Key Takeaways
Llama 3.1 Nemotron 70B Instruct wins:
- Cheaper input tokens
- Cheaper output tokens
GPT-5 wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports vision
Price Advantage
Llama 3.1 Nemotron 70B Instruct
Benchmark Advantage
GPT-5
Context Window
GPT-5
Speed
GPT-5
Pricing Comparison
Price Comparison
| Metric | Llama 3.1 Nemotron 70B Instruct | GPT-5 | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $1.20 | $1.25 | Llama 3.1 Nemotron 70B Instruct |
| Output (per 1M tokens) | $1.20 | $10.00 | Llama 3.1 Nemotron 70B Instruct |
| Cache Read (per 1M) | N/A | $125000.00 | GPT-5 |
Using a 3:1 input/output ratio, Llama 3.1 Nemotron 70B Instruct is 65% cheaper overall.
Llama 3.1 Nemotron 70B Instruct Providers
DeepInfra $1.20 (Cheapest)
GPT-5 Providers
OpenAI $1.25 (Cheapest)
Azure $1.25 (Cheapest)
Benchmark Comparison
8
Benchmarks Compared
0
Llama 3.1 Nemotron 70B Instruct Wins
8
GPT-5 Wins
Benchmark Scores
| Benchmark | Llama 3.1 Nemotron 70B Instruct | GPT-5 | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 13.4 | 44.6 | |
Coding Index Code generation & understanding | 10.8 | 36.0 | |
Math Index Mathematical reasoning | 11.0 | 94.3 | |
MMLU Pro Academic knowledge | 69.0 | 87.1 | |
GPQA Graduate-level science | 46.5 | 85.4 | |
LiveCodeBench Competitive programming | 16.9 | 84.6 | |
Aider Real-world code editing | 54.9 | 88.0 | |
AIME Competition math | 24.7 | 95.7 |
GPT-5 significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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Llama 3.1 Nemotron 70B Instruct
Other models
Context & Performance
Context Window
Llama 3.1 Nemotron 70B Instruct
131,072
tokens
Max output: 16,384 tokens
GPT-5
400,000
tokens
Max output: 128,000 tokens
GPT-5 has a 67% larger context window.
Speed Performance
| Metric | Llama 3.1 Nemotron 70B Instruct | GPT-5 | Winner |
|---|---|---|---|
| Tokens/second | 31.3 tok/s | 83.1 tok/s | |
| Time to First Token | 0.37s | 109.19s |
GPT-5 responds 166% faster on average.
Capabilities
Feature Comparison
| Feature | Llama 3.1 Nemotron 70B Instruct | GPT-5 |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Llama 3.1 Nemotron 70B Instruct | GPT-5 |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Nvidia | OpenAI |
| Released | Oct 2024 | Aug 2025 |
Llama 3.1 Nemotron 70B Instruct Modalities
Input
text
Output
text
GPT-5 Modalities
Input
textimagefile
Output
text