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gemma-3n-E4B-it8B

Relabel 2026-09-23: Laeufe waren faelschlich als gemma-4-E4B-it erfasst (GGUF-Metadata = Gemma 3n E4B)

Dense8B
Position in the field

Best values compared

Best metrics of this model against the minimum, average and maximum of all published systems.

Generation277,5 tok/s
Min 0,0Ø 242,0Max 2.491,2
Ueber dem Durchschnitt · 4261 Systeme im Feld
Prefill4.348 tok/s
Min 4Ø 4.687Max 55.260
Unter dem Durchschnitt · 4261 Systeme im Feld
Time to First Token571 ms
Min 20Ø 32.760Max 535.235
Ueber dem Durchschnitt · 4259 Systeme im Feld
Performance profile

Throughput by hardware & engine

Each bubble is a GPU, CPU or engine – position shows prompt processing (X) and output speed (Y), bubble size the number of runs.

GPUby graphics card

3052912782642503.6523.8083.9634.118Prefill (tok/s)Generation (tok/s)AMD Radeon AI PRO R9700 - 277,5 tok/s Generation, 3.885 tok/s Prefill, TTFT 2.589 ms (3 Laufe)AMD Radeon AI PRO R97...
AMD Radeon AI PRO R9700 277,5 tok/s

CPUby processor

3052912782642503.6523.8083.9634.118Prefill (tok/s)Generation (tok/s)AMD Ryzen 3 3100 4-Core Processor - 277,5 tok/s Generation, 3.885 tok/s Prefill, TTFT 2.589 ms (3 Laufe)AMD Ryzen 3 3100 4-Co...
AMD Ryzen 3 3100 4-Core Processor 277,5 tok/s

ENGby engine

3052912782642503.6523.8083.9634.118Prefill (tok/s)Generation (tok/s)llama.cpp - 277,5 tok/s Generation, 3.885 tok/s Prefill, TTFT 2.589 ms (3 Laufe)llama.cpp
llama.cpp 277,5 tok/s
Throughput & latency

Performance benchmark

Metric:
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1gemma-3n-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
277,51 tok/s TG
Prefill 4.348 · TTFT 4.623 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0
2gemma-3n-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
176,12 tok/s TG
Prefill 3.846 · TTFT 2.574 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0
3gemma-3n-E4B-it8BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
65,22 tok/s TG
Prefill 3.462 · TTFT 571 ms
1×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0
Agent & chat rating

Harness benchmark

Noch keine Harnessbenchmarks fuer dieses Modell.