Model Comparison
Agnes 2.5 Pro Alpha vs Minimax M3
Agnes 2.5 Pro Alpha ranks #129 on the AI IQ leaderboard with an estimated IQ of 96, while Minimax M3 ranks #52 on the AI IQ leaderboard with an estimated IQ of 115. 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 AlphaWorld (Other) | Minimax M3MiniMax | |
|---|---|---|
| Rank | #129 | #52 |
| IQ | 96 | 115 |
| Abstract Reasoning | 79 | 86 |
| Mathematical Reasoning | 88 | 122 |
| Academic Reasoning | 126 | 126 |
| Programmatic Reasoning | 91 | 119 |
| Computer Use | 93 | 117 |
| Reliability | 106 | 124 |
| Knowledge Work | 90 | 114 |
| Emotional Reasoning | — | 104 |
| Effective Cost / 1M Tokens | — | $3.36 |
| Sticker Price / 1M I/O Tokens | — | $1.50 |
| Speed | 132 tok/s | 97 tok/s |
| Context Window | 1M | 1M |
| Released | 2026-07-24 | 2026-06-01 |
| Open Weights | Yes | Yes |
More comparisons
- Agnes 2.5 Pro Alpha vs Deepseek V4 Pro
- Agnes 2.5 Pro Alpha vs Fable 5.1
- Agnes 2.5 Pro Alpha vs Gemini 4 Argon
- Agnes 2.5 Pro Alpha vs Glm 5.3
- Agnes 2.5 Pro Alpha vs GPT 6 Astra
- Agnes 2.5 Pro Alpha vs Grok 4.7
- Agnes 2.5 Pro Alpha vs Kimi K3
- Agnes 2.5 Pro Alpha vs Mimo V2.6 Pro
- Agnes 2.5 Pro Alpha vs Muse Spark 1.3
- Agnes 2.5 Pro Alpha vs Qwen3.8 Max 0902
- Minimax M3 vs Deepseek V4 Pro
- Minimax M3 vs Fable 5.1
- Minimax M3 vs Gemini 4 Argon
- Minimax M3 vs Glm 5.3
- Minimax M3 vs GPT 6 Astra
- Minimax M3 vs Grok 4.7
- All comparisons