# GPT-4.1 vs GPT-5.6 Sol

As of Oct 15, 2026, GPT-4.1 leads GPT-5.6 Sol in 0 of 6 shared categories.

GPT-4.1: $3.5 per 1M blended tokens.

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

GPT-4.1: closed weights.

GPT-5.6 Sol: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, GPT-5.6 Sol leads GPT-4.1 in General LLM at #17 against #101.
- Which to pick, Reasoning: As of Oct 15, 2026, GPT-5.6 Sol leads GPT-4.1 in Reasoning at #12 against #102.
- Which to pick, Science: As of Oct 15, 2026, GPT-5.6 Sol leads GPT-4.1 in Science at #13 against #96.
- Which to pick, Long context: As of Oct 15, 2026, GPT-5.6 Sol leads GPT-4.1 in Long context at #13 against #95.
- Which to pick, Factuality: As of Oct 15, 2026, GPT-5.6 Sol leads GPT-4.1 in Factuality at #14 against #103.
- Which to pick, Abstraction (ARC): As of Oct 15, 2026, GPT-5.6 Sol leads GPT-4.1 in Abstraction (ARC) at #3 against #85.

As of Oct 15, 2026, GPT-4.1 is a former state-of-the-art holder in Long context (since May 11, 2025; sources LMArena Text (style-controlled, longer query); methodology v1.0).

As of Oct 15, 2026, GPT-5.6 Sol is near state of the art, rank #3 in Vision (since Oct 15, 2026; sources GDP.pdf; methodology v1.0).