Model Comparison
Hy3 vs Ling 3.1 Flash
Hy3 ranks #133 on the AI IQ leaderboard with an estimated IQ of 99, while Ling 3.1 Flash ranks #48 on the AI IQ leaderboard with an estimated IQ of 120. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.
Where They Sit on the IQ Bell Curve
Both models highlighted on the standard normal IQ distribution of every tracked model
| Hy3China (Other) | Ling 3.1 FlashChina (Other) | |
|---|---|---|
| Rank | #133 | #48 |
| IQ | 99 | 120 |
| Abstract Reasoning | 78 | 102 |
| Mathematical Reasoning | 94 | 110 |
| Academic Reasoning | 121 | 131 |
| Programmatic Reasoning | 92 | 140 |
| Computer Use | 117 | 115 |
| Reliability | 98 | 118 |
| Knowledge Work | 94 | 124 |
| Emotional Reasoning | — | — |
| Effective Cost / 1M Tokens | $0.65 | — |
| Sticker Price / 1M I/O Tokens | $1.00 | — |
| Speed | 195 tok/s | 214 tok/s |
| Context Window | 256K | 1M |
| Released | 2026-04-24 | 2026-09-30 |
| Open Weights | Yes | Yes |
More comparisons
- Hy3 vs Deepseek V4 Pro
- Hy3 vs Fable 5.1
- Hy3 vs Gemini 4 Carbon
- Hy3 vs Glm 5.3
- Hy3 vs GPT 6 Astra
- Hy3 vs Grok 4.7
- Hy3 vs Kimi K3.1 Pro
- Hy3 vs Mimo V2.6 Pro
- Hy3 vs Minimax M3
- Hy3 vs Muse Wonder Full
- Hy3 vs Qwen3.8 Max 0902
- Ling 3.1 Flash vs Deepseek V4 Pro
- Ling 3.1 Flash vs Fable 5.1
- Ling 3.1 Flash vs Gemini 4 Carbon
- Ling 3.1 Flash vs Glm 5.3
- Ling 3.1 Flash vs GPT 6 Astra
- All comparisons