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llm-bench.io — Local LLM Leaderboard

Real-world benchmarks from actual users — LLM-judged quality and speed across coding, agent, role-play & research tasks, grouped by VRAM. Run your own test →
136 models1683 submissions in windowof 2769 total on llm-bench.io
Model VRAM Runs Quality Speed (tok/s) Coding Agent Role-Play Research Updated
unsloth/Qwen3.8-27B-GGUF AMD Radeon RX 7900 XTX
23 GB 29 87.0 44.8 81.7 87.1 91.7 87.6 2026-09-25
64 GB 4 85.9 39.4 79.3 86.2 91.6 86.5 2026-09-27
ukisai/Swift-1.5-Qwen3.8-27B-GGUF:Swift-1.5-Qwen3.8-27B-Q4_K_S AMD Radeon RX 7900 XTX + Advanced Micro Devices, Inc. [AMD/ATI] Raphael
24 GB 3 85.8 72.4 82.3 81.9 90.4 88.7 2026-10-05
64 GB 4 85.4 28.2 76.0 85.0 93.2 87.3 2026-09-29
23 GB 3 85.3 27.6 78.0 85.1 92.9 85.4 2026-09-27
16 GB 6 85.2 49.4 79.2 84.8 88.8 87.9 2026-10-10
64 GB 5 85.2 31.3 79.9 85.8 89.5 85.6 2026-09-29
qwen3.8-27b-ud-q3_k_xl NVIDIA GeForce RTX 5080
16 GB 5 85.1 52.3 77.6 82.2 92.0 88.7 2026-10-10
ukisai/Swift-Qwen3.8-27B-GGUF AMD Radeon RX 7900 XTX
23 GB 6 85.1 33.4 77.2 86.5 88.8 87.7 2026-09-24
23 GB 5 85.0 37.8 80.9 82.0 92.0 85.1 2026-09-24
16 GB 10 84.9 48.9 77.1 83.0 93.5 85.7 2026-10-09
64 GB 5 84.8 116.6 79.8 87.6 87.0 84.6 2026-10-10
64 GB 3 84.7 41.5 77.0 85.9 90.4 85.4 2026-09-24
Qwen3.8-27B-YMQ-M-TI NVIDIA GeForce RTX 5060
8 GB 6 84.6 36.0 78.1 85.0 89.2 86.3 2026-10-05
unsloth/Qwen3.8-27B-GGUF AMD Radeon RX 7900 XTX
24 GB 21 84.5 54.0 79.8 82.9 90.1 85.2 2026-09-30
64 GB 6 84.3 50.2 81.3 81.9 88.6 85.5 2026-10-10
64 GB 10 84.3 38.8 75.9 84.9 88.6 87.8 2026-10-10
Tiel-Coder-35B-A3B-MTP-UD-IQ3_XXS NVIDIA GeForce RTX 5060
8 GB 17 84.2 84.1 77.1 87.7 86.3 85.8 2026-10-05
16 GB 4 84.2 35.5 77.8 79.8 91.9 87.3 2026-10-06
64 GB 3 84.1 73.2 79.3 83.1 89.6 84.4 2026-10-01
swift-1.5-iq3_xxs AMD Radeon RX 7900 XTX + Advanced Micro Devices, Inc. [AMD/ATI] Raphael
24 GB 5 84.0 53.1 78.1 84.8 88.5 84.7 2026-10-03
Nex-N2.5-mini-IQ3_XXS NVIDIA GeForce RTX 5060
8 GB 3 83.9 80.3 84.5 88.5 81.5 80.9 2026-10-01
swift-1.5-qwen3.8-27b-uncensored NVIDIA GeForce RTX 5060 Ti + NVIDIA GeForce RTX 5090
31 GB 12 83.8 277.4 77.3 84.1 89.8 84.0 2026-10-08
unsloth/Muse-Glimmer-30B-GGUF:UD-IQ3_XXS AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 5 83.7 37.6 69.0 90.6 91.6 83.4 2026-10-10
Ornith-1.5-35B-A3B-GSQ-RCO-3bit NVIDIA GeForce RTX 5060
8 GB 4 83.5 94.2 75.8 86.1 86.8 85.3 2026-10-04
8 GB 4 83.4 97.3 77.5 81.6 88.7 85.9 2026-09-30
48 GB 3 83.4 59.2 76.5 88.2 86.4 82.7 2026-09-15
12 GB 3 83.3 58.9 74.6 87.2 87.4 84.1 2026-10-11
ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF:IQ3_S-mtp AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 5 83.3 46.9 73.3 83.1 89.7 87.2 2026-10-05
128 GB 69 83.3 45.0 77.0 81.3 88.9 85.9 2026-09-22
ornith-ai/Ornith-1.5-35B-A3B-GGUF AMD Radeon RX 7900 XTX
24 GB 4 83.2 90.8 83.8 72.4 90.3 86.1 2026-09-30
dirk-qwen3.8-27b@iq3_xxs AMD Radeon RX 9070/9070 XT/9070 GRE
15 GB 3 83.2 18.8 74.5 87.1 84.9 86.3 2026-09-14
48 GB 7 83.1 70.7 76.9 81.2 88.8 85.4 2026-09-29
64 GB 16 83.1 41.8 76.2 82.9 89.7 83.7 2026-10-10
128 GB 26 83.1 38.6 77.6 77.9 90.4 86.3 2026-09-24
Nex-N2.5-mini-IQ3_XXS AMD Radeon RX 7800 XT
16 GB 3 83.0 102.4 78.6 87.3 85.0 81.0 2026-10-05
Qwen3.8Next Apple M5 Max
128 GB 4 83.0 54.7 74.7 84.7 89.4 83.2 2026-09-26
qwen3 AMD Radeon RX 6700/6700 XT/6750 XT / 6800M/6850M XT + AMD Radeon RX 6800/6800 XT / 6900 XT
15 GB 3 83.0 35.7 73.7 82.8 92.1 83.5 2026-09-25
128 GB 3 82.9 51.8 76.6 84.1 86.2 84.7 2026-09-12
128 GB 65 82.9 34.2 78.2 77.8 89.5 86.2 2026-09-27
qwen3.8-27b-splash Apple M4 Max
128 GB 97 82.7 73.5 77.3 78.2 90.0 85.3 2026-10-03
128 GB 90 82.7 56.4 74.3 83.0 89.5 84.1 2026-09-23
IsValorum/Ornith-1.5-35B-A3B-APEX-I-NanoPlus-GGUF AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 3 82.6 104.3 76.5 83.7 86.8 83.5 2026-10-05
128 GB 23 82.6 61.1 74.6 83.1 88.9 83.8 2026-09-22
128 GB 3 82.6 19.2 68.2 86.3 93.1 82.7 2026-09-27
16 GB 4 82.4 39.6 79.0 83.8 81.5 85.5 2026-10-06
qwen3.8:27b-q4_K_M AMD Radeon RX 7800 XT
16 GB 4 82.4 26.7 77.3 77.4 92.0 83.0 2026-10-11
ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-IQ3_S NVIDIA GeForce RTX 5070 Ti
16 GB 4 82.3 48.6 65.9 85.7 91.1 86.3 2026-09-15
128 GB 14 82.1 47.8 62.2 89.3 90.3 86.6 2026-09-13
16 GB 3 82.0 110.7 78.9 76.2 85.3 87.8 2026-10-09
128 GB 21 81.9 53.8 65.0 83.4 90.3 88.9 2026-09-13
qwen3.8-27b-splash Apple M5 Max
64 GB 11 81.7 73.4 73.1 79.8 89.7 84.1 2026-10-10
128 GB 73 81.7 64.0 72.6 82.7 87.4 84.2 2026-09-27
unsloth/Muse-Glimmer-30B-GGUF:UD-Q4_K_XL Advanced Micro Devices, Inc. [AMD/ATI] Device 7551
32 GB 3 81.7 34.3 72.2 84.9 84.3 85.2 2026-10-04
Ternary-Bonsai-2-27B-PTQ1_0 NVIDIA GeForce RTX 4070
12 GB 5 81.6 50.7 62.0 87.4 91.1 85.9 2026-10-08
16 GB 14 81.6 39.1 76.6 83.8 84.0 81.8 2026-09-22
muse-glimmer:30b-q4_K_M AMD Radeon RX 7800 XT
16 GB 3 81.5 27.8 69.0 90.6 84.7 81.5 2026-10-11
64 GB 4 81.4 24.6 57.3 85.4 95.8 87.3 2026-10-06
24 GB 6 81.3 113.1 78.9 81.6 82.3 82.4 2026-10-02
128 GB 3 81.3 59.5 69.3 84.2 91.5 80.0 2026-09-12
ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF:IQ3_XXS-mtp AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 5 81.2 42.4 64.6 85.7 88.8 85.7 2026-10-05
cyber-tiel-coder-35b-a3b-mtp AMD Radeon RX 7900 XTX
24 GB 9 81.1 115.9 69.6 86.4 85.9 82.5 2026-10-01
128 GB 4 81.1 63.8 70.3 85.2 87.0 82.0 2026-09-12
16 GB 41 80.9 60.2 76.5 82.9 82.4 81.8 2026-09-23
8 GB 7 80.7 88.4 76.7 75.0 88.6 82.6 2026-09-28
64 GB 20 80.3 137.0 73.9 81.2 81.1 85.1 2026-09-12
8 GB 3 79.8 39.2 62.1 81.9 93.6 81.7 2026-09-28
128 GB 4 79.7 52.4 62.7 83.4 88.5 84.0 2026-09-14
unsloth/Qwen3.6-35B-A3B-MTP-GGUF:UD-Q4_K_XL Advanced Micro Devices, Inc. [AMD/ATI] Device 7551
32 GB 3 79.5 101.0 69.8 78.0 88.4 81.8 2026-10-04
Qwen3.6-35B-A3B-GSQ-hybrid NVIDIA GeForce RTX 5060
8 GB 3 79.5 82.9 69.8 81.0 88.5 78.6 2026-10-04
Qwen3.8-27B-Q4_K_S AMD Radeon RX 6700/6700 XT/6750 XT / 6800M/6850M XT + AMD Radeon RX 6800/6800 XT / 6900 XT
15 GB 3 79.5 36.1 69.2 77.9 85.7 85.2 2026-09-25
64 GB 4 78.8 60.5 63.0 80.1 88.1 84.1 2026-10-02
unsloth/Qwen3.8-27B-GGUF:UD-Q4_K_XL Advanced Micro Devices, Inc. [AMD/ATI] Device 7551
32 GB 5 78.7 34.6 52.2 87.0 89.5 86.2 2026-10-10
Ornith-1.5-35B-A3B-Q5_K_M Tesla P100-PCIE-16GB
16 GB 3 78.4 33.4 71.9 82.8 83.3 75.5 2026-09-21
tiel-coder-35b-a3b-mtp AMD Radeon RX 9050 / 9060 XT
15 GB 6 78.3 76.5 65.5 82.1 83.0 82.5 2026-09-22
ukisai/Swift-1.5-Qwen3.8-27B-GGUF AMD Radeon RX 7900 XTX
24 GB 3 78.1 55.3 52.4 87.3 88.0 84.8 2026-09-28
Qwen3.8-35B-A3B-Distill.Q4_K_M Tesla P100-PCIE-16GB
16 GB 3 77.8 41.2 69.8 77.3 89.1 74.9 2026-09-21
swift-1.5-iq2_xs AMD Radeon RX 7900 XTX
24 GB 5 77.7 80.2 61.9 72.9 92.3 83.8 2026-10-11
Qwen3.6-35B-A3B-UD-IQ2_XXS AMD Radeon RX 7900 XTX
24 GB 12 77.6 209.8 71.9 75.6 83.3 79.7 2026-10-02
pfeifferj/Ornith-1.5-35B-A3B-GSQ-RCO-GGUF:3bit AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 10 77.4 88.5 73.9 63.7 86.9 85.1 2026-10-08
nail-qwen3.6-35b-a3b AMD Radeon RX 9050 / 9060 XT
15 GB 4 77.4 51.0 71.5 79.7 83.0 75.1 2026-09-22
Ornith-1.5-9B-Q6_K NVIDIA GeForce RTX 5060
8 GB 3 76.9 60.0 74.0 65.5 84.2 83.9 2026-09-23
Qwen3.8-27B-Q8_0 AMD Radeon RX 7900 XTX
24 GB 22 76.8 59.6 71.7 75.8 82.0 77.8 2026-09-16
Tiel-Coder-35B-A3B-MTP-UD-Q2_K_XL NVIDIA GeForce RTX 5060
8 GB 4 76.6 105.8 62.0 77.6 82.8 83.8 2026-09-28
prism-ml/Ternary-Bonsai-2-27B-gguf:PQ2_0 AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 7 75.8 41.5 48.2 84.4 86.0 84.5 2026-10-05
ornith-1.5-9b NVIDIA GeForce RTX 5080
16 GB 3 75.7 124.8 71.3 66.6 83.3 81.5 2026-10-11
qwen3.8-27b-gsq-rco@iq2_xs AMD Radeon RX 7900 GRE
16 GB 3 75.6 31.2 78.0 64.6 82.7 77.2 2026-10-08
IsValorum/Occamy-1.0-APEX-I-NanoPlus-GGUF AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 8 74.9 104.0 56.0 75.0 84.5 84.0 2026-10-06
unsloth/Ornith-1.0-9B-GGUF NVIDIA GeForce RTX 4070
11 GB 3 74.7 62.2 61.5 80.4 78.6 78.4 2026-09-26
gemma-4-26B-A4B-it-UD-IQ4_NL NVIDIA GeForce RTX 5060
8 GB 3 74.5 83.2 67.6 82.5 80.5 67.5 2026-09-12
protoLabsAI/Ornith-1.5-9B-MTP-GGUF:Q5_K_M AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 5 74.5 78.9 53.8 76.4 82.5 85.5 2026-10-06
16 GB 3 74.3 38.3 61.6 75.4 81.6 78.8 2026-09-22
12 GB 3 74.0 54.7 62.8 62.9 88.1 82.3 2026-10-01
Tiel-Coder-35B-A3B-UD-IQ3_XXS Tesla P100-PCIE-16GB
16 GB 3 72.6 57.2 67.1 73.1 73.5 76.5 2026-09-21
Qwen3.8-27B-UD-Q3_K_XL NVIDIA GeForce RTX 5070 Ti
16 GB 10 71.5 63.2 33.4 84.4 90.0 78.3 2026-10-03
ggml-org/gpt-oss-20b-GGUF AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 3 71.4 142.1 72.3 78.8 57.6 76.8 2026-10-05
gemma4:26b-a4b-it-qat AMD Radeon RX 7800 XT
16 GB 3 71.3 72.2 64.8 75.7 76.2 68.5 2026-10-09
unsloth/gemma-4-12B-it-qat-GGUF NVIDIA GeForce RTX 4070
11 GB 4 70.9 58.5 61.3 69.6 81.8 70.8 2026-09-27
gemma4:12b-it-qat AMD Radeon RX 7800 XT
15 GB 3 70.9 47.3 65.0 74.4 75.5 68.8 2026-09-21
8 GB 4 70.7 51.7 69.5 68.5 74.4 70.3 2026-10-04
128 GB 3 70.6 71.5 52.5 72.1 79.0 78.9 2026-09-18
unsloth/Qwen3.5-9B-MTP-GGUF NVIDIA GeForce RTX 4070
11 GB 8 68.5 92.1 56.1 67.8 78.7 71.6 2026-09-27
JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF:MXFP4_MOE AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 9 68.0 168.0 58.4 72.7 71.8 69.1 2026-10-10
64 GB 3 67.9 97.1 52.6 75.5 69.5 74.0 2026-10-09
ornith-ai/Ornith-1.5-9B-GGUF NVIDIA GeForce RTX 4070
12 GB 5 67.6 63.7 46.6 58.0 83.4 82.5 2026-10-06
prism-ml/Ternary-Bonsai-2-27B-gguf NVIDIA GeForce RTX 4070
11 GB 7 67.3 48.6 40.4 82.2 83.4 63.5 2026-09-27
unsloth/gemma-4-E4B-it-qat-GGUF NVIDIA GeForce RTX 3070 Ti
8 GB 3 67.0 176.2 50.7 79.3 74.1 63.8 2026-10-04
occamy-1.0.i1-IQ3_XXS NVIDIA GeForce RTX 5060
8 GB 3 66.6 78.2 28.7 64.1 89.4 84.4 2026-09-30
unsloth/Qwen3.5-4B-MTP-GGUF NVIDIA GeForce RTX 4070
12 GB 13 66.2 114.6 56.0 62.2 75.1 71.6 2026-10-07
apodex_Apodex-1.1-mini-IQ2_M NVIDIA GeForce RTX 5060
8 GB 4 65.9 94.3 58.8 55.2 76.7 72.8 2026-10-01
8 GB 4 64.8 79.7 52.9 74.1 71.5 60.8 2026-09-29
ornith-ai/Ornith-1.5-9B-GGUF NVIDIA GeForce RTX 4070
11 GB 3 64.7 66.4 28.1 66.7 78.4 85.6 2026-09-28
16 GB 3 63.4 38.5 73.7 74.5 35.8 69.6 2026-09-21
google/gemma-4-e2b Intel(R) Arc(TM) Pro 140T GPU (16GB) + NVIDIA RTX PRO 500 Blackwell Generation Laptop GPU
5 GB 3 63.2 46.7 43.5 67.0 75.5 66.6 2026-09-22
unsloth/Qwen3.5-4B-MTP-GGUF NVIDIA GeForce RTX 4070
11 GB 7 61.2 110.0 52.4 52.8 73.4 66.2 2026-09-28
bartowski/Ornith-1.5-9B-GGUF:IQ4_XS NVIDIA GeForce RTX 4070
12 GB 3 61.1 70.3 52.0 32.7 85.4 74.4 2026-10-10
16 GB 3 59.7 34.3 36.3 68.5 69.6 64.5 2026-09-21
qwen3.8 27b AMD Radeon RX 7900 XTX
24 GB 4 58.9 51.8 26.6 83.6 85.1 40.1 2026-09-14
speakleash/Bielik-11B-v3.0-Instruct-GGUF:Q5_K_M AMD Radeon RX 9070/9070 XT/9070 GRE
16 GB 5 55.1 58.3 23.1 75.4 71.5 50.4 2026-10-10
128 GB 3 54.0 77.4 7.6 61.5 78.8 68.2 2026-09-20
unsloth/Qwen3.8-27B-GGUF NVIDIA GeForce RTX 4070
11 GB 8 54.0 40.1 8.1 71.2 81.1 55.4 2026-09-27
qwen3:14b NVIDIA GeForce RTX 5060 Ti
16 GB 3 53.4 189.2 6.7 69.1 74.9 62.9 2026-10-01
LFM2.5-8B-A1B-Q4_K_M NVIDIA GeForce RTX 4070
11 GB 4 50.4 281.2 9.1 72.6 70.9 48.8 2026-09-18
unsloth/LFM2.5-8B-A1B-GGUF NVIDIA GeForce RTX 4070
11 GB 3 50.0 246.9 16.9 67.3 68.0 48.0 2026-09-28
Ornith-1.5-35B-Q8_0 AMD Radeon RX 7900 XTX
24 GB 7 49.9 73.1 46.9 51.6 52.0 49.2 2026-09-15
prism-ml/Ternary-Bonsai-8B-gguf:Q2_0 NVIDIA GeForce RTX 4070
12 GB 3 48.5 151.1 21.2 64.0 67.7 41.1 2026-10-10
ling-oq4e Apple M1
16 GB 4 46.1 47.6 6.2 64.1 59.5 54.8 2026-09-12
ling-oq8e Apple M1
16 GB 6 44.0 33.8 6.0 73.7 45.3 51.1 2026-09-12
11 GB 4 42.9 93.4 11.6 52.4 55.5 52.2 2026-09-27
unsloth/Qwen3.5-2B-MTP-GGUF NVIDIA GeForce RTX 4070
11 GB 8 42.8 163.6 37.0 47.3 56.3 30.7 2026-09-28
bartowski/MiniCPM5-2B-GGUF NVIDIA GeForce RTX 4070
11 GB 4 42.5 171.2 10.9 50.1 43.3 65.8 2026-09-28
unsloth/LFM2.5-1.2B-Instruct-GGUF NVIDIA GeForce RTX 4070
11 GB 6 35.5 350.9 6.8 61.6 51.7 21.9 2026-09-26
unsloth/LFM2.5-1.2B-Thinking-GGUF NVIDIA GeForce RTX 4070
11 GB 8 31.2 321.5 7.4 43.7 48.3 25.3 2026-09-26
11 GB 3 27.4 74.6 11.2 32.4 41.4 24.6 2026-09-27
unsloth/LFM2.5-VL-1.6B-GGUF NVIDIA GeForce RTX 4070
11 GB 3 20.6 848.6 4.3 11.7 39.1 27.1 2026-09-26
unsloth/Qwen3.5-0.8B-MTP-GGUF NVIDIA GeForce RTX 4070
11 GB 5 19.6 341.9 11.4 28.1 21.7 17.1 2026-09-27

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