GPT-5.4 vs Qwen3 30B A3B Thinking 2507 (Comparative Analysis)
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Comparative Analysis: GPT-5.4 vs. Qwen3 30B A3B Thinking 2507
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Overview
Qwen3 30B A3B Thinking 2507 was released 6 months before GPT-5.4.
 GPT-5.4 |  Qwen3 30B A3B Thinking 2507 | |
|---|---|---|
Model Provider The organization behind this AI's development | OpenAI | Qwen |
Input Context Window Maximum input tokens this model can process at once | 1.1M tokens | 81.9K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 128K tokens | 32.8K tokens |
Release Date When this model first became publicly available | March 5, 2026 4 months ago March 5th, 2026 | August 28, 2025 11 months ago August 28th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | Not reported | June 30, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
GPT-5.4 | Qwen3 30B A3B Thinking 2507 | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image📁File | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | OptionalEffort: Extra High, High, Medium, Low, NoneDefault: Medium | Always enabled |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | GPT | Qwen3 |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Proprietary | Available on HuggingFace → |
Pricing
GPT-5.4 is roughly 19.2x more expensive compared to Qwen3 30B A3B Thinking 2507 for input tokens and roughly 9.6x more expensive for output tokens.
| GPT-5.4 | Qwen3 30B A3B Thinking 2507 | |
|---|---|---|
Short Context Pricing Base rates before a long-context threshold applies | ||
Input Token Cost Cost per million input tokens | $2.50 per million tokens | $0.13 per million tokens |
Output Token Cost Cost per million output tokens | $15.00 per million tokens | $1.56 per million tokens |
Web Search Cost Additional cost for each web search operation | $0.01 per search | Not specified |
Cache Read Cost Cost to reuse cached input tokens | $0.25 per million tokens | Not specified |
Long Context Pricing Rates for prompts with 272,000 or more tokens | ||
Input Token Cost Long-context input cost per million tokens | $5.00 per million tokens | Not specified |
Output Token Cost Long-context output cost per million tokens | $22.50 per million tokens | Not specified |
Cache Read Cost Long-context cache read cost per million tokens | $0.50 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between GPT-5.4 and Qwen3 30B A3B Thinking 2507.
| GPT-5.4 | Qwen3 30B A3B Thinking 2507 | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 51.4 (Artificial Analysis index; higher is better) | 14.4 (Artificial Analysis index; higher is better) |
Coding Index Programming performance across independent evaluations | 71.1 (Artificial Analysis index; higher is better) | 12.1 (Artificial Analysis index; higher is better) |
Agentic Index Ability to complete multi-step agentic tasks | 41.1 (Artificial Analysis index; higher is better) | 1.8 (Artificial Analysis index; higher is better) |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,296 Elo (#19 in Game Dev (57.6% win rate)) | 955 Elo (#102 in Data Viz (33.3% win rate)) |
At a Glance
Quick overview of what makes GPT-5.4 and Qwen3 30B A3B Thinking 2507 unique.
GPT-5.4 by OpenAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1.1M token context window. Premium pricing at $2.50/M input and $15.00/M output tokens. Released March 5th, 2026.Qwen3 30B A3B Thinking 2507 by Qwen can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 81.9K token context window. Very affordable at $0.13/M input and $1.56/M output tokens. Released August 28th, 2025.Explore More Comparisons
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Compare Qwen3 30B A3B Thinking 2507 with:
🚀Programming
Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
Multilingual translation tasks