gpt-oss-20b is $0.01 cheaper per 1M input tokens (25% lower; 1.33x difference).
API cost decision in 10 seconds
gpt-oss-20b vs Llama 3 8B Lunaris
Pick Llama 3 8B Lunaris for lower cost; pick gpt-oss-20b only if the larger context window matters more.
Page updated:
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 gpt-oss-20b 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 $0.1 for gpt-oss-20b, saving $0.04 (35% lower).
Cost-first pickLlama 3 8B Lunaris
Context-first pickgpt-oss-20b
Sample savings$0.0435%
10x traffic gap$0.35
gpt-oss-20b has more context, but Llama 3 8B Lunaris saves $0.04 on the standard workload. At 10x that traffic, the same price gap is about $0.35. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Cost winner changes by workload shape: input-heavy / RAG favors gpt-oss-20b, balanced workload favors Llama 3 8B Lunaris, and output-heavy chatbot favors Llama 3 8B Lunaris.
| Workload shape | Token mix | Better pick | gpt-oss-20b | Llama 3 8B Lunaris |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | gpt-oss-20b | $0.22 | $0.23 |
| Balanced workload | 1M input + 1M output | Llama 3 8B Lunaris | $0.17 | $0.09 |
| Output-heavy chatbot | 1M input + 5M output | Llama 3 8B Lunaris | $0.73 | $0.29 |
Llama 3 8B Lunaris is $0.09 cheaper per 1M output tokens (64.3% lower; 2.8x difference).
gpt-oss-20b has 122.88K more context (16x larger).
Llama 3 8B Lunaris is $0.04 cheaper on the standard workload (35% 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
gpt-oss-20b has the lower input price; Llama 3 8B Lunaris has the lower output price; gpt-oss-20b 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 $0.1 for gpt-oss-20b and $0.07 for Llama 3 8B Lunaris.
Choose gpt-oss-20b when you care most about lower input-token price, and larger context window.
Choose Llama 3 8B Lunaris when you care most about lower output-token price.
- On the standard 1M input plus 500K output workload, Llama 3 8B Lunaris is estimated at $0.07 vs $0.1 for gpt-oss-20b, saving $0.04 (35% lower).
- Llama 3 8B Lunaris is $0.04 cheaper on the standard workload (35% lower).
- gpt-oss-20b is $0.01 cheaper per 1M input tokens (25% lower; 1.33x difference).
- Llama 3 8B Lunaris is $0.09 cheaper per 1M output tokens (64.3% lower; 2.8x difference).
- gpt-oss-20b has 122.88K more context (16x larger).
| Feature | gpt-oss-20b (OpenAI) | Llama 3 8B Lunaris (Sao10K) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.03 | $0.04 |
| Completion Price per 1M tokens | $0.14 | $0.05 |
| Sample Workload Cost 1M input + 500K output | $0.1 | $0.07 |
| Context Window | 131.07K | 8.19K |
| Release Date | ||
| Popularity | #67 | #115 |
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 $0.1 for gpt-oss-20b, saving $0.04 (35% lower). |
| High-volume input processing | gpt-oss-20b | 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 | gpt-oss-20b | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- gpt-oss-120b (free) can replace gpt-oss-20b when lower sample workload cost matters most: $0.
- gpt-oss-20b (free) can replace gpt-oss-20b when lower sample workload cost matters most: $0.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- DeepSeek V4 Flash (free) offers 1.05M context with $0 sample workload cost.
- Lyria 3 Clip Preview offers 1.05M context with $0 sample workload cost.
- Lyria 3 Pro Preview offers 1.05M context with $0 sample workload cost.
- DeepSeek V4 Flash · DeepSeek · #1
- Hy3 preview · Tencent · #2
- Claude Opus 4.7 · Anthropic · #3
- Claude Sonnet 4.6 · Anthropic · #4
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