StratMem-Bench - Memory Integration Quality: leaderboard
Metric: Memory integration quality MIQ (1-5, judge-rated) of responses that pass the SMC check, over all instances weighted by scenario counts; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 Chat | 4.56 |
| 2 | GPT-5.2 | 4.45 |
| 3 | Llama 4 Maverick | 4.44 |
| 4 | DeepSeek V3.2 | 4.4 |
| 5 | Claude Sonnet 4.5 | 4.37 |
| 6 | Qwen 3 Max | 4.3 |
| 7 | Qwen 3 235B A22B 2507 Instruct | 4.24 |
| 8 | Gemini 3 Pro (Preview) | 4.21 |
Interactive version: theaggregate.ai/benchmark?slug=stratmem-bench-memory-integration-quality · How It Works · Data refreshed daily, snapshot 2026-10-07.