GPT-5.4 Pro vs Qwen3 Coder 30B A3B 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 Pro and Qwen3 Coder 30B A3B Instruct.
GPT-5.4 Pro
GPT-5.4 Pro is OpenAI's most advanced model, building on GPT-5.4's unified architecture with enhanced reasoning capabilities for complex, high-stakes tasks. It features a 1M+ token context window (922K input, 128K...
Qwen3 Coder 30B A3B Instruct
Qwen3-Coder-30B-A3B-Instruct is a 30.5B parameter Mixture-of-Experts (MoE) model with 128 experts (8 active per forward pass), designed for advanced code generation, repository-scale understanding, and agentic tool use. Built on the...
Technical Specifications
| Specification | GPT-5.4 Pro | Qwen3 Coder 30B A3B Instruct |
|---|---|---|
| Provider | OpenAI | Alibaba |
| Context Window | 1,050,000 tokens | 160,000 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 | 2025-07-31 |
API Pricing Comparison
Input Price per Million Tokens
GPT-5.4 Pro
$30.00
Qwen3 Coder 30B A3B Instruct
$0.07
Output Price per Million Tokens
GPT-5.4 Pro
$180.00
Qwen3 Coder 30B A3B Instruct
$0.27
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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 Pro Quirks & Gotchas
No developer gotchas reported.
Qwen3 Coder 30B A3B Instruct Quirks & Gotchas
No developer gotchas reported.