GPT-5.4 vs Qwen3 VL 235B A22B Instruct
How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5.4 and Qwen3 VL 235B A22B Instruct.
GPT-5.4
GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for...
Qwen3 VL 235B A22B Instruct
Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, document parsing, chart/table...
Technical Specifications
| Specification | GPT-5.4 | Qwen3 VL 235B A22B Instruct |
|---|---|---|
| Provider | OpenAI | Alibaba |
| Context Window | 1,050,000 tokens | 262,144 tokens |
| Agent Suitability | N/A | N/A |
| Time to First Token (TTFT) | N/A | N/A |
| Deployment Model | managed api | self hostable |
| Production Stability | beta | stable |
| API Available | Yes | Yes |
| Released Date | 2026-03-05 | 2025-09-23 |
API Pricing Comparison
Input Price per Million Tokens
GPT-5.4
$2.50
Qwen3 VL 235B A22B Instruct
$0.20
Output Price per Million Tokens
GPT-5.4
$15.00
Qwen3 VL 235B A22B Instruct
$0.88
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Benchmark Performance Metrics
Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.
GPT-5.4 Quirks & Gotchas
No developer gotchas reported.
Qwen3 VL 235B A22B Instruct Quirks & Gotchas
No developer gotchas reported.