Compare · 2026-10-14

GPT-5.5 vs GPT-6 Astra

As of Oct 14, 2026, GPT-5.5 leads GPT-6 Astra in 2 of 8 shared categories: General LLM and Factuality.

CategoryGPT-5.5GPT-6 Astra
General LLM
#21 · Was SOTA · General LLM
Margin 14.285714285714292
LMArena leaderboard dataset · Oct 13, 2026
#25 · #25 in General LLM
Margin 17.006802721088434
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#25 · #25 in Reasoning
Margin 17.808219178082197
LMArena leaderboard dataset · Oct 13, 2026
#23 · #23 in Reasoning
Margin 16.438356164383563
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#1 · SOTA · Math
Margin 0
Epoch AI benchmarking hub · Sep 3, 2026
Science
#30 · #30 in Science
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
#2 · #2 in Science
Margin —
Epoch AI benchmarking hub · Sep 3, 2026
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#2 · Near-SOTA · Coding
Margin 13.63636363636364
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#2 · Near-SOTA · Coding › Agentic
Margin 13.63636363636364
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev
#44 · #44 in Coding › Web dev
Margin 40.18691588785047
LMArena leaderboard dataset · Oct 13, 2026
#2 · Near-SOTA · Coding › Web dev
Margin 0.9345794392523317
LMArena leaderboard dataset · Oct 13, 2026
Long context
#23 · Was SOTA · Long context
Margin 15.646258503401356
LMArena leaderboard dataset · Oct 13, 2026
#22 · #22 in Long context
Margin 14.965986394557817
LMArena leaderboard dataset · Oct 13, 2026
Vision
#10 · Was SOTA · Vision
Margin 28.94736842105263
Epoch AI benchmarking hub · Apr 23, 2026
#1 · Co-SOTA · Vision
Margin 0
Epoch AI benchmarking hub · Sep 3, 2026
Factuality
#5 · Was SOTA · Factuality
Margin 4.477611940298502
LMArena leaderboard dataset · Oct 13, 2026
#25 · #25 in Factuality
Margin 19.402985074626883
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#7 · #7 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
#1 · #1 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 3, 2026
Price per 1M tokens

GPT-5.5: $11.25 per 1M blended tokens.

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

Open weights

GPT-5.5: closed weights.

GPT-6 Astra: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.5 leads GPT-6 Astra in General LLM at #21 against #25.

Reasoning: As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Reasoning at #23 against #25.

Science: As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Science at #2 against #30.

Coding › Web dev: As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Coding › Web dev at #2 against #44.

Long context: As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Long context at #22 against #23.

Vision: As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Vision at #1 against #10.

Factuality: As of Oct 14, 2026, GPT-5.5 leads GPT-6 Astra in Factuality at #5 against #25.

Abstraction (ARC): As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Abstraction (ARC) at #1 against #7.

GPT-5.5 · GPT-6 Astra

GPT-5.5 or GPT-6 Astra?

As of Oct 14, 2026, GPT-5.5 leads GPT-6 Astra in 2 of 8 shared categories: General LLM and Factuality.

GPT-5.5 or GPT-6 Astra for General LLM?

As of Oct 14, 2026, GPT-5.5 leads GPT-6 Astra in General LLM at #21 against #25.

GPT-5.5 or GPT-6 Astra for Reasoning?

As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Reasoning at #23 against #25.

GPT-5.5 or GPT-6 Astra for Science?

As of Oct 14, 2026, GPT-6 Astra leads GPT-5.5 in Science at #2 against #30.