The QuestDB Playbook: Competing Against Legacy Players in the Database Market

Competing against established database players might seem like an impossible task. But in a recent episode of Category Visionaries, Nicolas Hourcard revealed QuestDB’s unconventional strategy for carving out their space in this crowded market.

Understanding the Competitive Landscape

QuestDB entered a market with clear battle lines. As Nicolas explains, “If you think of the competitive landscape, essentially on the one hand you have this legacy competitor who is very present in financial services but also close source, and they are KDB. And on the other hand, you have several open source time series databases with different value propositions.”

He breaks down the existing players: “InfluxDb as the first entrant, historically more focused on DevOps monitoring and then timescale DB, which is the type of postgres and positions itself as a super postgres with better analytical capabilities.”

Finding Their Unique Position

Rather than trying to compete across all fronts, QuestDB identified a specific gap: “What we’re here to do essentially is to bridge this gap between the two worlds, so bring a new level of performance that historically was not there in open source, we believe, and combine it with ease of use.”

This positioning came from a crucial realization. Early on, they were “comparing our feature set to those of our competitors, other databases that had been there for a while at all of those features, and it felt like, wow, we have maybe a 10th of those features and it’s going to be a very steep mountain to climb in order to catch them.”

The Strategic Pivot

This led to a fundamental insight that changed their strategy: “We cannot win by just catching up on features. Even if we match all those features and it takes us five years, we’re not going to win.” Instead, they chose to “become ten x better than the competition on a much narrower set of use cases where most of those features are not even needed.”

Building Technical Credibility

To establish credibility in their niche, QuestDB focuses on technical authenticity. “We try to do super authentic technical content that is going to resonate with a technical audience,” Nicolas shares. “We’re never going to make bold claims, say we’re the best without evidence and without a very technical explanation of how we got there.”

This approach extends to their product development. They spent two years focusing solely on technical excellence before monetization, ensuring their product was “sufficiently good before starting to think about enterprise features to be building on top.”

The Enterprise Strategy

Their focus on technical excellence has paid off in enterprise sales. They’re now selling to “pretty large companies, listed companies worth more than $50 billion market caps.” But even here, they maintain their technical-first approach, bringing engineers and their CTO to sales calls because “the questions are highly technical.”

The Future Vision

QuestDB’s near-term goal shows their continued focus on specific use cases: “To become the go to database for storing financial market data and IoT sensor data at a petabyte scale.” Long-term, they aim to “grow our market opportunity massively” by expanding into new areas like “arrays, vector embeddings” while maintaining their performance advantages.

Their story offers valuable lessons for founders competing against established players:

1. Don’t try to match feature parity
2. Find a specific niche where you can excel
3. Focus on becoming dramatically better in that niche
4. Build credibility through technical excellence
5. Let your technical superiority drive sales

For technical founders entering crowded markets, QuestDB’s journey demonstrates that success doesn’t require matching every competitor’s feature set. Instead, it comes from identifying specific use cases where you can deliver exceptional value and focusing relentlessly on excellence in those areas.