Data Platforms & Observability
Data Platforms & Observability groups companies that collect, store, process, and monitor signals from applications, infrastructure, and business workflows. Capital flows to this theme as cloud adoption, distributed architectures, rising telemetry volumes, and stronger regulatory and security requirements increase demand for centralized data handling and real-time visibility.
9 of 14 stocks are in a Stage 2 uptrend.
Stocks in this theme
| Ticker | Price | 1M | 3M | 1Y | Stage | Trend | vs 52w high |
|---|---|---|---|---|---|---|---|
| ESTCElastic N.V. | $91.7 | -6.0% | +56.9% | +5.4% | Stage 2 (extended) | 6/7 | -8.22% |
| PLTRPalantir Technologies Inc. | $187.05 | +0.4% | +48.8% | +4.6% | Stage 3 | 6/7 | -9.72% |
| NTNXNutanix, Inc. | $70.41 | +2.7% | +37.5% | -8.7% | Stage 2 (extended) | 7/7 | -8.46% |
| SNOWSnowflake Inc. | $339.56 | +2.5% | +30.0% | +50.8% | Stage 2 (extended) | 7/7 | -4.74% |
| DTDynatrace, Inc. | $57.74 | +5.8% | +27.2% | +17.1% | Stage 2 (continuation) | 7/7 | -1.6% |
| AVPTAvePoint, Inc. | $14.08 | +1.1% | +23.1% | -7.7% | Stage 2 (continuation) | 6/7 | -7.67% |
| FDSFactset Research Systems Inc | $269.95 | -13.9% | +9.9% | -7.1% | Stage 2 (continuation) | 6/7 | -13.91% |
| FROGJFrog Ltd | $97.04 | -3.0% | +7.4% | +96.1% | Stage 2 (continuation) | 7/7 | -6.72% |
| DDOGDatadog, Inc. | $273.85 | +15.5% | +3.5% | +88.5% | Stage 2 (extended) | 7/7 | -4.96% |
| OTEXOpen Text Corp | $22.42 | -10.1% | -1.9% | -40.1% | Stage 4 | 0/7 | -43.51% |
| MDBMongoDB, Inc. | $348.61 | -23.1% | -3.0% | +10.0% | Stage 3 | 5/7 | -26.19% |
| NTCTNetscout Systems Inc | $40.18 | +3.5% | -6.5% | +56.0% | Stage 2 (continuation) | 7/7 | -10.39% |
| EFXEquifax Inc | $137.24 | -27.4% | -15.4% | -46.3% | Stage 4 | 0/7 | -46.5% |
| TDCTeradata Corp /De/ | $28.84 | -0.6% | -16.3% | +30.0% | Stage 3 | 2/7 | -23.86% |
Deep dive
This theme covers software and services that handle operational and analytic data across modern IT environments. Included companies range from cloud-native data platforms and developer tooling to application performance monitors, search and logging engines, data providers, and enterprise content managers. Together these products aim to turn raw logs, metrics, events, and business records into searchable, queryable, and actionable assets.
Demand comes from several concrete changes in how software is built and used. Workloads move to public and hybrid clouds and use microservices, containers, and serverless functions that create much more telemetry than monolithic systems. Business teams and data scientists push for centralized analytics and AI-ready datasets. Regulators and security teams raise requirements for data lineage, breach detection, and retention, so organizations increase spending on monitoring, compliance, and identity verification.
The value chain splits into distinct roles. Infrastructure and platform providers supply storage and managed query engines; examples include cloud data warehouse and NoSQL database vendors. Observability and monitoring providers capture and analyze logs, traces, and metrics from applications and networks. Developer tool vendors manage build artifacts and software delivery. Data and content firms supply curated business and identity information and handle archiving and governance for records. Some companies compete across more than one role by combining storage, indexing, analytics, or management features.
Whether the theme keeps working depends on technical and commercial factors. Continued migration to cloud and distributed architectures and sustained growth in telemetry volumes support demand. Competition from open-source projects, pricing pressure on cloud services, and integration challenges across multi-cloud environments can slow adoption. Regulatory shifts on privacy and data residency both create opportunities for compliance offerings and raise operational costs. Product differentiation, ease of deployment, the ability to interoperate with other vendors, and recurring revenue models influence which firms capture long-term spend.