Lucidworks vs Sinequa (2026): Pricing, Features & Verdict
Lucidworks and Sinequa both score 6.9/10 on our AI Software criteria. Neither Lucidworks nor Sinequa lists a free plan.
Last updated: November 2026
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.
Sinequa
6.9/10
Enterprise AI search and RAG platform from ChapsVision that grounds AI assistants and agents in permission-aware company knowledge for large regulated organizations.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 6.9/10 | 6.9/10 |
| Integration | 7/10 | 9/10 |
| Analytics | 8/10 | 6/10 |
| Customization | 9/10 | 8/10 |
| Ease of Use | 5/10 | 5/10 |
| Support | 6/10 | 7/10 |
| Cost | 3/10 | 3/10 |
| Scalability | 9/10 | 9/10 |
| Security | 9/10 | 9/10 |
| Output Quality | 8/10 | 8/10 |
| Pricing | ||
| Free plan | No | No |
| Cheapest paid plan | Contact for pricing | Contact for pricing |
| Estimated cost for 10 users | Contact for pricing | 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 | |
Who Lucidworks and Sinequa suit
| Audience | Lucidworks | Sinequa |
|---|---|---|
| Small Business | 2/10There is no free or self-serve plan, and reviewers say the cost is too high for small clients. | 1/10Quote-only multi-year contracts and heavy implementation make it impractical for small companies. |
| Enterprise | 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. | 9/10Built for very large knowledge estates. The vendor claims deployments of 400 million documents and 200,000 users, with Fortune 500 customers. |
| Financial Services | 7/10Banks and card issuers such as Morgan Stanley and American Express are named customers, and self-hosted and private deployments are supported. | 7/10Offers financial services and private equity solutions with permission-aware retrieval and on-prem options. |
| Customer Support Teams | 6/10Agent Studio and knowledge management search can deflect repetitive questions using help content. | Not rated |
| Developers | 6/10Pipelines, connectors and APIs give engineers deep control, but reviewers find setup and upgrades heavy. | Not rated |
| E-commerce | 9/10Commerce Studio, part number detection, image data enrichment and product page Q&A agents are built for online retail and B2B commerce catalogs. | Not rated |
| Energy Companies | Not rated | 7/10Energy is a named industry vertical, and TotalEnergies is a cited customer. |
| Engineering Firms | Not rated | 8/10Engineering and design is a named use case, and Airbus reportedly has more than 700 engineers on the platform. |
| Government | Not rated | 7/10On-prem and air-gapped deployment plus document-level security suit public sector and defense buyers, and NASA is a cited customer. |
| Legal | Not rated | 6/10Legal work and compliance are listed use cases, though legal-specific tooling is less deep than at specialist vendors. |
| Manufacturing | Not rated | 8/10Has dedicated manufacturing and engineering solutions, connectors such as Teamcenter, and customers like Siemens, Airbus and Alstom. |
Which One Should You Choose?
Why choose Lucidworks
- Higher Analytics score (8/10 vs 6/10)
- Higher Customization score (9/10 vs 8/10)
Why choose Sinequa
- Higher Integration score (9/10 vs 7/10)
- Higher Support score (7/10 vs 6/10)
Pros & Cons
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.
Sinequa
Pros
- The connector library covers more than 200 enterprise systems, including SharePoint, SAP, ServiceNow, Salesforce, Confluence and the Teamcenter PLM system.
- Retrieval respects each source system's access rights at query time, so assistants and agents only surface content the user is cleared to see.
- Deployment options are unusually broad: on-premises, private or air-gapped cloud, native Azure, or managed SaaS.
- Assistants are LLM-agnostic, and the MCP server exposes Sinequa search to Claude, ChatGPT, Copilot and Gemini clients.
- Analysts recognize it: a Leader in the QKS SPARK Matrix for Enterprise AI Search (Q4 2025), and Gartner Peer Insights averages about 4.3 from roughly 60 reviews.
Cons
- There is no public pricing, and third-party sources report minimum terms of about three years with auto-renewal and a three-month cancellation notice.
- Reviewers describe implementation as a business change program, and deeper configuration often needs vendor assistance.
- Some Gartner reviewers report indexing delays that hurt retrieval of freshly updated content.
- Setting up and governing the generative AI features adds complexity, according to critical reviews.
- Product documentation sits behind a ChapsVision login, and the ongoing rebranding into Argonos can confuse buyers.
Not sold on either?
Frequently Asked Questions
Lucidworks and Sinequa both score 6.9/10 on our AI Software criteria. The largest gap is in Analytics: 8/10 for Lucidworks and 6/10 for Sinequa.
No, neither Lucidworks nor Sinequa lists a free plan.
