Key Takeaways
Ministral 3 8B 2512 wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
- Better at math
GPT-5.4 wins:
- Larger context window
- Higher intelligence benchmark
- Better at coding
Price Advantage
Ministral 3 8B 2512
Benchmark Advantage
GPT-5.4
Context Window
GPT-5.4
Speed
Ministral 3 8B 2512
Pricing Comparison
Price Comparison
| Metric | Ministral 3 8B 2512 | GPT-5.4 | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.15 | $2.50 | Ministral 3 8B 2512 |
| Output (per 1M tokens) | $0.15 | $15.00 | Ministral 3 8B 2512 |
| Cache Read (per 1M) | $0.10 | $0.25 | Ministral 3 8B 2512 |
Using a 3:1 input/output ratio, Ministral 3 8B 2512 is 97% cheaper overall.
Ministral 3 8B 2512 Providers
No provider data available
GPT-5.4 Providers
No provider data available
Benchmark Comparison
6
Benchmarks Compared
0
Ministral 3 8B 2512 Wins
3
GPT-5.4 Wins
Benchmark Scores
| Benchmark | Ministral 3 8B 2512 | GPT-5.4 | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 14.8 | 57.0 | |
Coding Index Code generation & understanding | 10.0 | 57.3 | |
Math Index Mathematical reasoning | 31.7 | - | - |
MMLU Pro Academic knowledge | 64.2 | - | - |
GPQA Graduate-level science | 47.1 | 92.0 | |
LiveCodeBench Competitive programming | 30.3 | - | - |
GPT-5.4 significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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Ministral 3 8B 2512
Other models
Context & Performance
Context Window
Ministral 3 8B 2512
262,144
tokens
GPT-5.4
1,050,000
tokens
GPT-5.4 has a 75% larger context window.
Speed Performance
| Metric | Ministral 3 8B 2512 | GPT-5.4 | Winner |
|---|---|---|---|
| Tokens/second | 183.0 tok/s | 76.9 tok/s | |
| Time to First Token | 0.26s | 179.87s |
Ministral 3 8B 2512 responds 138% faster on average.
Capabilities
Feature Comparison
| Feature | Ministral 3 8B 2512 | GPT-5.4 |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Ministral 3 8B 2512 | GPT-5.4 |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Mistral AI | OpenAI |
| Released | Dec 2025 | Mar 2026 |
Ministral 3 8B 2512 Modalities
Input
textimage
Output
text
GPT-5.4 Modalities
Input
textimagefile
Output
text