{"schema_version":"onlylabs.public_signal.v1","title":"SambaNova Systems Writing: Gemma 4 31B Runs Fastest on SambaCloud","description":"SambaNova Systems writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/0d69079d-f097-4af0-8bee-276617f9ed74","json_url":"https://onlylabs.fyi/signals/0d69079d-f097-4af0-8bee-276617f9ed74/signal.json","generated_at":"2026-06-11T07:04:02.104371+00:00","org":{"slug":"sambanova","name":"SambaNova Systems","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/sambanova","dossier_json_url":"https://onlylabs.fyi/labs/sambanova/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/0d69079d-f097-4af0-8bee-276617f9ed74","signal_json":"https://onlylabs.fyi/signals/0d69079d-f097-4af0-8bee-276617f9ed74/signal.json","source":"https://sambanova.ai/blog/gemma-4-31b-running-fastest-on-sambacloud","lab_dossier":"https://onlylabs.fyi/labs/sambanova","lab_dossier_json":"https://onlylabs.fyi/labs/sambanova/dossier.json","analysis":"https://onlylabs.fyi/analysis/sambanova","analysis_json":"https://onlylabs.fyi/analysis/sambanova/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sambanova/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"SambaNova Systems published Gemma 4 31B Runs Fastest on SambaCloud. 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Try it today for reasoning, coding, and agentic workflows on SambaCloud . Gemma 4 31B is an open-weight (Apache 2.0) frontier dense model built for advanced reasoning, coding, and agentic workflows Top benchmarks: 85.2% MMLU Pro, 89.2% AIME 2026 (no tools), 80.0% LiveCodeBench v6, 84.3% GPQA Diamond, Codeforces ELO 2150 Gemma 4 31B is an open multimodal model and supports text and image input with text output. Available as a preview model on SambaCloud playground or API with the model name gemma-4-31B-it It's the largest dense model in Google's Gemma 4 family, built from the same research foundation as Gemini 3. Read the official Gemma 4 announcement here. SambaCloud runs Gemma 4 31B more than 30% faster than the next provider and miles ahead of the rest. The fastest place to run Gemma 4 31B, verified by Artificial Analysis . Why Use Gemma 4 31B? 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