# GPT-5.6 Sol vs Grok 4.6

As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in 8 of 10 shared categories: General LLM, Reasoning, Coding, Coding › Agentic, Long context, Vision, Factuality, and Abstraction (ARC).

GPT-5.6 Sol: $8.000000000000002 per 1M blended tokens.

Grok 4.6: $3 per 1M blended tokens.

GPT-5.6 Sol: closed weights.

Grok 4.6: closed weights.

- Which to pick, General LLM: As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in General LLM at #17 against #48.
- Which to pick, Reasoning: As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in Reasoning at #12 against #44.
- Which to pick, Science: As of Oct 14, 2026, Grok 4.6 leads GPT-5.6 Sol in Science at #10 against #13.
- Which to pick, Coding: As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in Coding at #9 against #14.
- Which to pick, Coding › Agentic: As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in Coding › Agentic at #9 against #14.
- Which to pick, Coding › Web dev: As of Oct 14, 2026, Grok 4.6 leads GPT-5.6 Sol in Coding › Web dev at #20 against #21.
- Which to pick, Long context: As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in Long context at #13 against #41.
- Which to pick, Vision: As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in Vision at #3 against #24.
- Which to pick, Factuality: As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in Factuality at #14 against #51.
- Which to pick, Abstraction (ARC): As of Oct 14, 2026, GPT-5.6 Sol leads Grok 4.6 in Abstraction (ARC) at #3 against #20.

As of Oct 14, 2026, GPT-5.6 Sol is near state of the art, rank #3 in Vision (since Oct 14, 2026; sources GDP.pdf; methodology v1.0).

As of Oct 14, 2026, Grok 4.6 is ranked #10 in Science (since Oct 14, 2026; sources GPQA Diamond; methodology v1.0).