Key Takeaways
Llama 3.2 11B Vision Instruct wins:
- Cheaper input tokens
- Cheaper output tokens
GPT-5 Nano wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Has reasoning mode
Price Advantage
Llama 3.2 11B Vision Instruct
Benchmark Advantage
GPT-5 Nano
Context Window
GPT-5 Nano
Speed
GPT-5 Nano
Pricing Comparison
Price Comparison
| Metric | Llama 3.2 11B Vision Instruct | GPT-5 Nano | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.05 | $0.05 | Llama 3.2 11B Vision Instruct |
| Output (per 1M tokens) | $0.05 | $0.40 | Llama 3.2 11B Vision Instruct |
| Cache Read (per 1M) | $0.10 | $0.01 | GPT-5 Nano |
Using a 3:1 input/output ratio, Llama 3.2 11B Vision Instruct is 64% cheaper overall.
Llama 3.2 11B Vision Instruct Providers
No provider data available
GPT-5 Nano Providers
No provider data available
Benchmark Comparison
7
Benchmarks Compared
0
Llama 3.2 11B Vision Instruct Wins
6
GPT-5 Nano Wins
Benchmark Scores
| Benchmark | Llama 3.2 11B Vision Instruct | GPT-5 Nano | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 8.7 | 13.8 | |
Coding Index Code generation & understanding | 4.3 | 14.2 | |
Math Index Mathematical reasoning | 1.7 | 27.3 | |
MMLU Pro Academic knowledge | 46.4 | 55.6 | |
GPQA Graduate-level science | 22.1 | 42.8 | |
LiveCodeBench Competitive programming | 11.0 | 47.0 | |
AIME Competition math | 9.3 | - | - |
GPT-5 Nano significantly outperforms in coding benchmarks.
Cost vs Quality
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Llama 3.2 11B Vision Instruct
Other models
Context & Performance
Context Window
Llama 3.2 11B Vision Instruct
131,072
tokens
GPT-5 Nano
400,000
tokens
GPT-5 Nano has a 67% larger context window.
Speed Performance
| Metric | Llama 3.2 11B Vision Instruct | GPT-5 Nano | Winner |
|---|---|---|---|
| Tokens/second | 86.7 tok/s | 141.6 tok/s | |
| Time to First Token | 0.41s | 0.62s |
GPT-5 Nano responds 63% faster on average.
Capabilities
Feature Comparison
| Feature | Llama 3.2 11B Vision Instruct | GPT-5 Nano |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Llama 3.2 11B Vision Instruct | GPT-5 Nano |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Meta-llama | OpenAI |
| Released | Sep 2024 | Aug 2025 |
Llama 3.2 11B Vision Instruct Modalities
Input
textimage
Output
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GPT-5 Nano Modalities
Input
textimagefile
Output
text