GPT-6 Astra vs GPT-6 Sol
As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in 10 of 10 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Long context, Vision, Factuality, and Abstraction (ARC).
GPT-6 Astra
Yes. SOTA in Math and co-SOTA in Vision.
GPT-6 Sol
#5 Best current rank: #5 in Coding, as of Oct 14, 2026.
| Category | GPT-6 Astra | GPT-6 Sol |
|---|---|---|
| General LLM | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 | #43 · #43 in General LLM Margin 29.25170068027211 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #23 · #23 in Reasoning Margin 16.438356164383563 LMArena leaderboard dataset · Oct 13, 2026 | #39 · #39 in Reasoning Margin 27.397260273972606 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 | #8 · #8 in Science Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
| Coding | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | #5 · #5 in Coding Margin 27.272727272727266 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | #5 · #5 in Coding › Agentic Margin 27.272727272727266 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | #2 · Near-SOTA · Coding › Web dev Margin 0.9345794392523317 LMArena leaderboard dataset · Oct 13, 2026 | #7 · #7 in Coding › Web dev Margin 5.607476635514018 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #22 · #22 in Long context Margin 14.965986394557817 LMArena leaderboard dataset · Oct 13, 2026 | #49 · #49 in Long context Margin 33.33333333333333 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | #9 · #9 in Vision Margin 26.315789473684205 Epoch AI benchmarking hub · Sep 22, 2026 |
| Factuality | #25 · #25 in Factuality Margin 19.402985074626883 LMArena leaderboard dataset · Oct 13, 2026 | #70 · #70 in Factuality Margin 52.985074626865675 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 | #6 · #6 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
GPT-6 Astra: $20 per 1M blended tokens.
GPT-6 Sol: $4.000000000000001 per 1M blended tokens.
GPT-6 Astra: closed weights.
GPT-6 Sol: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in General LLM at #25 against #43.
Reasoning: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Reasoning at #23 against #39.
Science: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Science at #2 against #8.
Coding: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Coding at #2 against #5.
Coding › Agentic: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Coding › Agentic at #2 against #5.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Coding › Web dev at #2 against #7.
Long context: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Long context at #22 against #49.
Vision: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Vision at #1 against #9.
Factuality: As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Factuality at #25 against #70.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Abstraction (ARC) at #1 against #6.
GPT-6 Astra or GPT-6 Sol?
As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in 10 of 10 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Long context, Vision, Factuality, and Abstraction (ARC).
GPT-6 Astra or GPT-6 Sol for General LLM?
As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in General LLM at #25 against #43.
GPT-6 Astra or GPT-6 Sol for Reasoning?
As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Reasoning at #23 against #39.
GPT-6 Astra or GPT-6 Sol for Science?
As of Oct 14, 2026, GPT-6 Astra leads GPT-6 Sol in Science at #2 against #8.