Compare · 2026-10-14

GPT-5.4 vs Qwen3 VL 235B A22b Instruct

As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.

CategoryGPT-5.4Qwen3 VL 235B A22b Instruct
General LLM
#28 · Was SOTA · General LLM
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
#105 · #105 in General LLM
Margin 71.42857142857143
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#29 · #29 in Reasoning
Margin 20.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
#95 · #95 in Reasoning
Margin 65.75342465753425
LMArena leaderboard dataset · Oct 13, 2026
Math
#9 · #9 in Math
Margin 17.777777777777757
Epoch AI benchmarking hub · Mar 5, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#16 · #16 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
—
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Coding › Web dev
#55 · #55 in Coding › Web dev
Margin 50.467289719626166
LMArena leaderboard dataset · Oct 13, 2026
—
Long context
#34 · #34 in Long context
Margin 23.12925170068027
LMArena leaderboard dataset · Oct 13, 2026
#98 · #98 in Long context
Margin 66.66666666666666
LMArena leaderboard dataset · Oct 13, 2026
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#6 · Was SOTA · Factuality
Margin 5.22388059701494
LMArena leaderboard dataset · Oct 13, 2026
#100 · #100 in Factuality
Margin 75.3731343283582
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#10 · #10 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
—
Price per 1M tokens

GPT-5.4: $5.625 per 1M blended tokens.

Qwen3 VL 235B A22b Instruct: $0.6325 per 1M blended tokens.

Open weights

GPT-5.4: closed weights.

Qwen3 VL 235B A22b Instruct: open weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in General LLM at #28 against #105.

Reasoning: As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in Reasoning at #29 against #95.

Long context: As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in Long context at #34 against #98.

Factuality: As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in Factuality at #6 against #100.

GPT-5.4 · Qwen3 VL 235B A22b Instruct

GPT-5.4 or Qwen3 VL 235B A22b Instruct?

As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.

GPT-5.4 or Qwen3 VL 235B A22b Instruct for General LLM?

As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in General LLM at #28 against #105.

GPT-5.4 or Qwen3 VL 235B A22b Instruct for Reasoning?

As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in Reasoning at #29 against #95.

GPT-5.4 or Qwen3 VL 235B A22b Instruct for Long context?

As of Oct 14, 2026, GPT-5.4 leads Qwen3 VL 235B A22b Instruct in Long context at #34 against #98.