IQ vs Latency (Time to First Token)
Each model's estimated IQ plotted against its time to first token (TTFT). Drag the input-length slider from 1K to 10K tokens — dots glide between AA's two measured anchors (values in between are linearly interpolated).
IQ vs Latency (Time to First Token)
Each model's estimated IQ plotted against its time to first token (TTFT). Drag the input-length slider from 1K to 10K tokens — dots glide between AA's two measured anchors (values in between are linearly interpolated).
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 |