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MultiOn

by MultiOn (now AGI Inc.)

System Card

OrganizationMultiOn (now AGI Inc.)
Released2023-03
Architectureagentic-workflow / Web Motor Cortex Agent
DetailsMultiOn provides a "Motor Cortex" API layer that enables AI agents to autonomously navigate the web, execute multi-step workflows (booking, form submission, ordering), and maintain detailed conversation context to resist looping on long tasks. The Agent API runs millions of concurrent agents and exposes embedding interfaces for developers to add web-action capabilities to any LLM application.
Parameters—
Domainagent-memoryepisodic-session
Open SourceNo
WebsiteVisit
web-agentbrowser-automationapiconcurrent-agentsworkflowaction-model

Capability Profile

Benchmark Scores

6 of 14 benchmarks
Long-Context Retrieval
0/5
RULER
no data
NIAH
no data
LooGLE
no data
LongBench
no data
∞Bench
no data
Multi-Turn Recall
2/2
LoCoMo
77.469p
MemoryBank
74.944p
Cross-Session Memory
1/1
LongMemEval
76.152p
Multi-Hop QA
2/3
BABILong
no data
MultiHop-RAG
7579p
HotpotQA
75.976p
Agent Task Memory
1/1
AgentBench-Mem
7226p
Personalization
0/1
PerLTQA
no data
Factuality / Grounding
0/1
RAGAS
no data
Sources:MultiOn vendor documentation; evaluated on AgentBench Memory Track (Tsinghua KEG, 2308)MultiOn vendor documentation; evaluated on LoCoMo: Long-Term Conversational Memory Benchmark (Snap Research, 2402)MultiOn vendor documentation; evaluated on LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory (Salesforce AI Research, 2410)MultiOn vendor documentation; evaluated on HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering (Stanford / CMU, 1809)MultiOn vendor documentation; evaluated on MemoryBank: Enhancing LLMs with Long-Term Memory (Sun Yat-sen University, 2305)MultiOn vendor documentation; evaluated on MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries (HKUST, 2401)