Hy3 preview is $0.009 cheaper per 1M input tokens (12% lower; 1.14x difference).
API cost decision in 10 seconds
🔥Hy3 preview vs NewRing-2.6-1T
Pick Hy3 preview when budget is the priority.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Hy3 preview when budget is the priority.
On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $0.39 for Ring-2.6-1T, saving $0.19 (49.4% lower).
Cost-first pickHy3 preview
Context-first pickBoth models
Sample savings$0.1949.4%
10x traffic gap$1.92
The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $1.92. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Hy3 preview stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Hy3 preview | Ring-2.6-1T |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Hy3 preview | $0.46 | $0.69 |
| Balanced workload | 1M input + 1M output | Hy3 preview | $0.33 | $0.7 |
| Output-heavy chatbot | 1M input + 5M output | Hy3 preview | $1.37 | $3.2 |
Hy3 preview is $0.36 cheaper per 1M output tokens (58.4% lower; 2.4x difference).
Both models report the same context window at 262.14K tokens.
Hy3 preview is $0.19 cheaper on the standard workload (49.4% 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
Hy3 preview has the lower input price; Hy3 preview has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, Hy3 preview is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.2 for Hy3 preview and $0.39 for Ring-2.6-1T.
Choose Hy3 preview when you care most about lower input-token price, and lower output-token price.
Choose Ring-2.6-1T when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
- On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $0.39 for Ring-2.6-1T, saving $0.19 (49.4% lower).
- Hy3 preview is $0.19 cheaper on the standard workload (49.4% lower).
- Hy3 preview is $0.009 cheaper per 1M input tokens (12% lower; 1.14x difference).
- Hy3 preview is $0.36 cheaper per 1M output tokens (58.4% lower; 2.4x difference).
- Both models report the same context window at 262.14K tokens.
| Feature | 🔥Hy3 preview (Tencent) | NewRing-2.6-1T (inclusionAI) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.066 | $0.075 |
| Completion Price per 1M tokens | $0.26 | $0.625 |
| Sample Workload Cost 1M input + 500K output | $0.2 | $0.39 |
| Context Window | 262.14K | 262.14K |
| Release Date | ||
| Popularity | #2 |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Hy3 preview | On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $0.39 for Ring-2.6-1T, saving $0.19 (49.4% lower). |
| High-volume input processing | Hy3 preview | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Hy3 preview | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Tie | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Ling-2.6-flash can replace Ring-2.6-1T when lower sample workload cost matters most: $0.03.
- Llama 4 Scout offers 10M context with $0.23 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.
- Gemini 2.5 Flash Lite offers 1.05M context with $0.3 sample workload cost.
- DeepSeek V4 Flash · DeepSeek · #1
- Claude Opus 4.7 · Anthropic · #3
- Claude Sonnet 4.6 · Anthropic · #4
- Owl Alpha · OpenRouter · #5
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