AnalysisOpinion / analysisEfficiency & Inference · Hardware & Compute · Evaluation & Benchmarks1 source · Oct 19, 2026

Calling all GPUs: help us benchmark SonicBoom v0.0.3 — a compiler-first AI runtime that beats llama.cpp on decode

SonicBoom is our open-source (GPLv3) inference runtime: a compiler-first alternative to the usual Python stack.

Proof1 community thread

Key points

  • We are HardenedLinux, an old-school free software community.
  • What v0.0.3 does on a desktop RTX 3050 8 GB (same session, same GGUF, vs llama.cpp -ngl 99):
  • Where we are honest about gaps: Qwen decode at depth 512 is 0.98×, and we have only one GPU.
  • The invitation: every release gets one benchmark issue.

Sources (1)

Extractive summary: sentences quoted from the sources.

Before this

  1. Oct 18, 2026Google Open-Sources Harness2, a Recursive Agent Harnessing Framework
  2. Oct 17, 2026Nemotron 3.5 Bolt, Muse Spark Open, and a Fast LFM2.5 24B
  3. Oct 16, 2026nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-MXFP8
  4. Oct 15, 2026Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint
  5. Oct 15, 2026QUASAR 4-bit QAT checkpoints for Qwen3.5, Gemma 4 and Muse Glimmer: closer to BF16 than Google’s and NVIDIA’s 4-bit releases
  6. Oct 15, 2026NVIDIA Nemotron 3.5 Super VL Powers Specialized Agents with Multimodal Reasoning

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