Back to comparisonsMongoDB is ahead on AIS because the latest snapshot exposes more countable AI surface area (21 extracted items vs 4 for NET).
Latest QuarterQ4 FY2026
AIS43.45
Momentum+259.1%
MovementRising
AI Mentions7
Signal Surface21
AI Products5
Partnerships4
MongoDB reported strong Q4 FY2026 results: total revenue $695.1M (up 27% YoY), non-GAAP gross margin 75%, non-GAAP operating income $158.8M, GAAP net income $15.5M, and free cash flow $176.7M. The company launched and integrated multiple AI-specific offerings under the Voyage AI by MongoDB brand (including Voyage 4 embedding models), added Automated Embedding for Community Vector Search, embedding and reranking model APIs for Atlas, and introduced an AI-powered data operations assistant for MongoDB Compass and Atlas Data Explorer. MongoDB expanded its MongoDB for Startups program (members > $200B aggregate valuation) and highlighted deep integrations with AWS AI services (Amazon Bedrock, SageMaker, Amazon Q). Management frames AI and developer-facing embedding/vector search, reranking, and retrieval capabilities as strategic drivers of Atlas adoption and future revenue, and issued Q1 FY2027 revenue guidance of $659M–$664M and FY2027 revenue guidance of $2.86B–$2.90B with non-GAAP EPS guidance of $1.15–$1.19 (Q1) and $5.75–$5.93 (FY). Tone is bullish with high innovation signals and moderate risk language around AI reputation and macro factors.
Latest QuarterQ4 FY2025
AIS4.14
MomentumN/A
MovementNo movement
AI Mentions3
Signal Surface4
AI Products0
Partnerships0
Cloudflare positions itself as the infrastructure platform for an "Agentic Internet," highlighting agents as a new class of web users that drive serverless workloads to Cloudflare Workers and increased demand for the company's performance, security, and networking services. Management ties a record large ACV deal (averaging $42.5M/year) and nearly 50% new ACV growth to this AI/agent-driven demand. No branded Cloudflare AI products were announced, but the company emphasizes agent-focused use cases and edge/serverless execution. Financially, Q4 2025 revenue was $614.5M (up 33.6% YoY), non-GAAP income from operations was $89.6M, non-GAAP net income was $106.8M, and Q4 free cash flow was $99.4M. Cloudflare guided Q1 2026 revenue to $620.0–$621.0M and full-year 2026 revenue to $2,785.0–$2,795.0M, with non-GAAP EPS guidance of $0.23 for Q1 and $1.11–$1.12 for FY2026.
Quarterly TAIS Comparison
Shared Signal Surface
No overlapping extracted items yet.
MDB AI Products
- Voyage AI by MongoDB
- Voyage 4
- Automated Embedding for MongoDB Community Vector Search
- Atlas model APIs
- AI-powered data operations assistant
NET AI Products
MDB AI Initiatives
- MongoDB for Startups expansion
- Voyage AI integration
NET AI Initiatives
MDB AI Capabilities
- vector search
- reranking
- AI-powered retrieval
- data operations assistance
NET AI Capabilities
- agentic workflows
- edge code execution
MDB Developer Tools
- Atlas model APIs
- Automated Embedding for MongoDB Community Vector Search
- MongoDB Compass
- Atlas Data Explorer
NET Developer Tools
MDB Customer Proof
- MongoDB for Startups members > $200 billion aggregate valuation
- Atlas customers 63,900+ (includes Voyage customers)
- AWS Global Technology Partner of the Year recognition
NET Customer Proof
- largest annual contract value deal averaging $42.5 million per year
- total new ACV grew nearly 50% year-over-year