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MDB
MongoDB, Inc. · Technology
$332.75
-0.58% this month
VERSUS
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COMPARE
BASE
Couchbase, Inc. · Technology
N/A
N/A this month
Scoreboard verdict
Across AI score, momentum, valuation, upside, operating margin
MDB
0
BASE
0
Comparison scoreboard
MIXED SETUPAI Score
MDB 57.2
BASE N/A
1Y Return
MDB +62.99%
BASE N/A
Fwd P/E
MDB 45.34
BASE N/A
Target Up.
MDB +18.61%
BASE N/A
Op. Margin
MDB N/A
BASE N/A
Metrics last refreshed: 6/20/2026
Quick take
MDB vs BASE Stock Comparison: AI Score, Valuation, Performance and Upside
MongoDB and Couchbase are both NoSQL database companies, but at dramatically different scales. MongoDB is the world's most popular NoSQL database with 46,000+ customers and Atlas cloud database growing 30%+. Couchbase is a much smaller NoSQL company with a specific edge/mobile and low-latency use case focus. MongoDB's developer ecosystem dominance and Atlas managed cloud service create compounding advantages that Couchbase cannot easily challenge at its smaller scale.
MDB vs BASE is the world's most popular NoSQL database with Atlas cloud managed service growing rapidly and developer ecosystem dominance (MongoDB) versus the smaller NoSQL alternative with low-latency and mobile/edge database capabilities in specific enterprise verticals (Couchbase) — NoSQL market leader vs niche database alternative.
Live analysis · updated 6/20/2026
MDB and BASE are closely matched — they split the tracked metrics evenly.
Normalized 1Y performance
MDB
BASE
Not enough data to chart yet.
Recent returns
MDB
BASE
Analyst price targets & sentiment
MDB · 36 analysts
STRONG BUYHOLDSTRONG SELL
Buy (1.6/5.0)
Price target range
analyst low$272.64
analyst high$545.00
analyst mean$394.68
current price$332.75
+18.6% upside to analyst mean
BASE
Price target data unavailable
N/A
Who should consider this stock?
MDB may suit investors who:
- →prefer the leading NoSQL database platform with developer ecosystem dominance and Atlas cloud managed service growing as the primary revenue driver
- →value MongoDB's vector search AI application infrastructure positioning as developers build AI applications requiring embedding storage and similarity search
- →want database infrastructure compounding from the default developer NoSQL choice across startups, enterprises, and cloud-native applications
- →are comfortable with hyperscaler database competition, premium valuation requiring sustained 25%+ Atlas growth, and PostgreSQL JSON capability improving as an alternative
BASE may suit investors who:
- →prefer smaller-cap database speculation with Couchbase's mobile/edge offline-first database capability as a differentiated niche from MongoDB's cloud-centric approach
- →value Couchbase's low-latency key-value + document combined architecture serving retail, gaming, and financial services high-performance requirements
- →want speculative database exposure at smaller scale with potential acquisition premium from larger database or cloud companies seeking Couchbase's mobile/edge technology
- →are comfortable with MongoDB's significant competitive advantage, Couchbase's slower growth rate, and path to profitability uncertainty in competitive database market
Performance & AI score
| Metric | MDB | BASE |
|---|---|---|
| AI score | 57.2 | N/A |
| AI rank | #218 | N/A |
| Latest close | $332.75 | N/A |
| 1M return | -0.58% | N/A |
| 6M return | -19.30% | N/A |
| 1Y return | +62.99% | N/A |
$10,000 invested — hypothetical growth (dividends reinvested)
How much would $10,000 be worth today if invested at the start of each period, with all dividends reinvested?
| Period | MDB | BASE |
|---|---|---|
| 1Y ago | $16.3K (+63.0%) started 2025-06-18 | N/A |
| 5Y ago | $8.66K (-13.4%) started 2021-06-18 | N/A |
| 10Y ago | $103.76K (+937.6%) started 2017-10-19 | N/A |
Hypothetical — past performance does not guarantee future results.
Valuation & upside potential
| Metric | MDB | BASE |
|---|---|---|
| Market cap | $26.76B | N/A |
| Trailing P/E | N/A | N/A |
| Forward P/E | 45.34 | N/A |
| Price/Sales | 10.28 | 6.47 |
| EV/Revenue | 9.87 | N/A |
| Analyst target | $394.68 | N/A |
| Target upside | +18.61% | N/A |
Growth, profitability & risk
| Metric | MDB | BASE |
|---|---|---|
| Revenue growth | 25.20% | N/A |
| Earnings growth | N/A | N/A |
| EPS growth | N/A | N/A |
| FCF margin | +19.89% | N/A |
| Operating margin | N/A | N/A |
| Profit margin | -1.12% | N/A |
| ROIC proxy | -0.97% | N/A |
| Return on equity | -0.97% | N/A |
| Dividend yield | 0.00% | N/A |
| Beta | 1.55 | 0.97 |
| Debt/equity | 2.00 | N/A |
| Current ratio | 4.95 | N/A |
| Quick ratio | 4.55 | N/A |
Drawdown & downside risk
Lower drawdown and smaller single-period drops generally indicate a smoother ride, though they do not guarantee lower future risk.
1Y risk snapshot
MDB max drawdown48.72%
BASE max drawdownN/A
MDB max wkly drop21.59%
BASE max wkly dropN/A
5Y risk snapshot
MDB max drawdown76.52%
BASE max drawdownN/A
MDB max wkly drop33.71%
BASE max wkly dropN/A
10Y risk snapshot
MDB max drawdown76.52%
BASE max drawdownN/A
MDB max wkly drop33.71%
BASE max wkly dropN/A
Performance metrics by period
| Period | Metric | MDB | BASE |
|---|---|---|---|
| 1Y | Growth | +62.99% | N/A |
| CAGR | +63.05% | N/A | |
| Sharpe ratio | 0.96 | N/A | |
| Max drawdown | 48.72% | N/A | |
| Max daily drop | 22.24% | N/A | |
| Max wkly drop | 21.59% | N/A | |
| 5Y | Growth | -13.35% | N/A |
| CAGR | -2.83% | N/A | |
| Sharpe ratio | 0.24 | N/A | |
| Max drawdown | 76.52% | N/A | |
| Max daily drop | 26.94% | N/A | |
| Max wkly drop | 33.71% | N/A | |
| 10Y | Growth | +937.57% | N/A |
| CAGR | +31.01% | N/A | |
| Sharpe ratio | 0.67 | N/A | |
| Max drawdown | 76.52% | N/A | |
| Max daily drop | 26.94% | N/A | |
| Max wkly drop | 33.71% | N/A |
Business comparison
| Category | MDB | BASE |
|---|---|---|
| Company | MongoDB, Inc. | Couchbase, Inc. |
| Sector | Technology | Technology |
| Industry | N/A | N/A |
| Core business | MongoDB is the world's most popular NoSQL (document-oriented) database, serving 46,000+ customers through self-hosted Community Edition and MongoDB Atlas (fully managed cloud database service). MongoDB's document model stores data as JSON-like documents rather than rigid SQL tables — making it flexible and fast for modern application development. Atlas, MongoDB's managed cloud database, is the fastest-growing part of the business — developers pay for Atlas compute and storage without managing database infrastructure. MongoDB Queryable Encryption and AI vector search are newer product expansions. | Couchbase is a NoSQL database platform combining document and key-value storage, designed for high-performance mobile and edge applications where MongoDB's document model is used in internet-scale applications. Couchbase serves enterprises in retail (e-commerce product catalogs), financial services, and gaming with low-latency data requirements. Couchbase Mobile extends database capabilities to mobile and edge devices (offline-first applications). Couchbase is substantially smaller than MongoDB in customers, revenue, and brand recognition. |
| Investor focus | Investors track Atlas revenue as a percentage of total (the cloud growth metric), customer growth in the $100K+ ARR tier, and net expansion revenue rate indicating whether customers increase MongoDB spend. | Investors track ARR growth, customer retention, enterprise customer count, and whether Couchbase can grow revenue fast enough in competitive market to reach profitability. |
MDB strengths
- →World's most popular NoSQL database by developer mindshare — MongoDB is the default document database that modern application developers learn and deploy
- →Atlas managed cloud database removes infrastructure burden from developers — usage-based revenue scales with customer application growth, creating land-and-expand model
- →Vector search capability positions MongoDB for AI application development — AI applications need to store and query embeddings, and MongoDB's vector search makes it a natural AI application database
BASE strengths
- →Low-latency key-value + document combined architecture serves use cases requiring both fast lookups and rich document queries — a differentiated technical approach from MongoDB's document-only model
- →Couchbase Mobile (edge/offline database) enables offline-capable mobile application development — a niche unavailable from cloud-centric MongoDB Atlas
- →Enterprise focus in specific verticals (retail, gaming, financial services) creates deep domain expertise in those industries' data requirements
Risks to watch — MDB
- →Cloud database competition is intense — AWS DocumentDB (MongoDB-compatible), Google Firestore, and Azure Cosmos DB all compete with MongoDB Atlas on hyperscaler platforms
- →MongoDB's valuation requires sustained high revenue growth — any deceleration from 25%+ Atlas growth creates significant downside risk at premium multiples
- →SQL databases with JSON support (PostgreSQL JSONB, MySQL JSON) are increasingly capable — reducing the differentiation vs traditional databases
Risks to watch — BASE
- →MongoDB's developer ecosystem dominance makes it the default NoSQL choice — Couchbase must compete for developers who already default to MongoDB or PostgreSQL
- →Revenue scale is significantly smaller than MongoDB — limited investment capacity for sales, marketing, and R&D vs MongoDB's larger addressable market
- →Couchbase has been unprofitable and growing slowly relative to MongoDB — the competitive market makes sustained growth challenging against a much larger competitor
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