Best LLMs for Memory Extraction
9 models · ranked by real Memory Extraction usage
Key facts · week of 2026-08-10
The top 3 models (Xiaomi: MiMo-V2.5, DeepSeek: DeepSeek V4 Flash 0423, Tencent: Hy3) account for 42.6% of all usage.
§This week's biggest riser is DeepSeek: DeepSeek V4 Flash 0731, up from #9 to #6.
§The cheapest model in the usage top 10 is Tencent: Hy3 at $0.132 per 1M input tokens (usage rank #3).
§The largest context window in the top 10 is Xiaomi: MiMo-V2.5 at 1.1M tokens.
§
Cite as: AI Tier List, LLM Usage Rankings (2026-08-10), www.aitierlist.xyz/en/models/agent-memory-extraction — data: OpenRouter
Which model should you pick?
- When quality comes first
- DeepSeek: DeepSeek V4 Flash 0731
- Artificial Analysis agentic benchmark score 48.4 — highest in this ranking
- The proven default
- Xiaomi: MiMo-V2.5
- 23.1% usage share — #1 in real usage
- When cost matters
- NVIDIA: Nemotron 3 Ultra (free)
- Cheapest in the top 15 — Free/1M input
- For long docs & codebases
- DeepSeek: DeepSeek V4 Flash 0423
- 1M token context window
Full ranking · 9 models
| Rank | Model | Share |
|---|---|---|
1 | Xiaomi: MiMo-V2.5 | |
2 | DeepSeek: DeepSeek V4 Flash 0423 | |
3 | Tencent: Hy3 | |
4 | NVIDIA: Nemotron 3 Ultra (free) | |
5 | StepFun: Step 3.7 Flash | |
6 | DeepSeek: DeepSeek V4 Flash 0731 | |
7 | Z.ai: GLM 5.2 (batch) | |
8 | DeepSeek: DeepSeek V4 Pro | |
9 | MiniMax: MiniMax M3 (batch) |
Model Comparisons
- Xiaomi: MiMo-V2.5 vs DeepSeek: DeepSeek V4 Flash 0423
- Xiaomi: MiMo-V2.5 vs Tencent: Hy3
- Xiaomi: MiMo-V2.5 vs NVIDIA: Nemotron 3 Ultra (free)
- DeepSeek: DeepSeek V4 Flash 0423 vs Tencent: Hy3
- DeepSeek: DeepSeek V4 Flash 0423 vs NVIDIA: Nemotron 3 Ultra (free)
- Tencent: Hy3 vs NVIDIA: Nemotron 3 Ultra (free)
- Full LLM API pricing →
Related AI Tool Tier Lists
Get notified when Memory Extraction rankings move
This ranking refreshes every week. We email you when it moves — once a week, no spam.
FAQ
What is the most-used LLM for Memory Extraction?
Xiaomi: MiMo-V2.5 by xiaomi ranks first for Memory Extraction by real token usage. It accounts for roughly 23.1% of tokens in this segment. DeepSeek: DeepSeek V4 Flash 0423, Tencent: Hy3, NVIDIA: Nemotron 3 Ultra (free) follow.
How are these rankings calculated?
Models are ranked by tokens actually consumed through OpenRouter, not by benchmark scores. This page counts only usage tagged as Memory Extraction tasks. It refreshes weekly and currently tracks 9 models.
Which is the cheapest LLM for Memory Extraction?
Among the paid models in this ranking, Tencent: Hy3 is cheapest at $0.13 per 1M input tokens. 1 models in the list are free to use.
Is Xiaomi: MiMo-V2.5 still the most-used LLM for Memory Extraction right now?
Yes. As of the week of 2026-08-10, Xiaomi: MiMo-V2.5 is #1 by real usage. It was #1 last week too. The ranking refreshes weekly, so this page changes as soon as it does.
Which model has the longest context window?
Xiaomi: MiMo-V2.5 has the longest context window in this ranking at 1.1M tokens.
Token usage and share data aggregated by OpenRouter, refreshed weekly. Prices are USD per 1M tokens. Benchmark scores come from Artificial Analysis; models it hasn't measured show —.