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Model Studio Memory

Alibaba Cloud launched Memory on its Model Studio platform, a long-term memory service that lets personal agents keep user preferences and profiles across conversations.

Agents can remember a user's preferences, plans and earlier commitments across sessions and build them into a structured user profile. Developers can define their own memory rules and profile fields, and the console offers debugging and change tracking. It connects through API, MCP or a command-line tool to Codex, DeepSeek Harness, Claude Code and OpenClaw, and works with Skills.

Date
Monday 2 November 2026
Lab
Alibaba Cloud
Kind
product
Access
closed API

Figures

MeasureValueMeasured by
HaluMem-medium question-answering score85.15%
versus 81.71% for Zep, the next system listed; system appears as Mementis in the charts
company
PersonaMem-v2 overall score56.82
first among eight systems; MemBrain second at 55.72; other systems' results taken from OmniMemEval
company

Benchmark figures are from the company and have not been independently reproduced. Launch date taken from the IT Home report of November 2 as cited by Pandaily.

Sources

  1. pandaily.com/alibaba-cloud-model-studio-memory-personal-agents-long-term-memory-halumem-pe

This record was checked against its sources on 3 November 2026. How we check

Read the daily brief for 2 November 2026