Model Comparison
Agnes 2.5 Pro Beta vs Gemini 4 Carbon
Agnes 2.5 Pro Beta ranks #79 on the AI IQ leaderboard with an estimated IQ of 110, while Gemini 4 Carbon ranks #5 on the AI IQ leaderboard with an estimated IQ of 139. 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
| Agnes 2.5 Pro BetaWorld (Other) | Gemini 4 CarbonGoogle | |
|---|---|---|
| Rank | #79 | #5 |
| IQ | 110 | 139 |
| Abstract Reasoning | 96 | 120 |
| Mathematical Reasoning | 104 | 145 |
| Academic Reasoning | 127 | 136 |
| Programmatic Reasoning | 98 | 153 |
| Computer Use | 108 | 155 |
| Reliability | 116 | 135 |
| Knowledge Work | 121 | 130 |
| Emotional Reasoning | — | — |
| Effective Cost / 1M Tokens | $0.82 | — |
| Sticker Price / 1M I/O Tokens | $0.40 | — |
| Speed | 108 tok/s | — |
| Context Window | 1M | — |
| Released | 2026-08-26 | 2026-10-28 |
| Open Weights | No | No |
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