Key Takeaways
Llama 3.3 70B Instruct 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
- Supports vision
Price Advantage
Llama 3.3 70B Instruct
Benchmark Advantage
GPT-5.4
Context Window
GPT-5.4
Speed
Llama 3.3 70B Instruct
Pricing Comparison
Price Comparison
| Metric | Llama 3.3 70B Instruct | GPT-5.4 | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.10 | $2.50 | Llama 3.3 70B Instruct |
| Output (per 1M tokens) | $0.32 | $15.00 | Llama 3.3 70B Instruct |
| Cache Read (per 1M) | $0.13 | $0.25 | Llama 3.3 70B Instruct |
Using a 3:1 input/output ratio, Llama 3.3 70B Instruct is 97% cheaper overall.
Llama 3.3 70B Instruct Providers
No provider data available
GPT-5.4 Providers
No provider data available
Benchmark Comparison
8
Benchmarks Compared
0
Llama 3.3 70B Instruct Wins
3
GPT-5.4 Wins
Benchmark Scores
| Benchmark | Llama 3.3 70B Instruct | GPT-5.4 | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 14.5 | 57.0 | |
Coding Index Code generation & understanding | 10.7 | 57.3 | |
Math Index Mathematical reasoning | 7.7 | - | - |
MMLU Pro Academic knowledge | 71.3 | - | - |
GPQA Graduate-level science | 49.8 | 92.0 | |
LiveCodeBench Competitive programming | 28.8 | - | - |
Aider Real-world code editing | 59.4 | - | - |
AIME Competition math | 30.0 | - | - |
GPT-5.4 significantly outperforms in coding benchmarks.
Cost vs Quality
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Llama 3.3 70B Instruct
Other models
Context & Performance
Context Window
Llama 3.3 70B Instruct
131,072
tokens
GPT-5.4
1,050,000
tokens
GPT-5.4 has a 88% larger context window.
Speed Performance
| Metric | Llama 3.3 70B Instruct | GPT-5.4 | Winner |
|---|---|---|---|
| Tokens/second | 99.5 tok/s | 84.0 tok/s | |
| Time to First Token | 0.54s | 165.19s |
Llama 3.3 70B Instruct responds 19% faster on average.
Capabilities
Feature Comparison
| Feature | Llama 3.3 70B Instruct | GPT-5.4 |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Llama 3.3 70B Instruct | GPT-5.4 |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Meta-llama | OpenAI |
| Released | Dec 2024 | Mar 2026 |
Llama 3.3 70B Instruct Modalities
Input
text
Output
text
GPT-5.4 Modalities
Input
textimagefile
Output
text