-Flash

10Bglm4vconversationalzh

gemma-3n-E4B-it-text-GGUF

lmstudio-community / gemma-3n-E4B-it-text-GGUF

Gemma1 test szybkości

Deepseek-R1text-generation

DeepSeek-R1-0528-Qwen3-8B

deepseek-ai / DeepSeek-R1-0528-Qwen3-8B

8Bqwen3conversational

Deepseek-Codertext-generation1 test szybkości

DeepSeek-Coder-V2-Lite-Instruct-FP8

RedHatAI / DeepSeek-Coder-V2-Lite-Instruct-FP8

MoE16Bdeepseek_v2fp8vllm

Najlepszy237 tok/s

Mediana237 tok/s

Min237 tok/s

Qwen3-Next-80B-A3B-Instruct

Qwen / Qwen3-Next-80B-A3B-Instruct

MoE3B active / 80B totalqwen3_nextconversational

Kimi-K3

moonshotai / Kimi-K3

2.8Tkimi_k3feature-extractioncompressed-tensors

Inkling-Small

thinkingmachines / Inkling-Small

MoE266Binkling_mm_modelconversationalaudio-text-to-text

Qwen3.5-4B-Uncensored-HauhauCS-Aggressive

HauhauCS / Qwen3.5-4B-Uncensored-HauhauCS-Aggressive

4Buncensoredqwen3.5en

Najlepszy82.9 tok/s

Mediana82.9 tok/s

Min82.9 tok/s

Harmonic-Hermes-9B-GGUF

DJLougen / Harmonic-Hermes-9B-GGUF

9Bhermesqwen3_5reasoning

Najlepszy39.2 tok/s

Mediana39.2 tok/s

Min39.2 tok/s

Qwen3.5-27B-Uncensored-HauhauCS-Aggressive

HauhauCS / Qwen3.5-27B-Uncensored-HauhauCS-Aggressive

Eval score· 5 evalsQ4_K_M

27Buncensoredqwen3.5en

Najlepszy30.8 tok/s

Mediana30.8 tok/s

Min30.8 tok/s

91.5%

Mistral-Nemo-Base-2407

mistralai / Mistral-Nemo-Base-2407

12Bvllmmistral-commonen

Falcontext-generation1 test szybkości

Falcon-H1-Tiny-Tool-Calling-90M

tiiuae / Falcon-H1-Tiny-Tool-Calling-90M

90Mfalcon_h1edgeconversational

Najlepszy434 tok/s

Mediana434 tok/s

Min434 tok/s

Falcontext-generation1 test szybkości

Falcon-H1-Tiny-Coder-90M

tiiuae / Falcon-H1-Tiny-Coder-90M

Gpttext-generation1 test szybkości

TinyStories-33M

roneneldan / TinyStories-33M

tinystories-lay4-hs128-hd2-1M

ivnle / tinystories-lay4-hs128-hd2-1M

qwen-3-14b-instruct-gguf

lm-kit / qwen-3-14b-instruct-gguf

12Bgemma-4gemmablereasoning

Gemmable-4-12B-MTP-GGUF

Mia-AiLab / Gemmable-4-12B-MTP-GGUF

Gemma1 test szybkości

Najlepszy71.2 tok/s

Mediana71.2 tok/s

Min71.2 tok/s

Deepseek-Codertext-generation1 test szybkości

DeepSeek-Coder-V2-Lite-Instruct-GGUF

bartowski / DeepSeek-Coder-V2-Lite-Instruct-GGUF

imatrixconversational

Najlepszy57.1 tok/s

Mediana57.1 tok/s

Min57.1 tok/s

Gemmaimage-text-to-text1 test szybkości

gemma-4-31B-v2-MLX-4bit

jdfelo / gemma-4-31B-v2-MLX-4bit

image-text-to-text1 test szybkości

Unlimited-OCR

baidu / Unlimited-OCR

MoE3Bunlimited_ocrfeature-extractionbaidu

Najlepszy365 tok/s

Mediana365 tok/s

Min365 tok/s

Gemmaimage-text-to-text1 test szybkości

gemma-4-26B-A4B-it-QAT-MLX-4bit

lmstudio-community / gemma-4-26B-A4B-it-QAT-MLX-4bit

MoE4B active / 26B totalgemma4mlxconversational

Najlepszy65.3 tok/s

Mediana65.3 tok/s

Min65.3 tok/s

granite-4.1-8b

ibm-granite / granite-4.1-8b

8Bgranitelanguagegranite-4.1

Optimage-text-to-text1 test szybkości

Step-3.7-Flash-NVFP4

stepfun-ai / Step-3.7-Flash-NVFP4

MoE104Bstep3p7vision-languagemultimodal

Najlepszy27.4 tok/s

Mediana27.4 tok/s

Min27.4 tok/s

Qwable-3.6-35b

Mia-AiLab / Qwable-3.6-35b

20Buncensoredabliteratedmxfp4

GPT-OSS-20B-Uncensored-HauhauCS-Aggressive

HauhauCS / GPT-OSS-20B-Uncensored-HauhauCS-Aggressive

Gpt1 test szybkości

Najlepszy66.8 tok/s

Mediana66.8 tok/s

Min66.8 tok/s

Deepseek-R11 test szybkości

UncensoredLM-DeepSeek-R1-Distill-Qwen-14B

uncensoredai / UncensoredLM-DeepSeek-R1-Distill-Qwen-14B

Qwen3.5-9B-Red_Team

LuisPPB16 / Qwen3.5-9B-Red_Team

9Bqwen3_5llama.cppunsloth

Najlepszy35.9 tok/s

Mediana35.9 tok/s

Min35.9 tok/s

Qwen3.5-0.8B-Q8_0.gguf

Manojb / Qwen3.5-0.8B-Q8_0.gguf

Qwentext-generation1 test szybkości

Qwen3.6-35B-A3B-4bit-DWQ

mlx-community / Qwen3.6-35B-A3B-4bit-DWQ

MoE3B active / 35B totalmlxqwen3_5_moeconversational

Najlepszy78.9 tok/s

Mediana78.9 tok/s

Min78.9 tok/s

Llama-2-7b

meta-llama / Llama-2-7b

7Bfacebookmetallama-2

Najlepszy110 tok/s

Mediana110 tok/s

Min110 tok/s

GLM-5

zai-org / GLM-5

MoE754Bglm_moe_dsaconversationalen

Deepseektext-generation1 test szybkości

DeepSeek-V4-Flash-2bit-DQ

mlx-community / DeepSeek-V4-Flash-2bit-DQ

MoE284Bmlxdeepseek_v4conversational

Najlepszy17.0 tok/s

Mediana17.0 tok/s

Min17.0 tok/s

Qwenimage-text-to-text1 test szybkości

Qwen3-VL-2B-Instruct

Qwen / Qwen3-VL-2B-Instruct

2Bqwen3_vlconversational

Najlepszy27.9 tok/s

Mediana27.9 tok/s

Min27.9 tok/s

Llamaimage-text-to-text1 test szybkości

Gemopus-4-26B-A4B-it-GGUF

Jackrong / Gemopus-4-26B-A4B-it-GGUF

MoE4B active / 26B totalgemma4llama.cppvision

Najlepszy94.5 tok/s

Mediana94.5 tok/s

Min94.5 tok/s

granite-4.1-3b-base

ibm-granite / granite-4.1-3b-base

3Bgranitelanguagegranite-4.1

ZAYA1-74B-preview-legacy

Zyphra / ZAYA1-74B-preview-legacy

MoE74Bzaya

ZAYA1-base

Zyphra / ZAYA1-base

9Bzayaconversational

MiMo-V2.6-Pro-RL

XiaomiMiMo / MiMo-V2.6-Pro-RL

MoE1Tmimo_v2multimodalvision-language

Inkling

thinkingmachines / Inkling

MoE952Binkling_mm_modelconversationalaudio-text-to-text

Hy4-preview-FP8

tencent / Hy4-preview-FP8

Opttext-generation

MoE804Bhy_v4hunyuanhy4

Step-3.7-Flash-FP8

stepfun-ai / Step-3.7-Flash-FP8

MoE201Bstep3p7vision-languagemultimodal

GLM-5.3-Flash

RedHatAI / GLM-5.3-Flash

321Bglm5_nextconversationalen

GLM-5.3-Flash-BF16

RedHatAI / GLM-5.3-Flash-BF16

321Bglm5_nextimage-text-to-textconversational

Qwen3.6-35B-A3B

RedHatAI / Qwen3.6-35B-A3B

MoE3B active / 35B totalqwen3_5_moevllmconversational

Muse-Glimmer-30B

RedHatAI / Muse-Glimmer-30B

30Bmuse_glimmerconversational

Qwen3.5-27B-GPTQ-Int4

Qwen / Qwen3.5-27B-GPTQ-Int4

27Bqwen3_5conversational4-bit

GLM-4.5-Air-Base

zai-org / GLM-4.5-Air-Base

MoE110Bglm4_moeenzh

INTELLECT-2

PrimeIntellect / INTELLECT-2

33Bqwen2

Laguna-XS.2

poolside / Laguna-XS.2

MoE33Blagunalaguna-xs.2vllm

Laguna-M.1

poolside / Laguna-M.1

MoE226Bvllmlagunalaguna-m.1

limite-1b-violetto

paradigma-inc / limite-1b-violetto

1Blimitemathematicsreasoning

limite-1b-base

paradigma-inc / limite-1b-base

1Blimitemathematicsreasoning

limite-1b-base-soup

paradigma-inc / limite-1b-base-soup

1Blimitemathematicsreasoning

MoE55B active / 550B totalnemotron_hnvidianemotron-3

NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4

nvidia / NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4

Opttext-generation

Kimi-K2.7-Code

moonshotai / Kimi-K2.7-Code

1Tkimi_k25feature-extractioncompressed-tensors

MoE12B active / 120B totalnemotron_hnvidianemotron-3

NVIDIA-Nemotron-3-Super-120B-A12B-FP8

nvidia / NVIDIA-Nemotron-3-Super-120B-A12B-FP8

Opttext-generation

Nanbeige4.2-3B-Base

Nanbeige / Nanbeige4.2-3B-Base

3Bnanbeigellmconversational

Mistral-Small-4-119B-2603

mistralai / Mistral-Small-4-119B-2603

119Bmistral3vLLMen

Ministral-3-8B-Base-2512

mistralai / Ministral-3-8B-Base-2512

8Bvllmmistral3mistral-common

MoE8Bbailing_hybridcompressed-tensors

Ling-3.0-tiny-int4

inclusionAI / Ling-3.0-tiny-int4

Ling-3.0-tiny-fp8

inclusionAI / Ling-3.0-tiny-fp8

MoE8Bbailing_hybridfp8

Ling-3.0-tiny-base

inclusionAI / Ling-3.0-tiny-base

MoE8Bbailing_hybrid

Ling-3.0-tiny-base-midtrain

inclusionAI / Ling-3.0-tiny-base-midtrain

MoE8Bbailing_hybrid

Ling-3.0-flash-fp8

inclusionAI / Ling-3.0-flash-fp8

MoE127Bbailing_hybridconversationalfp8

Ling-3.0-flash-fp4

inclusionAI / Ling-3.0-flash-fp4

MoE66Bbailing_hybridconversational8-bit

MoE104Bbailing_hybridencompressed-tensors

Ling-2.6-flash-int4

inclusionAI / Ling-2.6-flash-int4

MoE107Bbailing_hybridenfp8

Ling-2.6-flash-fp8

inclusionAI / Ling-2.6-flash-fp8

Ling-2.6-flash-base

inclusionAI / Ling-2.6-flash-base

MoE107Bbailing_hybridconversationalfp8

dots3-note-prev-fp8

dots-studio / dots3-note-prev-fp8

MoE288Bdots3_notetext-generationdots3

lift

datalab-to / lift

10Bqwen3_5pdfextraction

219Bcohere2_visionconversationalchat

command-a-plus-05-2026-bf16

CohereLabs / command-a-plus-05-2026-bf16

Cohereimage-text-to-text

Trinity-Nano-Base-Pre-Anneal

arcee-ai / Trinity-Nano-Base-Pre-Anneal

Arceetext-generation

MoE6Bafmoeenes

MoE399Bafmoeconversationalen

Trinity-Large-TrueBase

arcee-ai / Trinity-Large-TrueBase

Arceetext-generation

Olmo-3-1025-7B

allenai / Olmo-3-1025-7B

7Bolmo3en

LFM2.5-24B-A2B-Base

LiquidAI / LFM2.5-24B-A2B-Base

MoE2B active / 24B totallfm2_moeliquidlfm2.5

MiMo-V2.6-Flash-MOPD

XiaomiMiMo / MiMo-V2.6-Flash-MOPD

MoE311Bmimo_v2multimodalvision-language

Devstral-2-123B-Instruct-2512

mistralai / Devstral-2-123B-Instruct-2512

123Bvllmministral3mistral-common

Qwen2-VL-7B

Qwen / Qwen2-VL-7B

7Bqwen2_vlmultimodalconversational

Qwen3.5-9B-NSC-ACE-SABER-GGUF

GestaltLabs / Qwen3.5-9B-NSC-ACE-SABER-GGUF

9Bqwen3_5nsc-acesaber

MoE2B active / 24B totalconversational

LFM2-24B-A2B-GGUF

lmstudio-community / LFM2-24B-A2B-GGUF