SmophyAI

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Real data comparison

DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3

On price, DeepSeek: DeepSeek V4 Flash 0423 is cheaper ($0.19 vs $0.23 per 1M). In real production usage, DeepSeek: DeepSeek V4 Flash 0423 is used more (rank #2 vs #7 of 353). Across 6 real task categories where both models have classified traffic, DeepSeek: DeepSeek V4 Flash 0423 handles more of the traffic in 5 of them.

  • DeepSeek: DeepSeek V4 Flash 0423
  • Tencent: Hy3
Price ($/1M blended)$0.19 / $0.23
Average usage share14.37% / 8.77%
Best provider uptime100.0% / 100.0%
Context window1,310,720 / 262,144

Head-to-head by real task

DeepSeek: DeepSeek V4 Flash 0423 leads 5 of 6 shared task categories by real classified traffic share; Tencent: Hy3 leads 1. Not a benchmark score - this is what developers actually route to each model for, per OpenRouter's task classification.

TaskDeepSeek: DeepSeek V4 Flash 0423Tencent: Hy3
Research & Reports11.9%2.1%
Multi-step Planning10.8%1.9%
Tool Dispatch7.8%1.6%
Translation8.2%2.4%
Workflow Execution9.3%4.4%
File I/O4.9%5.7%

Usage share over time

24.64%18.48%12.32%6.16%0.00%Share of usageJul 5Aug 13Sep 22
  • 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 $0.19/1M 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 #2 vs #7 of 353).

DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3: which wins more real-world task categories?

DeepSeek: DeepSeek V4 Flash 0423 handles more traffic in 5 of 6 shared task categories where both models have classified OpenRouter usage.

Source: OpenRouter (openrouter.ai/rankings), as of September 23, 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.