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Comparison · DevOps

QuestDB vs Rivet

A side-by-side editorial comparison of QuestDB and Rivet — release velocity, themes, recent moves, and the top alternatives to consider.

QuestDB vs Rivet: at a glance

FeatureQuestDBRivet
SectorDevOpsDevOps
Velocity score6.37.5
Sparks · 30d11
Top themestime-series, wire-protocol, apache-arrow, benchmarksagent-infrastructure, sandboxing, webassembly, runtime
Last editorial update1d ago17d ago
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What is QuestDB?

QuestDB 10.0 collapses ingest and egress into one binary protocol, then aims at agent-run notebooks.

QuestDB's feed mixes release notes, engineering deep dives and customer stories, and the through-line for the past month has been QWP — its own binary columnar wire protocol. It shipped in 10.0, was benchmarked against InfluxDB Line Protocol on ingestion and against ClickHouse and TimescaleDB on Arrow reads, and now has a standalone explainer covering bidirectional dataframe transfer and built-in failover. Between the protocol posts sit JIT compiler internals and production references from banks and exchanges.

Read the full QuestDB trajectory →

What is Rivet?

agentOS is becoming infrastructure other agent platforms build on, not a Rivet feature

Rivet has consolidated around agentOS, a virtual operating system that gives agents a terminal, filesystem and networking on WebAssembly and V8 isolates inside a backend you already run, instead of a container or VM per agent session. The surrounding pieces are now in place: a package registry, an install path measured in microseconds, durable timezone-aware cron for actors, and an execution API that runs JavaScript and Python directly rather than shelling out to bash. Underneath it, the team is building its own storage layer — a zero-disk SQLite engine that keeps writes local-fast while cold pages tier out to object storage.

Read the full Rivet trajectory →

QuestDB vs Rivet: editorial side-by-side

Q
QuestDB
DEVOPS
6.3

QuestDB 10.0 collapses ingest and egress into one binary protocol, then aims at agent-run notebooks.

◆ Current state

QuestDB's feed mixes release notes, engineering deep dives and customer stories, and the through-line for the past month has been QWP — its own binary columnar wire protocol. It shipped in 10.0, was benchmarked against InfluxDB Line Protocol on ingestion and against ClickHouse and TimescaleDB on Arrow reads, and now has a standalone explainer covering bidirectional dataframe transfer and built-in failover. Between the protocol posts sit JIT compiler internals and production references from banks and exchanges.

◆ Where it's heading

The protocol work is the thread that matters. QuestDB has been positioning against InfluxDB Line Protocol on ingestion throughput for a while, and 10.0 turned that from a benchmark argument into the default path both in and out of the database. The follow-up posts are consolidation rather than new capability: the same protocol re-explained for a different reader each time, which is what a project does when it needs an ecosystem to adopt a format. Live views and agent-driven notebooks remain the less-proven half of the release.

◆ Prediction

Expect client libraries and third-party connectors to be the next visible work, since a proprietary wire protocol is only worth its switching cost once the dataframe tools speak it. Whether live views leave beta is not something these entries settle.

R
Rivet
DEVOPS
7.5

agentOS is becoming infrastructure other agent platforms build on, not a Rivet feature

◆ Current state

Rivet has consolidated around agentOS, a virtual operating system that gives agents a terminal, filesystem and networking on WebAssembly and V8 isolates inside a backend you already run, instead of a container or VM per agent session. The surrounding pieces are now in place: a package registry, an install path measured in microseconds, durable timezone-aware cron for actors, and an execution API that runs JavaScript and Python directly rather than shelling out to bash. Underneath it, the team is building its own storage layer — a zero-disk SQLite engine that keeps writes local-fast while cold pages tier out to object storage.

◆ Where it's heading

The argument Rivet keeps making is an economic one: a sandbox holds a whole container open while the agent sits idle waiting on inference, which is the cost structure isolates already solved. That case is no longer only Rivet's to make — Vercel's Eve and Flue both shipped agentOS support within two days of each other, which moves agentOS from a product surface toward a layer other vendors depend on. The recent work has shifted accordingly, from proving the runtime to filling in what a runtime needs to be depended on: execution APIs, scheduling, and now durable storage.

◆ Prediction

With the execution API and storage engine landing back to back, the next gap in the stack is state and data access for agents built on agentOS — expect the SQLite tiering work to surface as a product surface actors can call, not just an engineering post. A third platform adoption announcement in the same changelog format is the other pattern the entries support.

Alternatives to QuestDB and Rivet

Other DevOps products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either QuestDB or Rivet.

See all QuestDB alternatives → · See all Rivet alternatives →

Recent activity from QuestDB and Rivet

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 2d agoQuestDBQWP: QuestDB's own binary wire protocol for ingestion and queries
  2. 12d agoQuestDBStreaming 500 million rows into Apache Arrow in 2.3 seconds
  3. 13d agoQuestDBQuestDB 10.0: QWP, one binary streaming protocol for writes and Arrow reads
  4. 14d agoQuestDBIntroducing QuestDB's new binary ingestion protocol: QWP
  5. 19d agoRivetHow We Built the First Zero-Disk, S3-Tiered Storage Engine for SQLite
  6. 22d agoRivetIntroducing agentOS Execution API for JavaScript and Python
  7. 23d agoRivetRun Your Harness Outside the Sandbox: Why and How
  8. 24d agoRivetSandboxes vs WebAssembly → Lambda vs Workers, Round Two
  9. 27d agoRivetFlue now supports agentOS
  10. 28d agoRivetVercel's Eve now supports agentOS
  11. 1mo agoQuestDBTransaction Cost Analysis with QuestDB and Polars: VWAP, Slippage and Markout
  12. 1mo agoQuestDBHDFC Bank uses QuestDB for mule account detection across all major 25+ banking channels

Frequently asked questions

What is the difference between QuestDB and Rivet?

They serve adjacent needs but don't currently overlap on shipped themes. Rivet is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is QuestDB better than Rivet?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Rivet is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.

What are the best alternatives to QuestDB?

Top QuestDB alternatives in DevOps are ranked by recent ship velocity. Browse the "QuestDB alternatives" section above for the current picks, or visit /alternatives/questdb for the full list with editorial commentary on each.

What are the best alternatives to Rivet?

Top Rivet alternatives in DevOps are ranked by recent ship velocity. Browse the "Rivet alternatives" section above for the current picks, or visit /alternatives/rivet for the full list with editorial commentary on each.