Allganize (올거나이즈) vs Glean vs Hebbia vs Dify
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
Allganize (올거나이즈)
Enterprise RAG 'AI coworkers' with layout-aware source citations
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Glean
Permissions-aware enterprise AI search, assistant and agents
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Hebbia
AI analysis platform for investment, banking and legal teams
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Dify
Open-source canvas for LLM workflows, RAG knowledge bases and agents
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| RECATOOLS Score | 6.8 / 10 | 7.8 / 10 | 7.6 / 10 | 8.2 / 10 |
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| Value for money | ||||
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| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Subscription | Enterprise | Enterprise | Open Source |
| Free tier | No free plan; demo on request | No free plan or self-serve trial. Evaluation is through a demo with Glean's sales team | — | Self-hosted Community edition free under the Dify Open Source License; Cloud Sandbox: 200 message credits total, 1 member, 5 apps, 50 docs |
| Paid from | From $3,000/month (200,000 credits); up to $10,000/month for 1M credits | Custom quote: per-user monthly Enterprise Flex seats plus pooled FlexCredits, no list price | Custom quote only (Hebbia publishes no price) | $59/month (Professional, or $590/year) |
| Has API | ✓ | ✓ | ✗ | ✓ |
| Open source | ✗ | ✗ | ✗ | ✓ |
| Free to use | ✗ | ✗ | ✗ | ✓ |
| Users | — | $300M ARR as of May 2026 (customer count not officially disclosed | — | Over 1.4 million machines (self-hosted), 180,000+ developers |
| Founded | 2017 | 2021 | 2020 | 2023 |
| Maker | Allganize Holdings | — | — | LangGenius, Inc. |
| Verdict | Allganize is a serious enterprise RAG vendor: its Alli platform answers from large document collections while preserving tables and layouts in citations, runs on SaaS or on-premises with a choice of models, and now exten... |
Glean is a mature enterprise AI platform: permissions-aware search across more than 250 connectors, an assistant grounded in company data, and Glean Agents for multi-step work. It reported $300 million ARR in May 2026, a... |
Hebbia is built for institutions that read documents at volume. Matrix runs structured questions across large document sets with every answer linked to its source, Max turns firm data into slides, reports and models, and... |
Dify gives you a visual workflow builder, a RAG pipeline and agents in one self-hostable package, and everything you build becomes an API or MCP server straight away. Releases are frequent, and the August 2026 sandboxed... |
| Full review → | Directory listing → | Directory listing → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.