Real data comparison
DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3
On price, DeepSeek: DeepSeek V4 Flash 0423 is cheaper ($0.11 vs $0.23 per 1M). In real production usage, DeepSeek: DeepSeek V4 Flash 0423 is used more (rank #1 vs #3 of 291). Across 18 real task categories where both models have classified traffic, DeepSeek: DeepSeek V4 Flash 0423 handles more of the traffic in 18 of them.
- DeepSeek: DeepSeek V4 Flash 0423
- Tencent: Hy3
Head-to-head by real task
DeepSeek: DeepSeek V4 Flash 0423 leads 18 of 18 shared task categories by real classified traffic share; Tencent: Hy3 leads 0. Not a benchmark score - this is what developers actually route to each model for, per OpenRouter's task classification.
| Task | DeepSeek: DeepSeek V4 Flash 0423 | Tencent: Hy3 |
|---|---|---|
| Web Search | 34.1% | 5.2% |
| Tool Dispatch | 28.1% | 4.6% |
| Multi-step Planning | 25.1% | 6.7% |
| Conversation | 22.2% | 4.1% |
| Memory Extraction | 22.6% | 5.0% |
| DevOps & Config | 23.0% | 6.3% |
| SQL & Database | 19.8% | 3.1% |
| Research & Reports | 22.6% | 6.7% |
| Repo Scanning | 19.5% | 4.8% |
| Code Generation | 19.7% | 5.3% |
| Debugging | 18.5% | 4.2% |
| Finance & Trading | 18.3% | 4.0% |
| DevOps | 23.0% | 8.9% |
| Code Review | 17.3% | 3.6% |
| Workflow Execution | 20.7% | 10.4% |
| Frontend & UI | 17.2% | 7.4% |
| Shell Execution | 14.5% | 6.0% |
| File I/O | 20.1% | 13.7% |
Usage share over time
- DeepSeek: DeepSeek V4 Flash 0423
- Tencent: Hy3
Frequently asked questions
DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3: which is better quality?
Quality data is unavailable for one or both models.
DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3: which is cheaper?
DeepSeek: DeepSeek V4 Flash 0423 is cheaper at $0.11/1M vs $0.23/1M.
DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3: which is used more?
DeepSeek: DeepSeek V4 Flash 0423 has higher real OpenRouter usage share (rank #1 vs #3 of 291).
DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3: which wins more real-world task categories?
DeepSeek: DeepSeek V4 Flash 0423 handles more traffic in 18 of 18 shared task categories where both models have classified OpenRouter usage.
Source: OpenRouter (openrouter.ai/rankings), as of August 9, 2026.
Benchmark scores: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings).
Methodology: smophy.ai/benchmark/methodology
Token counts originate from each provider's own tokenizer and are not directly comparable across providers.