Key Takeaways
Llama 3.2 11B Vision Instruct wins:
- Cheaper output tokens
- Supports vision
- Supports tool calls
GPT-OSS-120b wins:
- Cheaper input tokens
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
Price Advantage
Llama 3.2 11B Vision Instruct
Benchmark Advantage
GPT-OSS-120b
Context Window
GPT-OSS-120b
Speed
GPT-OSS-120b
Pricing Comparison
Price Comparison
| Metric | Llama 3.2 11B Vision Instruct | GPT-OSS-120b | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.05 | $0.04 | GPT-OSS-120b |
| Output (per 1M tokens) | $0.05 | $0.19 | Llama 3.2 11B Vision Instruct |
Using a 3:1 input/output ratio, Llama 3.2 11B Vision Instruct is 36% cheaper overall.
Llama 3.2 11B Vision Instruct Providers
Cloudflare $0.05 (Cheapest)
DeepInfra $0.05 (Cheapest)
Novita $0.06
Together $0.18
GPT-OSS-120b Providers
Chutes $0.04 (Cheapest)
SiliconFlow $0.05
Novita $0.05
Clarifai $0.09
Google $0.09
Benchmark Comparison
8
Benchmarks Compared
0
Llama 3.2 11B Vision Instruct Wins
6
GPT-OSS-120b Wins
Benchmark Scores
| Benchmark | Llama 3.2 11B Vision Instruct | GPT-OSS-120b | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 10.9 | 33.3 | |
Coding Index Code generation & understanding | 4.3 | 28.6 | |
Math Index Mathematical reasoning | 1.7 | 93.4 | |
MMLU Pro Academic knowledge | 46.4 | 80.8 | |
GPQA Graduate-level science | 22.1 | 78.2 | |
LiveCodeBench Competitive programming | 11.0 | 87.8 | |
Aider Real-world code editing | - | 41.8 | - |
AIME Competition math | 9.3 | - | - |
GPT-OSS-120b significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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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
Max output: 16,384 tokens
GPT-OSS-120b
131,072
tokens
Speed Performance
| Metric | Llama 3.2 11B Vision Instruct | GPT-OSS-120b | Winner |
|---|---|---|---|
| Tokens/second | 69.7 tok/s | 311.5 tok/s | |
| Time to First Token | 0.41s | 0.47s |
GPT-OSS-120b responds 347% faster on average.
Capabilities
Feature Comparison
| Feature | Llama 3.2 11B Vision Instruct | GPT-OSS-120b |
|---|---|---|
| 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-OSS-120b |
|---|---|---|
| License | Open Source | Open Source |
| Author | Meta-llama | OpenAI |
| Released | Sep 2024 | Aug 2025 |
Llama 3.2 11B Vision Instruct Modalities
Input
textimage
Output
text
GPT-OSS-120b Modalities
Input
text
Output
text