Hy3 (free) is free for input tokens while KAT-Coder-Air V2.5 costs $0.15 per 1M tokens.
API cost decision in 10 seconds
KAT-Coder-Air V2.5 vs Hy3 (free)
Pick Hy3 (free) 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 Hy3 (free) when budget and context both matter.
On the standard 1M input plus 500K output workload, Hy3 (free) is estimated at $0 vs $0.45 for KAT-Coder-Air V2.5, saving $0.45 (100% lower).
Cost-first pickHy3 (free)
Context-first pickHy3 (free)
Sample savings$0.45100%
10x traffic gap$4.5
Hy3 (free) is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $4.5. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Hy3 (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | KAT-Coder-Air V2.5 | Hy3 (free) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Hy3 (free) | $1.05 | $0 |
| Balanced workload | 1M input + 1M output | Hy3 (free) | $0.75 | $0 |
| Output-heavy chatbot | 1M input + 5M output | Hy3 (free) | $3.15 | $0 |
Hy3 (free) is free for output tokens while KAT-Coder-Air V2.5 costs $0.6 per 1M tokens.
Hy3 (free) has 6.14K more context (1.02x larger).
Hy3 (free) is free for the standard workload while the other model is estimated at $0.45.
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 (free) has the lower input price; Hy3 (free) has the lower output price; Hy3 (free) offers the larger context window. For the 1M input plus 500K output sample, Hy3 (free) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.45 for KAT-Coder-Air V2.5 and $0 for Hy3 (free).
Choose KAT-Coder-Air V2.5 when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
Choose Hy3 (free) when you care most about lower input-token price, lower output-token price, and larger context window.
- On the standard 1M input plus 500K output workload, Hy3 (free) is estimated at $0 vs $0.45 for KAT-Coder-Air V2.5, saving $0.45 (100% lower).
- Hy3 (free) is free for the standard workload while the other model is estimated at $0.45.
- Hy3 (free) is free for input tokens while KAT-Coder-Air V2.5 costs $0.15 per 1M tokens.
- Hy3 (free) is free for output tokens while KAT-Coder-Air V2.5 costs $0.6 per 1M tokens.
- Hy3 (free) has 6.14K more context (1.02x larger).
| Feature | KAT-Coder-Air V2.5 (Kwaipilot) | Hy3 (free) (Tencent) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.15 | $0 |
| Completion Price per 1M tokens | $0.6 | $0 |
| Sample Workload Cost 1M input + 500K output | $0.45 | $0 |
| Context Window | 256K | 262.14K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Hy3 (free) | On the standard 1M input plus 500K output workload, Hy3 (free) is estimated at $0 vs $0.45 for KAT-Coder-Air V2.5, saving $0.45 (100% lower). |
| High-volume input processing | Hy3 (free) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Hy3 (free) | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Hy3 (free) | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- No lower-cost same-provider swap is currently tracked for this pair.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.17 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.11 sample workload cost.
- Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.
- MiMo-V2.5 offers 1.05M context with $0.28 sample workload cost.
- DeepSeek V4 Flash 0731 · DeepSeek · #1
- MiMo-V2.5 · Xiaomi · #2
- Hy3 · Tencent · #3
- Ox Alpha · stealth · #4
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
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Open provider hubsKwaipilot catalog
Review all tracked Kwaipilot models before deciding whether this matchup is the right shortlist.
Open Kwaipilot modelsTencent catalog
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