"Multiplayer AI" — shared, governed company-wide agents across your stack.
ツール利用メモリRAGマルチエージェント
Demo · hover to playGlean vs Sakana AIwhich AI ops agent should you pick in 2026?
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
RAGMemoryTool use
Glean vs Sakana AI — specs
| Spec | Glean | Sakana AI |
|---|---|---|
| Agent Rank | 82 / 100 (A) | 63 / 100 (B) |
| Autonomy | Assistant | Autonomous |
| Pricing | Subscription · Free tier | Subscription |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Tool use, Memory, RAG, Multi-agent |
| Integrations | 6 apps | 3 apps |
| Verified | Verified | — |
| Released | Feb 2025 | Sep 2025 |
Agent Rank breakdown
Glean
Agent Rank
82/ 100
- 自律性
- 7
- 機能
- 6
- 連携
- 10
- 料金
- 9
- 完成度
- 7
- 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?
Sakana AI
Agent Rank
63/ 100
- 自律性
- 9
- 機能
- 8
- 連携
- 4
- 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
Glean
メリット
- +Single best enterprise knowledge agent in 2026 — instant grounding in your company data
- +Custom Agents (Glean Agents) let teams build internal workflows without code
- +Strong permission-aware retrieval — agents see only what users are allowed to
デメリット
- −Enterprise-only — typically $50K+ ACV minimum
- −Initial connector setup takes weeks for full coverage
- −Pricier than ChatGPT Enterprise on a per-seat basis
Sakana AI
メリット
- +$135M Series B Nov 2025 at $2.65B valuation — Japan's breakout agent player
- +Production at MUFG, SMFG + Japan defense (ATLA contract)
- +Native Japanese-language strength — top of "AI エージェント" SERPs
デメリット
- −Enterprise sales motion only — no self-serve
- −US/EU presence early stage; brand recognition mostly in APAC
- −Limited public benchmarks vs Western multi-agent competitors
Pricing
Glean
おすすめ
Enterprise
カスタム
Enterprises 200+ employees
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
Sakana AI
Pilot
カスタム
Enterprise pilots
- +TRINITY multi-agent orchestration
- +1 use case
- +JP support team
おすすめ
Production
カスタム
Japanese enterprises
- +Unlimited use cases
- +Finance underwriting agents
- +On-prem + sovereign deployment
Defense
カスタム
Government
- +ATLA-grade security
- +Air-gapped deployment
- +Dedicated engineering team
Which one should you pick?
Glean
Pick Glean if cost is the main constraint or if your stack spans many tools and integration depth is the constraint.
Try Glean →Sakana AI
Pick Sakana AI if you want the highest autonomy and the verification loop is in place.
Try Sakana AI →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Glean or Sakana AI in 2026?+
Pick Glean if cost is the main constraint or if your stack spans many tools and integration depth is the constraint. Pick Sakana AI if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Glean for primary work and Sakana AI for the workflows where its specific strengths matter.
What's the price difference between Glean and Sakana AI?+
Glean starts at Subscription · Free tier; Sakana AI starts at Subscription. Glean 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, Glean or Sakana AI?+
Sakana AI 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.
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GDPR-native multi-model AI workspace with built-in agent builder — Europe's Glean alternative.
ツール利用メモリRAGマルチエージェント
Demo · hover to playEnterprise "Agent OS" with trust, memory, and multi-agent coordination — built by ex-Atlassian CTO.
ツール利用メモリRAGマルチエージェント
See more alternatives: alternatives to Glean · alternatives to Sakana AI
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