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Open models running on NVIDIA, AMD and Apple silicon.
llama.cpp · Q8_0
M4 Pro · 24 GB unifiedBest value
Q8_0 · needs 4 GB · est. 258–366 tok/s
RTX 4090 · 24 GBFastest
Q8_0 · needs 4 GB · est. 953–1351 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q8_0 · needs 4 GB · est. 862–1222 tok/s
Unavailable
M1 · 16 GB unified
Q8_0 · needs 4 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 4 GB
Unavailable
RX 6800 XT · 16 GB
needs 4 GB
Unavailable
RTX 3090 · 24 GB
needs 4 GB
Unavailable
RTX 4090 · 24 GB
needs 4 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RX 6800 XT · 16 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
Container
RTX 3090 · 24 GB
needs 15 GB
Unavailable
RTX 4090 · 24 GB
needs 15 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 4 GB
Unavailable
RTX 3090 · 24 GB
needs 4 GB
Unavailable
RTX 4090 · 24 GB
needs 4 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 4 GB
Unavailable
RTX 3090 · 24 GB
needs 4 GB
Unavailable
RTX 4090 · 24 GB
needs 4 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 4 GB
Unavailable
RTX 3090 · 24 GB
needs 4 GB
Unavailable
RTX 4090 · 24 GB
needs 4 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 33–48 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 122–175 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 111–158 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 4 GB · est. 146–208 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 4 GB · est. 541–767 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 4 GB · est. 489–694 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 4 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 11 GB · est. 18–26 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 67–96 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 60–87 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 11 GB
Unavailable
vLLM · BF16
No hardware in this list has enough memory.
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 30–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 34–50 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 129–183 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 116–166 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 11–17 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 42–60 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 39–56 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 122–175 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 111–158 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
M1 Pro · 16 GB unified
Q4_K_M, Q8 · needs 8 GB · est. 24–35 tok/s
Unavailable
Gemma 3 12B
12Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 11 GB · est. 22–32 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 82–118 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 74–107 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 11 GB
Unavailable
Gemma 3 270M
270Mllama.cpp · Q8_0
M4 Pro · 24 GB unifiedBest value
Q8_0, Q4, FP16 · needs 4 GB · est. 561–796 tok/s
RTX 4090 · 24 GBFastest
Q8_0, Q4, FP16 · needs 4 GB · est. 2074–2939 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q8_0, Q4, FP16 · needs 4 GB · est. 1876–2659 tok/s
Unavailable
M1 · 16 GB unified
Q8_0, Q4, FP16 · needs 4 GB
Unavailable
Gemma 3 27B
27Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 9–15 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 36–52 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 33–49 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 65–94 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 242–345 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 219–312 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
llama.cpp · Q8_0
M4 Pro · 24 GB unifiedBest value
Q8_0 · needs 11 GB · est. 22–32 tok/s
RTX 4090 · 24 GBFastest
Q8_0 · needs 11 GB · est. 82–117 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q8_0 · needs 11 GB · est. 74–106 tok/s
Unavailable
M1 · 16 GB unified
Q8_0 · needs 11 GB
Unavailable
Gemma 4 12B
12Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 15 GB · est. 22–33 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 15 GB · est. 84–121 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 15 GB
Unavailable
M1 Pro · 16 GB unified
Q4_K_M, Q8 · needs 15 GB · est. 16–24 tok/s
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 9–14 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 35–51 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 33–47 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
Gemma 4 31B
31Bllama.cpp · Q4_K_M
M4 Max · 48 GB unifiedFastest
Q4_K_M, Q8 · needs 44 GB · est. 13–20 tok/s
Unavailable
M3 Max · 48 GB unified
Q4_K_M, Q8 · needs 44 GB · est. 9–14 tok/s
Unavailable
M4 Pro · 48 GB unified
Q4_K_M, Q8 · needs 44 GB · est. 8–13 tok/s
Unavailable
Instinct MI210 · 64 GB
Q4_K_M, Q8 · needs 44 GB
Unavailable
- G3
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 30–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
- G
gpt-oss-120b
120BvLLM · MXFP4
No hardware in this list has enough memory.
- GM
llama.cpp · MXFP4
No hardware in this list has enough memory.
- G
gpt-oss-20b
20Bllama.cpp · MXFP4
RTX 4090 · 24 GBFastest
MXFP4, Q8 · needs 15 GB · est. 49–71 tok/s
Unavailable
RTX 3090 · 24 GB
MXFP4, Q8 · needs 15 GB · est. 46–66 tok/s
Unavailable
- G
gpt-oss-20b
20BvLLM · MXFP4
RTX 4090 · 24 GBFastest
MXFP4, Q8 · needs 22 GB · est. 43–63 tok/s
Unavailable
RTX 3090 · 24 GB
MXFP4, Q8 · needs 22 GB · est. 40–58 tok/s
Unavailable
llama.cpp · Q4_K_M
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 42–60 tok/s
Unavailable
M4 Pro · 24 GB unified
Q4_K_M · needs 22 GB · est. 11–17 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 39–56 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 67–96 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 60–87 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 11 GB
Unavailable
M1 Pro · 16 GB unified
Q4_K_M · needs 11 GB · est. 13–19 tok/s
Unavailable
llama.cpp · Q4_K_M
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 30–44 tok/s
Unavailable
M4 Pro · 24 GB unified
Q4_K_M · needs 22 GB · est. 8–12 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
JupyterLab
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
JupyterLab
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RX 6800 XT · 16 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
JupyterLab
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 4 GB
Unavailable
RTX 3090 · 24 GB
needs 4 GB
Unavailable
RTX 4090 · 24 GB
needs 4 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 33–48 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 122–175 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 111–158 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 4 GB · est. 202–288 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 4 GB · est. 748–1061 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 4 GB · est. 677–960 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 4 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 81–115 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 299–425 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 270–384 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
vLLM · AWQ
No hardware in this list has enough memory.
llama.cpp · Q4_K_M
M4 Max · 48 GB unifiedFastest
Q4_K_M · needs 44 GB · est. 5–9 tok/s
Unavailable
M3 Max · 48 GB unified
Q4_K_M · needs 44 GB · est. 4–6 tok/s
Unavailable
M4 Pro · 48 GB unified
Q4_K_M · needs 44 GB · est. 3–6 tok/s
Unavailable
Instinct MI210 · 64 GB
Q4_K_M · needs 44 GB
Unavailable
Container
RTX 3090 · 24 GB
needs 22 GB
Unavailable
RTX 4090 · 24 GB
needs 22 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
Container
RTX 3090 · 24 GB
needs 22 GB
Unavailable
RTX 4090 · 24 GB
needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 11–17 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 42–60 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 39–56 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 37–54 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 138–196 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 125–178 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 11–17 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 42–60 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 39–56 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q8_0
M4 Pro · 24 GB unifiedBest value
Q8_0 · needs 4 GB · est. 1120–1588 tok/s
RTX 4090 · 24 GBFastest
Q8_0 · needs 4 GB · est. 4138–5863 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q8_0 · needs 4 GB · est. 3744–5305 tok/s
Unavailable
M1 · 16 GB unified
Q8_0 · needs 4 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RX 6800 XT · 16 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 36–52 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 135–192 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 122–174 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 11 GB · est. 36–52 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 11 GB · est. 135–192 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 11 GB · est. 122–174 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 11 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 31–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
- O3
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 31–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 38–56 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 143–204 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 129–184 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 8 GB · est. 68–97 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 8 GB · est. 252–359 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 8 GB · est. 228–324 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 8 GB
Unavailable
- P1
Phi-4 14B
14Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 11 GB · est. 18–26 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 66–95 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 60–86 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 11 GB
Unavailable
- PM
Phi-4 mini 3.8B
3.8Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 65–94 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 242–344 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 219–312 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
- PR
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 11 GB · est. 18–26 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 66–95 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 60–86 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 11 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 4 GB
Unavailable
RX 6800 XT · 16 GB
needs 4 GB
Unavailable
RTX 3090 · 24 GB
needs 4 GB
Unavailable
RTX 4090 · 24 GB
needs 4 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 11 GB · est. 18–26 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 67–96 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 60–87 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 11 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 30–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
Container
RTX 3090 · 24 GB
needs 22 GB
Unavailable
RTX 4090 · 24 GB
needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 34–50 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 129–183 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 116–166 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
llama.cpp · Q4_K_M
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 4 GB · est. 541–767 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 4 GB · est. 489–694 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 4 GB
Unavailable
M1 Pro · 16 GB unified
Q4_K_M, Q8, FP16 · needs 4 GB · est. 107–153 tok/s
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 4 GB · est. 146–208 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 4 GB · est. 541–767 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 4 GB · est. 489–694 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 4 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 11 GB · est. 18–26 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 67–96 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 60–87 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 11 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 30–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
Qwen3 1.7B
1.7Bllama.cpp · Q8_0
M4 Pro · 24 GB unifiedBest value
Q8_0, Q4, FP16 · needs 8 GB · est. 89–127 tok/s
RTX 4090 · 24 GBFastest
Q8_0, Q4, FP16 · needs 8 GB · est. 329–468 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q8_0, Q4, FP16 · needs 8 GB · est. 298–423 tok/s
Unavailable
M1 · 16 GB unified
Q8_0, Q4, FP16 · needs 8 GB
Unavailable
Qwen3 14B
14BvLLM · AWQ
RTX 4090 · 24 GBFastest
AWQ, Q8 · needs 15 GB · est. 60–86 tok/s
Unavailable
RTX 3090 · 24 GB
AWQ, Q8 · needs 15 GB · est. 56–80 tok/s
Unavailable
Qwen3 14B
14Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8 · needs 11 GB · est. 18–26 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8 · needs 11 GB · est. 67–96 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M · needs 11 GB · est. 60–87 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M · needs 11 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–13 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 32–47 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 30–43 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–13 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 32–47 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 30–43 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
Qwen3 32B
32BvLLM · AWQ
No hardware in this list has enough memory.
Qwen3 32B
32Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 30–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 65–93 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 242–344 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 219–311 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
Qwen3 4B
4Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 65–93 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 242–344 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 219–311 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 65–93 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 242–344 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 219–311 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
Qwen3 8B
8BContainer
RTX 3090 · 24 GB
needs 22 GB
Unavailable
RTX 4090 · 24 GB
needs 22 GB
Unavailable
Qwen3 8B
8BvLLM · AWQ
RTX 4090 · 24 GBFastest
AWQ, Q8, FP16 · needs 11 GB · est. 98–141 tok/s
Unavailable
RTX 3080 Ti · 12 GB
AWQ, Q8 · needs 11 GB · est. 89–127 tok/s
Unavailable
RTX 3090 · 24 GB
AWQ, Q8, FP16 · needs 11 GB · est. 91–131 tok/s
Unavailable
Qwen3 8B
8BvLLM · BF16
RTX 4090 · 24 GBFastest
BF16, Q4, Q8 · needs 22 GB · est. 36–53 tok/s
Unavailable
RTX 3090 · 24 GB
BF16, Q4, Q8 · needs 22 GB · est. 34–49 tok/s
Unavailable
RX 7900 XTX · 24 GB
BF16, Q4, Q8 · needs 22 GB
Unavailable
Instinct MI210 · 64 GB
BF16, Q4, Q8 · needs 22 GB
Unavailable
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–13 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 32–47 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 30–43 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
llama.cpp · Q8_0
M4 Pro · 24 GB unifiedBest value
Q8_0, Q4, FP16 · needs 4 GB · est. 256–364 tok/s
RTX 4090 · 24 GBFastest
Q8_0, Q4, FP16 · needs 4 GB · est. 946–1341 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q8_0, Q4, FP16 · needs 4 GB · est. 856–1213 tok/s
Unavailable
M1 · 16 GB unified
Q8_0, Q4, FP16 · needs 4 GB
Unavailable
llama.cpp · Q4_K_M
No hardware in this list has enough memory.
llama.cpp · Q4_K_M
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 34–49 tok/s
Unavailable
M4 Pro · 24 GB unified
Q4_K_M · needs 22 GB · est. 9–14 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 31–45 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
QwQ 32B
32Bllama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M · needs 22 GB · est. 8–12 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M · needs 22 GB · est. 30–44 tok/s
Unavailable
RTX 3090 · 24 GB
Q4_K_M · needs 22 GB · est. 28–41 tok/s
Unavailable
RX 7900 XTX · 24 GB
Q4_K_M · needs 22 GB
Unavailable
JupyterLab
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
llama.cpp · Q4_K_M
M4 Max · 48 GB unifiedFastest
Q4_K_M, Q8 · needs 30 GB · est. 11–17 tok/s
Unavailable
M1 Max · 32 GB unified
Q4_K_M · needs 30 GB · est. 11–16 tok/s
Unavailable
M2 Max · 32 GB unified
Q4_K_M · needs 30 GB · est. 11–16 tok/s
Unavailable
M3 Max · 48 GB unified
Q4_K_M, Q8 · needs 30 GB · est. 8–12 tok/s
Unavailable
Container
RTX 3090 · 24 GB
needs 15 GB
Unavailable
RTX 4090 · 24 GB
needs 15 GB
Unavailable
- S1
llama.cpp · Q8_0
M4 Pro · 24 GB unifiedBest value
Q8_0, Q4, FP16 · needs 8 GB · est. 89–128 tok/s
RTX 4090 · 24 GBFastest
Q8_0, Q4, FP16 · needs 8 GB · est. 332–471 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q8_0, Q4, FP16 · needs 8 GB · est. 300–426 tok/s
Unavailable
M1 · 16 GB unified
Q8_0, Q4, FP16 · needs 8 GB
Unavailable
- S1
llama.cpp · Q4_K_M
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 543–771 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 8 GB · est. 491–697 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB
Unavailable
M1 Pro · 16 GB unified
Q4_K_M, Q8, FP16 · needs 8 GB · est. 107–153 tok/s
Unavailable
- S3
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 4 GB · est. 85–122 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 4 GB · est. 315–448 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8, FP16 · needs 4 GB · est. 285–405 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8, FP16 · needs 4 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 4 GB
Unavailable
RTX 3090 · 24 GB
needs 4 GB
Unavailable
RTX 4090 · 24 GB
needs 4 GB
Unavailable
Container
RTX 3090 · 24 GB
needs 22 GB
Unavailable
RTX 4090 · 24 GB
needs 22 GB
Unavailable
JupyterLab
RTX 3090 · 24 GB
needs 15 GB
Unavailable
RTX 4090 · 24 GB
needs 15 GB
Unavailable
Container
RTX 3090 · 24 GB
needs 15 GB
Unavailable
RTX 4090 · 24 GB
needs 15 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
Container
RTX 3080 Ti · 12 GB
needs 8 GB
Unavailable
RTX 3090 · 24 GB
needs 8 GB
Unavailable
RTX 4090 · 24 GB
needs 8 GB
Unavailable
- Y1
llama.cpp · Q4_K_M
M4 Pro · 24 GB unifiedBest value
Q4_K_M, Q8, FP16 · needs 8 GB · est. 30–44 tok/s
RTX 4090 · 24 GBFastest
Q4_K_M, Q8, FP16 · needs 8 GB · est. 113–161 tok/s
Unavailable
RTX 3080 Ti · 12 GB
Q4_K_M, Q8 · needs 8 GB · est. 102–146 tok/s
Unavailable
M1 · 16 GB unified
Q4_K_M, Q8 · needs 8 GB
Unavailable
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