Compare

ValorBrain vs agent memories, feature by feature

A comparison with mem0, MemPalace, supermemory and Honcho. The criterion is a usable product in a team's daily flow, not an isolated component. Where no public data exists, the cell says so instead of estimating.

availableabsenttext = detail

Storage and isolation

Storage and isolation
Feature	ValorBrain	mem0	MemPalace	supermemory	Honcho
Multi-tenant via Postgres RLS	yes	no	no	no	no
Self-host available	yes	partial	yes	partial	partial
On-prem (zero third parties)	under contract	no	partial	partial	enterprise
Vector backend	pgvector	configurable	sqlite-vec	configurable	managed

Retrieval

Retrieval
Feature	ValorBrain	mem0	MemPalace	supermemory	Honcho
Hybrid (BM25 + vector + RRF)	yes	no	yes	partial	partial
Cross-encoder reranking	yes	no	yes	no	partial
Intent-aware search (why/when/entity)	yes	no	yes	no	reasoning tier
Multi-graph traversal (semantic + temporal + causal)	yes	no	partial	no	partial
Multi-topic query decomposition	yes	no	no	no	no

Memory mechanics

Memory mechanics
Feature	ValorBrain	mem0	MemPalace	supermemory	Honcho
Self-evolving memory notes	yes	partial	yes	no	yes
Causal inference between observations	yes	no	partial	no	reasoning tier
Contradiction detection + supersession	yes	no	partial	no	reasoning tier
Background consolidation	on the roadmap	no	partial	no	yes
Canonical sources + drift detection	yes	no	no	no	no

Multi-agent

Multi-agent
Feature	ValorBrain	mem0	MemPalace	supermemory	Honcho
Multi-agent coherence (Claude, Cursor, Kiro)	yes	limited	limited	limited	peers
Automatic cross-session handoffs	yes	no	yes	partial	partial
Multi-agent activity feed	yes	no	no	no	no

Integration

Integration
Feature	ValorBrain	mem0	MemPalace	supermemory	Honcho
Native agent hooks (Claude Code and others)	yes	no	yes	yes	partial
MCP with public HTTP transport	yes	no	stdio / self-host	stdio / self-host	no
OAuth 2.1 with dynamic client registration	yes	no	no	no	no
Native plugins (OpenClaw, Hermes Agent)	yes	no	no	no	yes
OAuth connectors (Notion, Drive, Slack, GitHub…)	yes	no	no	partial	no

Domain

Domain
Feature	ValorBrain	mem0	MemPalace	supermemory	Honcho
Schema packs per domain (code, marketing, legal…)	yes	no	no	no	no
Per-tenant schema customization	yes	no	no	no	no
Peer modeling (multi-entity)	no	no	no	no	yes

Operations

Operations
Feature	ValorBrain	mem0	MemPalace	supermemory	Honcho
Unlimited documents and searches (paid plans)	yes	request quota	yes	yes	unlimited context()
Price per person, not per call	yes	no	stdio / self-host	no	no
Team product: seat, role, invite	yes	no	no	no	no
Source ACL with restrictive mode (opt-in)	tenant opt-in	no	no	no	no
Permission scopes per token	yes	no	no	no	no
Mutation audit (append-only, hash chain)	yes	partial	no	partial	partial
Data in Brazil	yes	no	stdio / self-host	partial	enterprise
Admin dashboard	yes	yes	no	yes	yes
Public benchmark with declared method	96.58% LoCoMo R@10 · 80.8% binary BEAM-100K	partial	no comparable public benchmark	no comparable public benchmark	yes

Updated on 2026-09-24. Inaccuracy? [email protected]

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