Model Comparison
Ling 3.0 Flash vs Muse Wonder Full
Ling 3.0 Flash ranks #105 on the AI IQ leaderboard with an estimated IQ of 104, while Muse Wonder Full ranks #11 on the AI IQ leaderboard with an estimated IQ of 134. 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
| Ling 3.0 FlashChina (Other) | Muse Wonder FullMeta | |
|---|---|---|
| Rank | #105 | #11 |
| IQ | 104 | 134 |
| Abstract Reasoning | 85 | 108 |
| Mathematical Reasoning | 94 | 140 |
| Academic Reasoning | 117 | 137 |
| Programmatic Reasoning | 99 | 141 |
| Computer Use | 117 | 146 |
| Reliability | 111 | 128 |
| Knowledge Work | 108 | 136 |
| Emotional Reasoning | — | — |
| Effective Cost / 1M Tokens | $0.33 | — |
| Sticker Price / 1M I/O Tokens | $0.29 | — |
| Speed | 245 tok/s | — |
| Context Window | 262K | — |
| Released | 2026-07-24 | 2026-10-12 |
| Open Weights | Yes | No |
More comparisons
- Ling 3.0 Flash vs Deepseek V4 Pro
- Ling 3.0 Flash vs Fable 5.1
- Ling 3.0 Flash vs Gemini 4 Carbon
- Ling 3.0 Flash vs Glm 5.3
- Ling 3.0 Flash vs GPT 6 Astra
- Ling 3.0 Flash vs Grok 4.7
- Ling 3.0 Flash vs Kimi K3.1 Pro
- Ling 3.0 Flash vs Mimo V2.6 Pro
- Ling 3.0 Flash vs Minimax M3
- Ling 3.0 Flash vs Qwen3.8 Max 0902
- Muse Wonder Full vs Deepseek V4 Pro
- Muse Wonder Full vs Fable 5.1
- Muse Wonder Full vs Gemini 4 Carbon
- Muse Wonder Full vs Glm 5.3
- Muse Wonder Full vs GPT 6 Astra
- Muse Wonder Full vs Grok 4.7
- All comparisons