# GPT-6 Astra vs Qwen3 Coder 480B A35b Instruct

As of Oct 15, 2026, GPT-6 Astra leads Qwen3 Coder 480B A35b Instruct in 5 of 5 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Factuality.

GPT-6 Astra: $20 per 1M blended tokens.

Qwen3 Coder 480B A35b Instruct: price per 1M tokens is unset in the catalog.

GPT-6 Astra: closed weights.

Qwen3 Coder 480B A35b Instruct: open weights.

- Which to pick, General LLM: As of Oct 15, 2026, GPT-6 Astra leads Qwen3 Coder 480B A35b Instruct in General LLM at #26 against #168.
- Which to pick, Reasoning: As of Oct 15, 2026, GPT-6 Astra leads Qwen3 Coder 480B A35b Instruct in Reasoning at #24 against #160.
- Which to pick, Coding › Web dev: As of Oct 15, 2026, GPT-6 Astra leads Qwen3 Coder 480B A35b Instruct in Coding › Web dev at #2 against #108.
- Which to pick, Long context: As of Oct 15, 2026, GPT-6 Astra leads Qwen3 Coder 480B A35b Instruct in Long context at #25 against #148.
- Which to pick, Factuality: As of Oct 15, 2026, GPT-6 Astra leads Qwen3 Coder 480B A35b Instruct in Factuality at #29 against #143.

As of Oct 15, 2026, GPT-6 Astra is state of the art in Math (since Sep 28, 2026; sources Humanity's Last Exam; methodology v1.0).

As of Oct 15, 2026, Qwen3 Coder 480B A35b Instruct is ranked #108 in Coding › Web dev (since Oct 15, 2026; sources LMArena WebDev; methodology v1.0).