Real data comparison
Tencent: Hy3 vs Ox Alpha
On price, Ox Alpha is cheaper ($0.00 vs $0.23 per 1M). In real production usage, Ox Alpha is used more (rank #1 vs #3 of 312). Across 17 real task categories where both models have classified traffic, Ox Alpha handles more of the traffic in 17 of them.
- Tencent: Hy3
- Ox Alpha
Head-to-head by real task
Tencent: Hy3 leads 0 of 17 shared task categories by real classified traffic share; Ox Alpha leads 17. Not a benchmark score - this is what developers actually route to each model for, per OpenRouter's task classification.
| Task | Tencent: Hy3 | Ox Alpha |
|---|---|---|
| Code Review | 2.1% | 28.5% |
| Repo Scanning | 2.1% | 28.0% |
| DevOps & Config | 2.5% | 23.5% |
| Debugging | 2.6% | 21.9% |
| Code Generation | 2.6% | 21.4% |
| Multi-step Planning | 4.0% | 21.8% |
| Frontend & UI | 4.5% | 22.1% |
| DevOps | 4.8% | 20.8% |
| Research & Reports | 4.3% | 19.2% |
| File I/O | 9.0% | 22.6% |
| Tool Dispatch | 2.3% | 14.0% |
| Web Search | 2.7% | 14.0% |
| Workflow Execution | 7.9% | 18.8% |
| Shell Execution | 4.0% | 14.8% |
| Finance & Trading | 2.4% | 6.8% |
| Memory Extraction | 3.4% | 7.7% |
| Conversation | 3.4% | 6.7% |
Usage share over time
- Tencent: Hy3
- Ox Alpha
Frequently asked questions
Tencent: Hy3 vs Ox Alpha: which is better quality?
Quality data is unavailable for one or both models.
Tencent: Hy3 vs Ox Alpha: which is cheaper?
Ox Alpha is cheaper at $0.00/1M vs $0.23/1M.
Tencent: Hy3 vs Ox Alpha: which is used more?
Ox Alpha has higher real OpenRouter usage share (rank #1 vs #3 of 312).
Tencent: Hy3 vs Ox Alpha: which wins more real-world task categories?
Ox Alpha handles more traffic in 17 of 17 shared task categories where both models have classified OpenRouter usage.
Source: OpenRouter (openrouter.ai/rankings), as of August 28, 2026.
Benchmark scores: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings).
Methodology: www.smophy.ai/benchmark/methodology
Token counts originate from each provider's own tokenizer and are not directly comparable across providers.