Models

Loading community benchmarks…

← All models

Community benchmarks

Gemma 4 E4B IT

Submitted benchmarks for Gemma 4 E4B IT. Browse individual runs and their measurement settings, or open the report JSON for full benchmark details.

Compare chips Compare runtimes Add your benchmark

Submitted runs: 35
Chips tested: 11
Contributors: 4

Model identity

Grouped as google/gemma-4-E4B-it. The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.. Artifact verification confirms published model bytes, not that a community-submitted benchmark was honestly executed. Hover or tap a label for what it means.

This model group collects runs reported as basecompute/gemma-4-E4B-it, Gemma-4-E4B-It, gemma-4-E4B-it-Q4, gemma-4-E4B-it-Q8. Individual results keep the package name and format they were submitted with.

View on Hugging Face ↗

Published files benchmarked

basecompute/gemma-4-E4B-it/gemma-4-E4B-it-Q4.base (opens in a new tab)BaseRTQ4· 16 runs
basecompute/gemma-4-E4B-it/gemma-4-E4B-it-Q8.base (opens in a new tab)BaseRTQ8· 10 runs
unsloth/gemma-4-E4B-it-GGUF/gemma-4-E4B-it-Q4_K_M.gguf (opens in a new tab)llama.cppQ4_K_M· 3 runs
unsloth/gemma-4-E4B-it-GGUF/gemma-4-E4B-it-Q8_0.gguf

Benchmark results

Peak throughput is the highest reported value and may come from different runs. Compare model, quantisation, backend, and token counts before drawing conclusions. Model verification identifies published artifact bytes; community benchmark execution is not remotely attested.

Individual runs for Gemma 4 E4B IT. Throughput is in tokens per second; dates use your browser timezone. Hover a date for the exact local time.
Model / runtime / format	Chip / backend	Decode	Prefill	Peak process memory	Contributor

basecompute/gemma-4-E4B-it BaseRTQ8· default-q8 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro Metal	51.0 tok/s TG128	4,462 tok/s PP512	5,537.8 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/gemma-4-E4B-it BaseRTQ4· default-q4 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro Metal	81.9 tok/s TG128	4,636 tok/s PP512	3,339.0 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/gemma-4-E4B-it BaseRTQ4· default-q4 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M4 Metal	15.8 tok/s TG128	259 tok/s PP512	3,383.2 MiB	pyopyo	11 Sep 2026	View Benchmark
basecompute/gemma-4-E4B-it BaseRTQ4· default-q4 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M4 Metal	15.7 tok/s TG128	205 tok/s PP512	3,324.3 MiB	pyopyo	11 Sep 2026	View Benchmark
Gemma-4-E4B-It llama.cppQ8_0 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro BLAS + Metal	47.9 tok/s TG128	2,346 tok/s PP512	8,387.1 MiB	arki05	11 Sep 2026	View Benchmark
Gemma-4-E4B-It llama.cppQ4_K_M The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro BLAS + Metal	69.4 tok/s TG128	2,235 tok/s PP512	5,463.1 MiB	arki05	11 Sep 2026	View Benchmark
Gemma-4-E4B-It llama.cppQ4_K_M The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro BLAS + Metal	72.1 tok/s TG128	2,263 tok/s PP512	5,321.4 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/gemma-4-E4B-it BaseRTQ8· default-q8 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro Metal	51.3 tok/s TG128	4,490 tok/s PP512	5,538.8 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/gemma-4-E4B-it BaseRTQ4· default-q4 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro Metal	82.6 tok/s TG128	4,656 tok/s PP512	3,339.4 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/gemma-4-E4B-it BaseRTQ4· default-q4 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M1 Pro Metal	45.9 tok/s TG128	565 tok/s PP512	3,580.4 MiB	lukas	10 Sep 2026	View Benchmark