Key Takeaways
GPT-4 wins:
- No clear advantages in compared metrics
Qwen3 Coder 480B A35B (exacto) wins:
- Cheaper input tokens
- Cheaper output tokens
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
Price Advantage
Qwen3 Coder 480B A35B (exacto)
Benchmark Advantage
Qwen3 Coder 480B A35B (exacto)
Context Window
Qwen3 Coder 480B A35B (exacto)
Speed
Qwen3 Coder 480B A35B (exacto)
Pricing Comparison
Price Comparison
| Metric | GPT-4 | Qwen3 Coder 480B A35B (exacto) | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $30.00 | $0.22 | Qwen3 Coder 480B A35B (exacto) |
| Output (per 1M tokens) | $60.00 | $1.00 | Qwen3 Coder 480B A35B (exacto) |
| Cache Read (per 1M) | N/A | $0.02 | Qwen3 Coder 480B A35B (exacto) |
Using a 3:1 input/output ratio, Qwen3 Coder 480B A35B (exacto) is 99% cheaper overall.
GPT-4 Providers
OpenAI $30.00 (Cheapest)
Azure $30.00 (Cheapest)
Qwen3 Coder 480B A35B (exacto) Providers
Google $0.22 (Cheapest)
SiliconFlow $0.25
Novita $0.30
Vercel $0.40
Nebius $0.40
Benchmark Comparison
8
Benchmarks Compared
0
GPT-4 Wins
2
Qwen3 Coder 480B A35B (exacto) Wins
Benchmark Scores
| Benchmark | GPT-4 | Qwen3 Coder 480B A35B (exacto) | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 12.8 | 24.8 | |
Coding Index Code generation & understanding | 13.1 | 24.6 | |
Math Index Mathematical reasoning | - | 39.3 | - |
MMLU Pro Academic knowledge | - | 78.8 | - |
GPQA Graduate-level science | - | 61.8 | - |
LiveCodeBench Competitive programming | - | 58.5 | - |
Aider Real-world code editing | 67.7 | - | - |
AIME Competition math | - | 47.7 | - |
Qwen3 Coder 480B A35B (exacto) significantly outperforms in coding benchmarks.
Cost vs Quality
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Other models
Context & Performance
Context Window
GPT-4
8,191
tokens
Max output: 4,096 tokens
Qwen3 Coder 480B A35B (exacto)
262,144
tokens
Qwen3 Coder 480B A35B (exacto) has a 97% larger context window.
Speed Performance
| Metric | GPT-4 | Qwen3 Coder 480B A35B (exacto) | Winner |
|---|---|---|---|
| Tokens/second | 35.1 tok/s | 47.5 tok/s | |
| Time to First Token | 0.68s | 1.64s |
Qwen3 Coder 480B A35B (exacto) responds 35% faster on average.
Capabilities
Feature Comparison
| Feature | GPT-4 | Qwen3 Coder 480B A35B (exacto) |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | GPT-4 | Qwen3 Coder 480B A35B (exacto) |
|---|---|---|
| License | Proprietary | Open Source |
| Author | OpenAI | Qwen |
| Released | May 2023 | Jul 2025 |
GPT-4 Modalities
Input
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Output
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Qwen3 Coder 480B A35B (exacto) Modalities
Input
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Output
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