Qwen 3.7 Max
Alibaba's top proprietary Qwen — highest-ranked Chinese lab model on Arena in this snapshot, with long autonomous agent runs.
When to use it
Multilingual agents, Chinese-market products, and long agentic sessions.
Watch-outs
Ecosystem and Western enterprise compliance differ from US labs.
Benchmarks
Human preference ranking from blind pairwise chats. Higher is better; top frontier models cluster within ~50–80 Elo.
Artificial Analysis composite across agents, coding, science, and general evaluations (v4.1 weighting).
Percent of real GitHub issues resolved end-to-end. Strong signal for agentic coding usefulness.
PhD-level science questions. Separates frontier reasoning models better than saturated knowledge tests.
Harder multi-choice knowledge/reasoning suite than classic MMLU.
Frontier closed-ended academic difficulty across many domains.