Qwen3 235B A22B FP8 Throughput — benchmark results

Qwen 3 235B A22B evaluated in FP8 quantization on a throughput-optimized serving profile. Provider: Alibaba. Released 2025-04-28. Access: Open.

Unified ELO 1583 ± 39, rank #523 of 1776 rated models, from 12 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
HELM Safety XSTest98.8LM Evaluated Safety score (%)98.8
HELM Capabilities - Omni-MATH54.8Acc88
HELM Capabilities - MMLU-Pro81.7COT correct82
HELM Safety BBQ96.6BBQ accuracy (%)79.7
HELM Capabilities - WildBench82.78WB Score74
HELM Capabilities - GPQA62.33COT correct70
HELM Safety Anthropic Red Team99LM Evaluated Safety score (%)53.5
HELM Safety SimpleSafetyTests98.5LM Evaluated Safety score (%)46.5
HELM Capabilities - IFEval81.58IFEval Strict Acc42
HELM Safety90Mean score (self-reported)41.3
HELM AIR-Bench56Refusal Rate (%)27.9
HELM Safety HarmBench56.9LM Evaluated Safety score (%)20.9

Interactive version: theaggregate.ai/model?slug=qwen3-235b-a22b-fp8-throughput · How the rankings work · Data refreshed daily, snapshot 2026-07-22.