Gemma 4 31B FP8 Matches Claude Sonnet 4.6 Medium in Custom Benchmark

Original: Gemma4_31b_fp8 keeping up with Sonnet_4.6_medium in my harness.

A LocalLLaMA user reports Gemma 4 31B (FP8) matches Claude Sonnet 4.6 Medium in custom RAG and agentic benchmarks.

A Reddit user shared benchmark results showing Google's Gemma 4 31B (FP8) performing on par with Claude Sonnet 4.6 Medium. The custom evaluation harness tested complex tasks including Neo4j Cypher queries, entity extraction, agentic tool calling, Python coding, and multi-vector retrieval synthesis. This highlights how quantized mid-sized open-source models are closing the gap with leading proprietary frontier models.

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