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gemma-3-4b-it

Google · 4.3B · ctx 128K · Gemma · HuggingFace

gemma-3-4b-it (Google) is a 4.3B parameters open-weight model tracked on AI Hashrate. At 8K context we estimate roughly 4.15 GB VRAM for Q4 (weights 2.37 GB + KV 0.78 GB + 1 GB overhead) and 10.38 GB for FP16. About 50 GPUs/accelerators in our catalog fully fit this model at Q4 under that context assumption. Fastest Q4 configs: B200 192GB SXM ≈ 1305.4 tok/s (estimated); MI300X 192GB ≈ 864.8 tok/s (estimated); H200 141GB SXM5 ≈ 783.2 tok/s (estimated); H100 80GB SXM5 ≈ 546.6 tok/s (estimated); Gaudi 3 128GB ≈ 534.5 tok/s (estimated). Use the table below for VRAM fit and tok/s per dollar (list MSRP). Estimates follow memory-bandwidth math; measured rows override when present. See methodology for details. Methodology.

100 hardware configs — sorted by tok/s. Default fit context 8K.

HardwareVRAMQuanttok/sFits?tok/s/$
B200 192GB SXM192Q41305.4 est.Yes0.033
MI300X 192GB192Q4864.8 est.Yes0.058
H200 141GB SXM5141Q4783.2 est.Yes0.022
H100 80GB SXM580Q4546.6 est.Yes0.018
Gaudi 3 128GB128Q4534.5 est.Yes0.043
B200 192GB SXM192FP16359.0 est.Yes0.009
A100 80GB SXM480Q4332.7 est.Yes0.022
RTX 5090 32GB32Q4292.4 est.Yes0.146
MI300X 192GB192FP16237.8 est.Yes0.016
H200 141GB SXM5141FP16215.4 est.Yes0.006
RTX 4090 24GB24Q4164.5 est.Yes0.103
RTX 4090D 24GB (China)24Q4164.5 est.Yes0.103
RTX 3090 Ti 24GB24Q4164.5 est.Yes0.082
RTX 5080 16GB16Q4156.6 est.Yes0.157
RX 7900 XTX 24GB24Q4156.6 est.Yes0.157
RTX 6000 Ada 48GB48Q4156.6 est.Yes0.023
RTX 3090 24GB24Q4152.7 est.Yes0.102
H100 80GB SXM580FP16150.3 est.Yes0.005
Gaudi 3 128GB128FP16147.0 est.Yes0.012
RTX 5070 Ti 16GB16Q4146.2 est.Yes0.195
L40S 48GB48Q4141.0 est.Yes0.018
Mac Studio M3 Ultra 96GB96Q4133.6 est.Yes0.033
Mac Studio M2 Ultra 192GB192Q4130.5 est.Yes0.019
RX 7900 XT 20GB20Q4130.5 est.Yes0.145
RTX A6000 48GB48Q4125.3 est.Yes0.028
RTX 3080 10GB10Q4124.0 est.Yes0.177
RTX 4080 Super 16GB16Q4120.1 est.Yes0.12
RTX 4070 Ti Super 16GB16Q4109.7 est.Yes0.137
RTX 5070 12GB12Q4109.7 est.Yes0.2
RX 9070 16GB16Q4104.4 est.Yes0.19
RX 9070 XT 16GB16Q4104.4 est.Yes0.174
RX 7800 XT 16GB16Q4101.8 est.Yes0.204
RX 7900 GRE 16GB16Q494.0 est.Yes0.171
A100 80GB SXM480FP1691.5 est.Yes0.006
Arc A770 16GB16Q491.4 est.Yes0.262
RTX 4070 Ti 12GB12Q490.4 est.Yes0.113
RTX 3080 10GB10FP1690.4 est.No0.129
MacBook Pro M4 Max 128GB128Q489.1 est.Yes0.02
RTX 4070 12GB12Q482.2 est.Yes0.137
RTX 4070 Super 12GB12Q482.2 est.Yes0.137
RTX 5090 32GB32FP1680.4 est.Yes0.04
Arc B580 12GB12Q474.4 est.Yes0.299
RTX 5060 8GB8Q473.1 est.Yes0.244
RTX 5060 Ti 8GB8Q473.1 est.Yes0.193
RTX 5060 Ti 16GB16Q473.1 est.Yes0.17
RTX 3070 8GB8Q473.1 est.Yes0.146
RX 7700 XT 12GB12Q470.5 est.Yes0.157
MacBook Pro M3 Max 128GB128Q465.3 est.Yes0.016
Arc B570 10GB10Q462.0 est.Yes0.283
RTX 3060 12GB12Q458.7 est.Yes0.178
T4 16GB16Q452.2 est.Yes0.026
RTX 4060 Ti 8GB8Q447.0 est.Yes0.118
RTX 4060 Ti 16GB16Q447.0 est.Yes0.094
RX 7600 8GB8Q447.0 est.Yes0.175
RX 7600 XT 16GB16Q447.0 est.Yes0.143
RTX 4090 24GB24FP1645.2 est.Yes0.028
RTX 4090D 24GB (China)24FP1645.2 est.Yes0.028
RTX 3090 Ti 24GB24FP1645.2 est.Yes0.023
Arc B570 10GB10FP1645.2 est.No0.206
Mac mini M4 Pro 64GB64Q444.5 est.Yes0.02
RTX 4060 8GB8Q444.4 est.Yes0.148
RTX 5080 16GB16FP1643.1 est.Yes0.043
RX 7900 XTX 24GB24FP1643.1 est.Yes0.043
RTX 6000 Ada 48GB48FP1643.1 est.Yes0.006
RTX 3090 24GB24FP1642.0 est.Yes0.028
RTX 5070 Ti 16GB16FP1640.2 est.Yes0.054
L40S 48GB48FP1638.8 est.Yes0.005
Mac Studio M3 Ultra 96GB96FP1636.8 est.Yes0.009
Mac Studio M2 Ultra 192GB192FP1635.9 est.Yes0.005
RX 7900 XT 20GB20FP1635.9 est.Yes0.04
RTX A6000 48GB48FP1634.5 est.Yes0.008
RTX 5060 8GB8FP1634.1 est.No0.114
RTX 5060 Ti 8GB8FP1634.1 est.No0.09
RTX 3070 8GB8FP1634.1 est.No0.068
RTX 4080 Super 16GB16FP1633.0 est.Yes0.033
RTX 4070 Ti Super 16GB16FP1630.2 est.Yes0.038
RTX 5070 12GB12FP1630.2 est.Yes0.055
RX 9070 16GB16FP1628.7 est.Yes0.052
RX 9070 XT 16GB16FP1628.7 est.Yes0.048
RX 7800 XT 16GB16FP1628.0 est.Yes0.056
RX 7900 GRE 16GB16FP1625.8 est.Yes0.047
Arc A770 16GB16FP1625.1 est.Yes0.072
RTX 4070 Ti 12GB12FP1624.9 est.Yes0.031
MacBook Pro M4 Max 128GB128FP1624.5 est.Yes0.006
RTX 4070 12GB12FP1622.6 est.Yes0.038
RTX 4070 Super 12GB12FP1622.6 est.Yes0.038
RTX 4060 Ti 8GB8FP1621.9 est.No0.055
RX 7600 8GB8FP1621.9 est.No0.081
RTX 4060 8GB8FP1620.7 est.No0.069
Arc B580 12GB12FP1620.5 est.Yes0.082
RTX 5060 Ti 16GB16FP1620.1 est.Yes0.047
Mac mini M4 32GB32Q419.6 est.Yes0.02
RX 7700 XT 12GB12FP1619.4 est.Yes0.043
MacBook Pro M3 Max 128GB128FP1617.9 est.Yes0.004
RTX 3060 12GB12FP1616.2 est.Yes0.049
T4 16GB16FP1614.4 est.Yes0.007
RTX 4060 Ti 16GB16FP1612.9 est.Yes0.026
RX 7600 XT 16GB16FP1612.9 est.Yes0.039
Mac mini M4 Pro 64GB64FP1612.2 est.Yes0.006
Mac mini M4 32GB32FP165.4 est.Yes0.005