Side-by-side comparison of AI visibility scores, market position, and capabilities
Europe's leading tours and experiences OTA; profitable in 2025 with $1.2B+ revenue; record 10M experiences booked in Q3 2025; SoftBank-backed; 150,000+ curated experiences in 200+ countries with Originals exclusive content and supplier-direct technology investment.
GetYourGuide is a Berlin-based online marketplace for travel experiences—tours, activities, skip-the-line tickets, and day trips—founded in 2009 by Johannes Reck and Tao Tschudi. The platform connects travelers with over 150,000 curated experiences in 200+ countries, emphasizing quality curation, instant booking confirmation, and free cancellation. GetYourGuide differentiates from competitors by working directly with operators on exclusive content and investing in supplier technology to improve availability management.\n\nGetYourGuide has built a strong brand in European markets and expanded aggressively into North America and Asia-Pacific. Its Originals by GetYourGuide program features exclusive experiences available nowhere else, including exclusive access to the Vatican at sunrise and behind-the-scenes tours at iconic landmarks. The platform's AI-powered discovery engine personalizes experience recommendations based on travel dates, interests, and past bookings.\n\nGetYourGuide became profitable for the first time in 2025, reporting over $1.2B in revenue and a record 10 million experiences booked in Q3 2025 alone. Total funding exceeds $1.1B from investors including SoftBank, Temasek, and KKR. The company is widely anticipated to pursue an IPO, with a reported valuation in excess of $2B based on recent secondary transactions.
Serverless GPU cloud platform for AI/ML with Python-native deployment and per-second billing; developer-favorite scaling from zero competing with Replicate and Beam for AI compute.
Modal is a serverless cloud computing platform purpose-built for AI and machine learning workloads — providing on-demand GPU compute that scales instantly from zero with per-second billing, container management, distributed training support, and a Python-native developer experience that makes running ML workloads in the cloud feel as simple as running code locally. Founded in 2021 in New York City and backed by Redpoint Ventures and other investors, Modal has grown rapidly as AI development has accelerated demand for flexible, developer-friendly GPU infrastructure.\n\nModal's developer experience is its primary differentiator — engineers write Python functions decorated with @modal.function() and deploy them to the cloud with a single command, with Modal handling container building, GPU provisioning, auto-scaling, and execution. The platform supports training jobs that need distributed compute across multiple GPUs, model serving endpoints that scale to zero when unused (eliminating idle GPU costs), and batch inference jobs that process large datasets. The per-second billing model means developers pay only for actual compute time, not provisioned instances.\n\nIn 2025, Modal competes in the AI infrastructure market with Replicate, Beam, Banana, and major cloud providers' managed ML services (AWS SageMaker, Google Vertex AI, Azure ML) for serverless GPU compute. The market for AI-specific cloud infrastructure has grown dramatically as the number of ML engineers deploying models to production has expanded — traditional cloud providers require significant DevOps expertise to use GPU instances effectively, while Modal's Python-native approach reduces the barrier to entry. Modal has attracted a strong developer following among AI researchers and ML engineers building production AI applications. The 2025 strategy focuses on growing the developer community, adding enterprise features (dedicated GPU capacity, private networking, compliance), and expanding the hardware options available (H100 GPUs, custom accelerators).
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