4Paradigm vs Elastic

4Paradigm — Application · Public · $2B mkt cap · 2 of 2 figures sourced  |  Elastic — Infrastructure · Public · $10.2B mkt cap · 4 of 4 figures sourced

Relationship

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

Aligned comparison

Field4ParadigmElastic
Market cap$2B$10.2B Elastic has 5.2× more
Employees—4,019
Founded20142012 2 yrs earlier
StatusPublicPublic match
CategoryApplicationInfrastructure
Stack layerApplication, Hardware, PlatformAgent platform, Application, Model API, Platform
HeadquartersBeijing, ChinaAmsterdam, Netherlands

Capability overlap

Shared · 3

Model inferenceKnowledge retrievalWorkflow automation

Not verified for Elastic · 4

Document extractionModel trainingServer systemsText generation

Recorded for 4Paradigm. Elastic’s product records say nothing either way — a missing record is not a missing capability.

Not verified for 4Paradigm · 6

Agent orchestrationData analysisEvaluation and observabilityModel hostingThreat detection and responseVector search

Recorded for Elastic. 4Paradigm’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

4Paradigm

Application

4Paradigm SageGPTApplication

Enterprise assistant that answers from company data and triggers actions in connected systems.

Platform

4Paradigm Sage AIOSPlatform

Operating layer that runs and manages an enterprise's AI applications across its own hardware.

4Paradigm Sage HyperCyclePlatform

An AutoML platform (ML/CV/OCR components) that lets non-experts build AI applications, used by major banks and insurers including ICBC and China UnionPay.

Elastic

Application

Elastic AI SOC EngineApplication

An AI security-operations layer that correlates alerts from a customer's existing security tools, prioritizes threats and guides response workflows without replacing their SIEM.

Elastic AIOpsApplication

GenAI- and ML-driven capability inside Elastic Observability that automatically detects, diagnoses and helps resolve operational issues, providing recommended actions for SREs.

Elastic LLM ObservabilityApplication

Monitoring capability inside Elastic Observability for generative-AI and agentic applications: performance, cost control, guardrail tracking and reliability for GenAI workloads.

Elastic SecurityApplication

Agentic security-operations platform unifying SIEM, XDR and native automation, with autonomous agents handling detection-to-response workflows and purpose-built AI skills for threat hunting, alert analysis and detection engineering; supports multiple LLMs including on-premises models.

Platform

Elastic AI AssistantPlatform

A conversational assistant embedded in Kibana that answers natural-language questions against a customer's own indexed data across Elastic's Observability, Security and Search solutions.

No counterpart

4Paradigm sells these in a stack layer with no product recorded for Elastic yet — nothing on the other side to compare them against.

Hardware

4Paradigm SageOneHardware

Integrated compute appliance sold for running 4Paradigm's software on premises.

Elastic sells these in a stack layer with no product recorded for 4Paradigm yet — nothing on the other side to compare them against.

Agent platform

Elastic Agent BuilderAgent platform

A builder for custom AI agents that answer questions and take actions over data indexed in Elasticsearch, using configurable tools, skills and prompts.

Elastic WorkflowsAgent platform

An automation engine that runs both scripted steps and AI agents which reason through investigations and execute response actions against data in Elasticsearch.

Model API

Elastic Inference ServiceModel API

Hosted inference endpoint that runs Elastic-managed LLMs, the ELSER sparse-embedding model and third-party embedding models for ingest, search and chat without provisioning ML nodes in a customer's own Elasticsearch deployment.