Webタスクを自律的に完了するブラウザ操作AIエージェント — 予約、購入、リサーチに対応。
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Adept vs MultiOnwhich AI ops agent should you pick in 2026?
Browser-driving AI agent — completes multi-step workflows on real web apps the way a human would.
BrowserTool useMemoryVision
Adept vs MultiOn — specs
| Spec | Adept | MultiOn |
|---|---|---|
| Agent Rank | 68 / 100 (B) | 65 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Subscription · Free tier | Freemium · from $20 |
| Open source | No | No |
| Capabilities | Browser, Tool use, Memory, Vision | Browser, Tool use, Vision, Memory |
| Integrations | 3 apps | 2 apps |
| Verified | — | — |
| Released | Apr 2025 | Mar 2025 |
Agent Rank breakdown
Adept
Agent Rank
68/ 100
- 自律性
- 9
- 機能
- 8
- 連携
- 4
- 料金
- 9
- 完成度
- 5
- 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?
MultiOn
Agent Rank
65/ 100
- 自律性
- 9
- 機能
- 8
- 連携
- 2
- 料金
- 8
- 完成度
- 6
- 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
Adept
メリット
- +Pioneering work on UI-driven browser agents — strong research lineage
- +Best for fully-autonomous, multi-step workflows that cross web apps
- +Foundation models tuned specifically for browser action prediction
デメリット
- −Not generally available — enterprise pilots only as of mid-2026
- −Pricing not public
- −Reliability on long-tail UIs still a work in progress
MultiOn
メリット
- +Consumer-friendly browser agent that books, fills, and completes web tasks autonomously
- +API lets developers embed browser-agent capabilities in their own products
- +Chrome extension keeps the agent close to where users already work
デメリット
- −Reliability varies widely across websites — 5–15% error rate typical
- −Best for low-stakes workflows; not for production payments or critical ops
- −Voice quality + multimodal features still maturing
Pricing
Adept
Enterprise preview
カスタム
Enterprise pilots
- +Browser-driving agent
- +Custom workflow training
- +Dedicated research-eng support
MultiOn
Free
無料
Trial
- +Limited daily sessions
- +Single agent
おすすめ
Pro
$20/月
Power users
- +Unlimited sessions
- +Custom agents
- +API access
Which one should you pick?
MultiOn
Pick MultiOn if its specific capabilities (Browser, Tool use) match what you need.
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Frequently asked
Should I pick Adept or MultiOn in 2026?+
Pick Adept if cost is the main constraint. Pick MultiOn if its specific capabilities (Browser, Tool use) match what you need. Most working teams running both can use Adept for primary work and MultiOn for the workflows where its specific strengths matter.
What's the price difference between Adept and MultiOn?+
Adept starts at Subscription · Free tier; MultiOn starts at Freemium · from $20. Adept 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, Adept or MultiOn?+
Both Adept and MultiOn are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.
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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
画面を認識し、カーソルを動かし、入力や操作を自律的に実行するコンピューター操作機能を備えたClaude。
ブラウザ操作ツール利用ビジョンメモリ
自律的なAP会計士 — 請求書を読み取り、勘定科目を割り当て、承認をルーティングし、ERPに転記します。
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