Qwen3.8 27B (batch) is $0.04 cheaper per 1M input tokens (20% lower; 1.25x difference).
API cost decision in 10 seconds
NewRipple 65B Preview vs Qwen3.8 27B (batch)
Pick Ripple 65B Preview when budget and context both matter.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Ripple 65B Preview when budget and context both matter.
On the standard 1M input plus 500K output workload, Ripple 65B Preview is estimated at $0.5 vs $1.16 for Qwen3.8 27B (batch), saving $0.66 (56.9% lower).
Cost-first pickRipple 65B Preview
Context-first pickRipple 65B Preview
Sample savings$0.6656.9%
10x traffic gap$6.6
Ripple 65B Preview is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $6.6. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Ripple 65B Preview stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Ripple 65B Preview | Qwen3.8 27B (batch) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Ripple 65B Preview | $1.3 | $1.8 |
| Balanced workload | 1M input + 1M output | Ripple 65B Preview | $0.8 | $2.16 |
| Output-heavy chatbot | 1M input + 5M output | Ripple 65B Preview | $3.2 | $10.16 |
Ripple 65B Preview is $1.4 cheaper per 1M output tokens (70% lower; 3.33x difference).
Ripple 65B Preview has 786.43K more context (4x larger).
Ripple 65B Preview is $0.66 cheaper on the standard workload (56.9% 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
Qwen3.8 27B (batch) has the lower input price; Ripple 65B Preview has the lower output price; Ripple 65B Preview offers the larger context window. For the 1M input plus 500K output sample, Ripple 65B Preview is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.5 for Ripple 65B Preview and $1.16 for Qwen3.8 27B (batch).
Choose Ripple 65B Preview when you care most about lower output-token price, and larger context window.
Choose Qwen3.8 27B (batch) when you care most about lower input-token price.
- On the standard 1M input plus 500K output workload, Ripple 65B Preview is estimated at $0.5 vs $1.16 for Qwen3.8 27B (batch), saving $0.66 (56.9% lower).
- Ripple 65B Preview is $0.66 cheaper on the standard workload (56.9% lower).
- Qwen3.8 27B (batch) is $0.04 cheaper per 1M input tokens (20% lower; 1.25x difference).
- Ripple 65B Preview is $1.4 cheaper per 1M output tokens (70% lower; 3.33x difference).
- Ripple 65B Preview has 786.43K more context (4x larger).
| Feature | NewRipple 65B Preview (Ricursive) | Qwen3.8 27B (batch) (Qwen) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.2 | $0.16 |
| Completion Price per 1M tokens | $0.6 | $2 |
| Sample Workload Cost 1M input + 500K output | $0.5 | $1.16 |
| Context Window | 1.05M | 262.14K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Ripple 65B Preview | On the standard 1M input plus 500K output workload, Ripple 65B Preview is estimated at $0.5 vs $1.16 for Qwen3.8 27B (batch), saving $0.66 (56.9% lower). |
| High-volume input processing | Qwen3.8 27B (batch) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Ripple 65B Preview | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Ripple 65B Preview | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Qwen3.8 27B (free) can replace Qwen3.8 27B (batch) when lower sample workload cost matters most: $0.
- Qwen3 Next 80B A3B Instruct (free) can replace Qwen3.8 27B (batch) when lower sample workload cost matters most: $0.
- Qwen3 Coder 480B A35B (free) can replace Qwen3.8 27B (batch) when lower sample workload cost matters most: $0.
- Qwen3.7 Flash can replace Qwen3.8 27B (batch) when lower sample workload cost matters most: $0.1.
- Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.
- GPT-6 Luna offers 1.05M context with $0.35 sample workload cost.
- GPT-5.6 Luna offers 1.05M context with $0.8 sample workload cost.
- GPT-6 Luna Pro offers 1.05M context with $0.35 sample workload cost.
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Open Qwen modelsRipple-65B-Preview by ricursiveAI, a 65B model with native tool calling, served in BF16.
Qwen3.8 27B is an open-weight dense vision-language model from Qwen. It is suited for coding, professional workflows, research, multimodal interaction, and long-running agent tasks, with flexible thinking that can be...