Notion 内蔵の AIアシスタント — 文書の作成・要約・ワークスペース検索、および連携データ上でのエージェント実行。
RAGメモリツール利用
Demo · hover to play
Mem Agents vs Tofuwhich AI personal agent should you pick in 2026?
Self-organizing memory agent that captures and surfaces what matters.
MemoryRAGTool use
Autonomous campaign execution across email, ads, and web at brand-safe scale.
Tool useMemoryRAG
Mem Agents vs Tofu — specs
| Spec | Mem Agents | Tofu |
|---|---|---|
| Agent Rank | 72 / 100 (A) | 63 / 100 (B) |
| Autonomy | Assistant | Autonomous |
| Pricing | Freemium · from $10 | Subscription |
| Open source | No | No |
| Capabilities | Memory, RAG, Tool use | Tool use, Memory, RAG |
| Integrations | 3 apps | 5 apps |
| Verified | Verified | — |
| Released | Mar 2025 | Jun 2025 |
Agent Rank breakdown
Mem Agents
Agent Rank
72/ 100
- 自律性
- 7
- 機能
- 6
- 連携
- 6
- 料金
- 8
- 完成度
- 6
- 検証性
- 10
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
Tofu
Agent Rank
63/ 100
- 自律性
- 9
- 機能
- 6
- 連携
- 6
- 料金
- 4
- 完成度
- 7
- 検証性
- 6
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
Pros & cons
Mem Agents
メリット
- +Self-organizing memory — surfaces what matters without manual tagging
- +Strong agent search across email, Slack, Drive
- +Cheap entry tier for a daily-driver knowledge layer
デメリット
- −Acts as memory, not action — pair with another agent for execution
- −Integration depth varies by app
- −Team features still maturing vs Notion / Mem.ai competitors
Tofu
メリット
- +#1 in multiple 2026 marketing-agent buyer guides — top of the vertical
- +Autonomous orchestration across email + ads + web (most agents only do one channel)
- +Strong brand-governance — runs every output through brand library checks
デメリット
- −Enterprise pricing only — no SMB self-serve
- −Newer than Writer/Jasper — fewer Fortune 500 case studies
- −Best ROI requires existing martech stack (HubSpot/Marketo/Salesforce)
Pricing
Mem Agents
Free
無料
Light use
- +1,000 memories
- +Standard search
おすすめ
Plus
$10/月
Daily users
- +Unlimited memories
- +Agent search
- +Integrations
Team
$20/席/月
Small teams
- +Shared memories
- +Workspace controls
Tofu
Growth
カスタム
Mid-market
- +Email + ads + web
- +Brand library
- +HubSpot/Marketo sync
おすすめ
Scale
カスタム
Large brands
- +Unlimited campaigns
- +Multi-brand workspace
- +Advanced governance
Enterprise
カスタム
Fortune 500
- +Custom integrations
- +Dedicated CS
- +Custom SLAs
Which one should you pick?
Mem Agents
Pick Mem Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Mem Agents →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Mem Agents or Tofu in 2026?+
Pick Mem Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Tofu if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Mem Agents for primary work and Tofu for the workflows where its specific strengths matter.
What's the price difference between Mem Agents and Tofu?+
Mem Agents starts at Freemium · from $10; Tofu starts at Subscription. Mem Agents is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Mem Agents or Tofu?+
Tofu is the more autonomous of the two (Autonomous vs Assistant). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
Readers comparing Mem Agents and Tofu also picked
Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
AIメールクライアント — 自然言語検索、要約、予約送信、受信トレイに基づくAI下書き返信を提供します。
RAGメモリツール利用Demo · hover to playセールスおよびCS向けの会話インテリジェンスAIエージェント — 通話の文字起こし、スコアリング、CRM同期を自動化します。
音声RAGメモリツール利用Demo · hover to play
See more alternatives: alternatives to Mem Agents · alternatives to Tofu
Want the real monthly cost at your volume? Run the TCO calculator →
← Build your own comparison