Llama 3 8B Lunaris is $0.46 cheaper per 1M input tokens (92% lower; 12.5x difference).
API cost decision in 10 seconds
NewNemotron 3 Ultra vs Llama 3 8B Lunaris
Pick Llama 3 8B Lunaris for lower cost; pick Nemotron 3 Ultra only if the larger context window matters more.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Llama 3 8B Lunaris for lower cost; pick Nemotron 3 Ultra only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Llama 3 8B Lunaris is estimated at $0.07 vs $1.75 for Nemotron 3 Ultra, saving $1.69 (96.3% lower).
Cost-first pickLlama 3 8B Lunaris
Context-first pickNemotron 3 Ultra
Sample savings$1.6996.3%
10x traffic gap$16.85
Nemotron 3 Ultra has more context, but Llama 3 8B Lunaris saves $1.69 on the standard workload. At 10x that traffic, the same price gap is about $16.85. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Llama 3 8B Lunaris stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Nemotron 3 Ultra | Llama 3 8B Lunaris |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Llama 3 8B Lunaris | $3.75 | $0.23 |
| Balanced workload | 1M input + 1M output | Llama 3 8B Lunaris | $3 | $0.09 |
| Output-heavy chatbot | 1M input + 5M output | Llama 3 8B Lunaris | $13 | $0.29 |
Llama 3 8B Lunaris is $2.45 cheaper per 1M output tokens (98% lower; 50x difference).
Nemotron 3 Ultra has 991.81K more context (122.1x larger).
Llama 3 8B Lunaris is $1.69 cheaper on the standard workload (96.3% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
Llama 3 8B Lunaris has the lower input price; Llama 3 8B Lunaris has the lower output price; Nemotron 3 Ultra offers the larger context window. For the 1M input plus 500K output sample, Llama 3 8B Lunaris is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $1.75 for Nemotron 3 Ultra and $0.07 for Llama 3 8B Lunaris.
Choose Nemotron 3 Ultra when you care most about larger context window.
Choose Llama 3 8B Lunaris when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, Llama 3 8B Lunaris is estimated at $0.07 vs $1.75 for Nemotron 3 Ultra, saving $1.69 (96.3% lower).
- Llama 3 8B Lunaris is $1.69 cheaper on the standard workload (96.3% lower).
- Llama 3 8B Lunaris is $0.46 cheaper per 1M input tokens (92% lower; 12.5x difference).
- Llama 3 8B Lunaris is $2.45 cheaper per 1M output tokens (98% lower; 50x difference).
- Nemotron 3 Ultra has 991.81K more context (122.1x larger).
| Feature | NewNemotron 3 Ultra (NVIDIA) | Llama 3 8B Lunaris (Sao10K) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.5 | $0.04 |
| Completion Price per 1M tokens | $2.5 | $0.05 |
| Sample Workload Cost 1M input + 500K output | $1.75 | $0.07 |
| Context Window | 1M | 8.19K |
| Release Date | ||
| Popularity | #91 | #127 |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Llama 3 8B Lunaris | On the standard 1M input plus 500K output workload, Llama 3 8B Lunaris is estimated at $0.07 vs $1.75 for Nemotron 3 Ultra, saving $1.69 (96.3% lower). |
| High-volume input processing | Llama 3 8B Lunaris | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Llama 3 8B Lunaris | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Nemotron 3 Ultra | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Nemotron 3 Ultra (free) can replace Nemotron 3 Ultra when lower sample workload cost matters most: $0.
- Nemotron 3 Super (free) can replace Nemotron 3 Ultra when lower sample workload cost matters most: $0.
- Nemotron 3 Nano 30B A3B (free) can replace Nemotron 3 Ultra when lower sample workload cost matters most: $0.
- Nemotron 3 Nano Omni (free) can replace Nemotron 3 Ultra when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 10M context with $0.25 sample workload cost.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.
- MiMo-V2.5 offers 1.05M context with $0.28 sample workload cost.
- DeepSeek V4 Flash · DeepSeek · #1
- Hy3 preview · Tencent · #2
- MiMo-V2.5 · Xiaomi · #3
- MiniMax M3 · MiniMax · #4
Cheaper alternatives
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