Dify vs Lucidworks (2026): Pricing, Features & Verdict
Dify is our pick, scoring 7.3/10 against 6.9/10 for Lucidworks on our AI Software criteria. Its biggest advantage: higher Cost score (8/10 vs 3/10). Only Dify has a free plan.
Last updated: November 2026
Dify
7.3/10
Open-source platform for building LLM apps, agents, RAG knowledge pipelines and visual AI workflows, available as cloud SaaS or self-hosted.
Lucidworks
6.9/10
Lucidworks sells an enterprise AI search and product discovery platform built on Fusion, with generative answers, AI agents and merchandising tools for commerce and workplace search.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 7.3/10 | 6.9/10 |
| Integration | 7/10 | 7/10 |
| Analytics | 6/10 | 8/10 |
| Customization | 9/10 | 9/10 |
| Ease of Use | 7/10 | 5/10 |
| Support | 6/10 | 6/10 |
| Cost | 8/10 | 3/10 |
| Scalability | 6/10 | 9/10 |
| Security | 8/10 | 9/10 |
| Output Quality | 7/10 | 8/10 |
| Pricing | ||
| Free plan | Yes | No |
| Cheapest paid plan | $59/mo Professional | Contact for pricing |
| Estimated cost for 10 users | $159/mo Team | Contact for pricing |
| Features | ||
| AI Agents | ||
| API Access | ||
| Chatbots | ||
| Enterprise Controls | ||
| Knowledge Base Search | ||
| Private Deployment | ||
| Text Generation | ||
| Custom Model Training | Not listed | |
| Workflow Automation | Not listed | |
Dify vs Lucidworks cost by team size
| Team size | Dify | Lucidworks |
|---|---|---|
| 1 user | FreeSandbox | Contact for pricing |
| 5 users | $159/moTeam | Contact for pricing |
| 10 users | $159/moTeam | Contact for pricing |
| 25 users | $159/moTeam | Contact for pricing |
| 50 users | $159/moTeam | Contact for pricing |
The plan that fits each team size, billed monthly, before add-ons and usage charges. Each cost opens that tool's pricing calculator for the team size.
Who Dify and Lucidworks suit
Dify fits small business and developers better than Lucidworks.
| Audience | Dify | Lucidworks |
|---|---|---|
| Small Business | 6/10It is affordable, but it still needs technical skills to build apps and integrate them. | 2/10There is no free or self-serve plan, and reviewers say the cost is too high for small clients. |
| Developers | 9/10It is an open-source LLM app platform with an API, self-hosting and support for many model providers. | 6/10Pipelines, connectors and APIs give engineers deep control, but reviewers find setup and upgrades heavy. |
| Customer Support Teams | 5/10A review describes building a RAG support workflow with human handoff in under an hour. | 6/10Agent Studio and knowledge management search can deflect repetitive questions using help content. |
| Enterprise | 8/10The Enterprise edition offers VPC or self-hosted deployment, SSO, RBAC and audit logs, and Dify names large customers such as Maersk and Volvo. | 9/10It is sold through enterprise contracts with hybrid deployment, SOC 2 Type 2 and ISO 27001, and its named customers include Lenovo, Morgan Stanley and American Express. |
| Agencies | 5/10Teams can publish chatbots as embeds or web apps, which could be built for clients. | Not rated |
| Consultancies | 7/10Visual workflows and self-hosting let consultancies build and hand off client AI apps. | Not rated |
| E-commerce | Not rated | 9/10Commerce Studio, part number detection, image data enrichment and product page Q&A agents are built for online retail and B2B commerce catalogs. |
| Financial Services | Not rated | 7/10Banks and card issuers such as Morgan Stanley and American Express are named customers, and self-hosted and private deployments are supported. |
| Freelancers | 5/10The free Community Edition and free Sandbox tier lower the cost for individuals. | Not rated |
| IT Teams | 6/10Self-hosting with Docker or Helm, SSO, RBAC and audit logs support internal deployment. | Not rated |
| Mid-Market | 7/10The Team plan supports 50 members and 200 apps, which fits internal AI tooling. | Not rated |
| SaaS Companies | 6/10API endpoints and embeds let software companies ship AI features to customers. | Not rated |
| Startups | 9/10The free self-hosted edition and low-cost cloud plans suit teams prototyping AI MVPs quickly. | Not rated |
Which One Should You Choose?
Why choose Dify
- Has a free plan (Lucidworks does not)
- Higher Cost score (8/10 vs 3/10)
- Higher Ease of Use score (7/10 vs 5/10)
- Better fit for small business (6/10 vs 2/10)
- Better fit for developers (9/10 vs 6/10)
Why choose Lucidworks
- Higher Scalability score (9/10 vs 6/10)
- Higher Analytics score (8/10 vs 6/10)
Pros & Cons
Dify
Pros
- The Community Edition is free to self-host with no license fees, so the only costs are infrastructure and model APIs.
- The visual workflow builder lets a team build a RAG support workflow with human handoff in under an hour, according to one review.
- Document ingestion, chunking, embedding and retrieval are handled in a single interface.
- Teams can switch between many model providers per node, including local models via Ollama.
- Apps can be published as web apps, embeds, APIs or MCP tools.
Cons
- Self-hosting needs Docker or Kubernetes skills, and reviewers report scaling problems under heavy workloads.
- Reviewers say Dify has fewer connectors than rivals such as LangFlow.
- Multi-agent orchestration and built-in observability are basic.
- Workflows have no built-in version control, and the canvas can lag on large flows.
- Removing Dify branding from self-hosted apps requires a commercial license.
Lucidworks
Pros
- Supports self-hosted Fusion on Kubernetes, which can run on-premises, alongside hosted and SaaS options, which suits regulated buyers who need private infrastructure.
- Strong compliance record: a SOC 2 Type 2 report covering May 2025 to May 2026, plus ISO/IEC 27001:2022 and CSA STAR, all listed on a public trust center.
- Commerce-specific tooling such as merchandising rules, part number detection, image-based attribute enrichment and product page Q&A agents.
- Custom embedding model training on your own signals data, combined with neural hybrid search, gives deep relevance control.
- Ships updates often: the changelog shows new Agent Studio, MCP, UI Studio and Commerce Studio features throughout 2025 and 2026.
Cons
- No public pricing and no free tier, and third-party data puts a typical contract around 53,500 USD a year before services.
- Reviewers describe upgrades, pipelines and schema changes as cumbersome and complex to run.
- The hosted Lucidworks Search version blocks custom Docker images and custom stages, and upgrades are mandatory.
- Promotions to production on the hosted version can take up to three business days.
- Few public reviews: about 12 on G2 and 10 on TrustRadius, which makes peer validation thin.
- V1 connectors, including Salesforce, are deprecated, and a replacement was still in development.
Not sold on either?
Frequently Asked Questions
Dify scores higher on our AI Software criteria: 7.3/10 against 6.9/10 for Lucidworks. The largest gap is in Cost: 8/10 for Dify and 3/10 for Lucidworks.
Dify has a free plan; Lucidworks does not list one.
Dify is the better fit for small business: we rate it 6/10 for them, against 2/10 for Lucidworks.
