IQ vs Throughput (Tokens Per Second)
Each model's estimated IQ plotted against its median output speed in tokens per second
IQ vs Throughput (Tokens Per Second)
Each model's estimated IQ plotted against its median output speed in tokens per second
How To Read This Chart
This chart uses derived AI IQ fields and source-backed benchmark data from the public AI IQ dataset.
Top Models
| Rank | Model | Provider | Score |
|---|---|---|---|
| 1 | fable-5 | Anthropic | 132 |
| 2 | opus-4.8 | Anthropic | 130 |
| 3 | gpt-5.5 | OpenAI | 129 |
| 4 | opus-4.7 | Anthropic | 128 |
| 5 | gpt-5.4 | OpenAI | 124 |
| 6 | gemini-3.1-pro | 123 | |
| 7 | opus-4.6 | Anthropic | 123 |
| 8 | sonnet-5 | Anthropic | 123 |
| 9 | gemini-3.5-flash | 121 | |
| 10 | sonnet-4.6 | Anthropic | 119 |
| 11 | glm-5.2 | Z.ai | 117 |
| 12 | kimi-k2.6 | Kimi | 117 |