{
    "products": [
        {
            "slug": "litmus",
            "name": "Litmus",
            "kind": "web",
            "website": "https://litmus.io/",
            "page": "https://listme.name/software/litmus",
            "tagline": "Industrial data platform that connects machines and feeds AI and analytics",
            "summary": "Litmus is an industrial data platform that connects PLCs, DCS and historians, normalizes their data and runs it through edge and cloud services. Its Litmus Edge software runs on site, with a Unified Namespace add-on. Published plans start at $1,500 per month for a site, and higher tiers are quoted.",
            "platforms": [
                "web",
                "self-hosted"
            ],
            "pricing": "subscription",
            "price_note": "Foundation from $1,500 a month per site; higher tiers by quote",
            "free_to_use": false,
            "open_source": false,
            "strengths": [
                "Native drivers for 250+ OT system types",
                "Edge storage, MQTT broker and workflows",
                "Published starting price per site",
                "Edge AI/ML model serving on higher tiers"
            ],
            "limits": [
                "Higher tiers are quoted, not published",
                "Per-site pricing adds cost across many plants"
            ],
            "checked": "2026-10-10",
            "connected_to_publisher": false,
            "overview": "Litmus covers data collection from PLCs, DCS, historians, OPC DA and OPC UA, along with data normalization to JSON, data quality checks and a contextualization engine. Litmus Edge provides edge storage, a message broker, workflows and alerts. The company offers a Litmus UNS add-on for ISA-95 hierarchies and an MQTT broker.\n\nThe Growth plan adds edge analytics, edge AI/ML model serving, statistical functions and a private application marketplace. The Foundation plan starts at $1,500 per month for each site, and the Growth and Scale tiers are quoted separately. The homepage lists OEE intelligence, energy optimization, predictive maintenance and quality inspection use cases."
        },
        {
            "slug": "seeq",
            "name": "Seeq",
            "kind": "web",
            "website": "https://www.seeq.com/",
            "page": "https://listme.name/software/seeq",
            "tagline": "Industrial analytics and AI that scales process expertise across plants",
            "summary": "Seeq is an industrial analytics platform that combines operational data with AI and expert knowledge to investigate process performance. It sells Seeq AI and a pharma version for GMP-ready decisions, and it lists partnerships with AWS, Microsoft, AVEVA and Databricks. Pricing runs through demos and sales.",
            "platforms": [
                "web"
            ],
            "pricing": "contact",
            "price_note": "No list prices; demos and expert contact on the site",
            "free_to_use": false,
            "open_source": false,
            "strengths": [
                "Combines AI with process expertise and context",
                "GMP-focused version for pharma decisions",
                "Partnerships with AWS, Microsoft, AVEVA and Databricks",
                "Customer success plans and professional services"
            ],
            "limits": [
                "No prices and no deployment model on the home page",
                "Value depends on trained engineers building analyses"
            ],
            "checked": "2026-10-10",
            "connected_to_publisher": false,
            "overview": "Seeq's pages describe industrial analytics software that brings operational data, expert knowledge and AI into one set of decisions. Seeq AI is the main product line, and Seeq for Pharma targets GMP-regulated decisions across the drug lifecycle. Industries listed include oil and gas, chemicals, pharma, mining, power and utilities, food and beverage and semiconductors.\n\nSeeq lists connectivity partnerships with AWS, Microsoft, AVEVA and Databricks, and it offers professional services and customer success plans. The site has no list prices, and buyers book a demo or talk to an expert. Its deployment model is not stated on the home page, so ask about hosting before comparing it with platforms that state their options."
        }
    ],
    "differences": [
        "Litmus: subscription. Seeq: contact for pricing."
    ],
    "shared_rankings": [
        {
            "list": "industrial-analytics-and-ai-tools",
            "name": "Industrial analytics and AI tools",
            "page": "https://listme.name/best/industrial-analytics-and-ai-tools",
            "of": 10,
            "results": [
                {
                    "product": "litmus",
                    "rank": 5,
                    "score": 86,
                    "verdict": "Edge-to-cloud data platform with protocol drivers for 250+ OT system types, edge storage and AI inference. A site-based Foundation plan starts at $1,500 per month, but higher tiers require a quote.",
                    "best_for": "Multi-site plants building an edge data foundation",
                    "spec": {
                        "data_sources": "PLC, DCS, historians, OPC DA and OPC UA",
                        "ai": "Edge AI/ML model serving",
                        "deployment": "Edge software plus cloud"
                    }
                },
                {
                    "product": "seeq",
                    "rank": 1,
                    "score": 92,
                    "verdict": "Expert-led analytics with Seeq AI, a GMP-focused pharma version and partnerships with AWS, Microsoft, AVEVA and Databricks. It needs trained process engineers to get value, and its home page shows no prices or deployment model.",
                    "best_for": "Process teams running expert-led investigations",
                    "spec": {
                        "data_sources": "Connects to AWS, Microsoft, AVEVA and Databricks",
                        "ai": "Seeq AI with expert-led workflows",
                        "deployment": "Not stated on home page"
                    }
                }
            ]
        }
    ],
    "ranks_higher_in_closest_shared_list": "seeq",
    "page": "https://listme.name/compare/litmus-vs-seeq",
    "json": "https://listme.name/api/v1/compare/litmus-vs-seeq.json",
    "notes": [
        "Scores are editorial and only comparable inside one list. Products with connected_to_publisher true receive a disclosed ranking lift: https://listme.name/methodology"
    ],
    "source": "https://listme.name",
    "license": "Free to read and cite with attribution to listme.name.",
    "docs": "https://listme.name/developers"
}