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Gemma 4 E2B IT

Submitted benchmarks for Gemma 4 E2B IT. Browse individual runs and their measurement settings, or open the report JSON for full benchmark details.

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Submitted runs: 15
Chips tested: 8
Contributors: 4

Model identity

Grouped as google/gemma-4-E2B-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. · Nothing in this report ties it to a published model file. Reports from CLI 0.1.0 record only a model name and a file hash, so the run is grouped by the name it reported until it is reconciled.. 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-E2B-it, gemma-4-E2B-it-cuda-q4mix, gemma-4-E2B-it-cuda-q8, gemma-4-E2B-it-Q4, gemma-4-E2B-it-Q8. Individual results keep the package name and format they were submitted with.

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Published files benchmarked

basecompute/gemma-4-E2B-it/gemma-4-E2B-it-Q4.base (opens in a new tab)BaseRTQ4· 8 runs
basecompute/gemma-4-E2B-it/gemma-4-E2B-it-Q8.base (opens in a new tab)BaseRTQ8· 5 runs

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 E2B 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-E2B-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	144.6 tok/s TG128	13,240 tok/s PP512	1,590.9 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/gemma-4-E2B-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	96.0 tok/s TG128	12,646 tok/s PP512	2,617.1 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/gemma-4-E2B-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 Metal	48.7 tok/s TG128	3,484 tok/s PP512	903.1 MiB	skogul97	11 Sep 2026	View Benchmark
basecompute/gemma-4-E2B-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 Max Metal	197.5 tok/s TG128	20,099 tok/s PP512	1,624.1 MiB	lukas	15 Sep 2026	View Benchmark
gemma-4-E2B-it-Q4 BaseRTQ4 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.	NVIDIA GB10 CUDA	139.8 tok/s TG128 @ 1 ctx	12,036 tok/s PP512	3,680.3 MiB	basecompute	19 Sep 2026	View Benchmark
gemma-4-E2B-it-cuda-q4mix BaseRTQ4 Nothing in this report ties it to a published model file. Reports from CLI 0.1.0 record only a model name and a file hash, so the run is grouped by the name it reported until it is reconciled.	NVIDIA GB10 CUDA	79.0 tok/s TG128 @ 1 ctx	18,372 tok/s PP512	4,988.4 MiB	basecompute	19 Sep 2026	View Benchmark
gemma-4-E2B-it-cuda-q8 BaseRTQ4 Nothing in this report ties it to a published model file. Reports from CLI 0.1.0 record only a model name and a file hash, so the run is grouped by the name it reported until it is reconciled.	NVIDIA GB10 CUDA	87.7 tok/s TG128 @ 1 ctx	19,246 tok/s PP512	5,786.0 MiB	basecompute	19 Sep 2026	View Benchmark
gemma-4-E2B-it-Q4 BaseRTQ4 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 Max Metal	175.3 tok/s TG128 @ 1 ctx	7,670 tok/s PP512	1,585.0 MiB	basecompute	19 Sep 2026	View Benchmark
gemma-4-E2B-it-Q8 BaseRTQ8 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 Max Metal	132.2 tok/s TG128 @ 1 ctx	7,448 tok/s PP512	2,611.3 MiB	basecompute	19 Sep 2026	View Benchmark
gemma-4-E2B-it-Q8 BaseRTQ8 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 Pro Metal	83.9 tok/s TG128 @ 1 ctx	3,628 tok/s PP512	2,611.0 MiB	basecompute	20 Sep 2026	View Benchmark
gemma-4-E2B-it-Q8 BaseRTQ8 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 Max Metal	91.1 tok/s TG128 @ 1 ctx	4,442 tok/s PP512	2,611.6 MiB	basecompute	20 Sep 2026	View Benchmark
gemma-4-E2B-it-Q4 BaseRTQ4 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 Max Metal	120.8 tok/s TG128 @ 1 ctx	4,521 tok/s PP512	1,587.5 MiB	basecompute	20 Sep 2026	View Benchmark
gemma-4-E2B-it-Q8 BaseRTQ8 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 M3 Ultra Metal	116.6 tok/s TG128 @ 1 ctx	8,610 tok/s PP512	2,608.4 MiB	basecompute	20 Sep 2026	View Benchmark
gemma-4-E2B-it-Q4 BaseRTQ4 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 M3 Ultra Metal	137.4 tok/s TG128 @ 1 ctx	8,996 tok/s PP512	1,581.7 MiB	basecompute	20 Sep 2026	View Benchmark
gemma-4-E2B-it-Q4 BaseRTQ4 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 Pro Metal	126.0 tok/s TG128 @ 1 ctx	3,722 tok/s PP512	1,586.5 MiB	basecompute	20 Sep 2026	View Benchmark