Hy3 is $2.37 cheaper per 1M input tokens (94.7% lower; 18.9x difference).
API cost decision in 10 seconds
🔥Hy3 vs Claude Opus 5 (batch)
Pick Hy3 for lower cost; pick Claude Opus 5 (batch) 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 Hy3 for lower cost; pick Claude Opus 5 (batch) only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Hy3 is estimated at $0.4 vs $8.75 for Claude Opus 5 (batch), saving $8.35 (95.5% lower).
Cost-first pickHy3
Context-first pickClaude Opus 5 (batch)
Sample savings$8.3595.5%
10x traffic gap$83.54
Claude Opus 5 (batch) has more context, but Hy3 saves $8.35 on the standard workload. At 10x that traffic, the same price gap is about $83.54. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Hy3 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Hy3 | Claude Opus 5 (batch) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Hy3 | $0.92 | $18.75 |
| Balanced workload | 1M input + 1M output | Hy3 | $0.66 | $15 |
| Output-heavy chatbot | 1M input + 5M output | Hy3 | $2.77 | $65 |
Hy3 is $11.97 cheaper per 1M output tokens (95.8% lower; 23.7x difference).
Claude Opus 5 (batch) has 737.86K more context (3.81x larger).
Hy3 is $8.35 cheaper on the standard workload (95.5% 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 has the lower input price; Hy3 has the lower output price; Claude Opus 5 (batch) offers the larger context window. For the 1M input plus 500K output sample, Hy3 is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.4 for Hy3 and $8.75 for Claude Opus 5 (batch).
Choose Hy3 when you care most about lower input-token price, and lower output-token price.
Choose Claude Opus 5 (batch) when you care most about larger context window.
- On the standard 1M input plus 500K output workload, Hy3 is estimated at $0.4 vs $8.75 for Claude Opus 5 (batch), saving $8.35 (95.5% lower).
- Hy3 is $8.35 cheaper on the standard workload (95.5% lower).
- Hy3 is $2.37 cheaper per 1M input tokens (94.7% lower; 18.9x difference).
- Hy3 is $11.97 cheaper per 1M output tokens (95.8% lower; 23.7x difference).
- Claude Opus 5 (batch) has 737.86K more context (3.81x larger).
| Feature | 🔥Hy3 (Tencent) | Claude Opus 5 (batch) (Anthropic) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.132 | $2.5 |
| Completion Price per 1M tokens | $0.528 | $12.5 |
| Sample Workload Cost 1M input + 500K output | $0.4 | $8.75 |
| Context Window | 262.14K | 1M |
| Release Date | ||
| Popularity | #3 |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Hy3 | On the standard 1M input plus 500K output workload, Hy3 is estimated at $0.4 vs $8.75 for Claude Opus 5 (batch), saving $8.35 (95.5% lower). |
| High-volume input processing | Hy3 | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Hy3 | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Claude Opus 5 (batch) | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Hy3 (free) can replace Hy3 when lower sample workload cost matters most: $0.
- Hy-MT2-1.8B can replace Hy3 when lower sample workload cost matters most: $0.13.
- Hy-MT2-30B-A3B can replace Hy3 when lower sample workload cost matters most: $0.22.
- Hy-MT2-7B can replace Hy3 when lower sample workload cost matters most: $0.22.
- Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- 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.
- DeepSeek V4 Flash 0731 · DeepSeek · #1
- MiMo-V2.5 · Xiaomi · #2
- Ox Alpha · stealth · #4
- DeepSeek V4 Flash 0423 · DeepSeek · #5
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
Find models with larger context windows for RAG, long documents, and codebase review.
Open largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsTencent catalog
Review all tracked Tencent models before deciding whether this matchup is the right shortlist.
Open Tencent modelsAnthropic catalog
Check other Anthropic models with comparable pricing, context, or release timing.
Open Anthropic modelsHy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It supports a configurable reasoning effort:...
Claude Opus 5 is Anthropic’s flagship model for demanding reasoning, coding, and long-horizon agentic work. It is particularly strong at end-to-end software tasks, code review and bug finding, visual analysis...