Crunchy Bridge alternative · pgvector-first · EU by default · Flat pricing

The Crunchy Bridge alternative
built for AI teams.

Crunchy Bridge and Rivestack are both flat-priced dedicated Postgres — the difference is focus. Rivestack ships with pgvector pre-installed and HNSW-tuned for production, EU-first data residency in Germany, and a product built for RAG and AI teams rather than general Postgres ops. First month free on Solo. Migration help is free.

< 4ms
p50 vector search latency on local NVMe
$15/mo
flat price, first month free on Solo
EU
Hosted in Germany · GDPR-ready by default
pgvector
HNSW-tuned out of the box, not an afterthought

Why AI teams choose Rivestack over Crunchy Bridge

Both are solid flat-priced dedicated Postgres. The gap is product focus.

pgvector tuned, not just installed

Crunchy Bridge ships pgvector as an available extension — you enable it and tune it yourself. Rivestack ships with pgvector pre-installed and HNSW indexes tuned for production: ~1,000 QPS at recall@10 0.93 on 250k × 1536-dimension vectors on a $35 node, on local NVMe. For AI teams who want managed vector search in Postgres without the ops overhead, that difference shows up in day one latency, not after a week of tuning.

Managed pgvector →

EU by default, not by configuration

Rivestack runs in Falkenstein, Germany. EU data and backups never leave the EU, we are an EU company, and Data Processing Agreements are available on request. For EU AI startups building GDPR-compliant products on Postgres, compliance is a given — not a region dropdown to get right at project creation.

Managed PostgreSQL overview →

Built for AI teams, first month free

Crunchy Bridge is excellent for DBA teams and enterprise Postgres — one of the most credible flat-price managed Postgres options in the market. Rivestack is narrower: dedicated pgvector hosting for small and mid AI teams who want managed RAG-ready Postgres without running infrastructure. Solo is $15/month flat, first month free. If you are evaluating Crunchy for an AI workload specifically, the product focus is the real difference.

PostgreSQL for AI →

Rivestack vs Crunchy Bridge

Two flat-priced dedicated Postgres hosts — same model, different focus.

RivestackCrunchy Bridge
Product focuspgvector + RAG for AI teamsGeneral-purpose managed Postgres
Compute modelDedicated VM per databaseDedicated VM per database
Entry price$0 shared / $15 dedicated (1st month free)~$10/mo smallest dedicated instance
Pricing modelFlat per node, no surprisesFlat per instance (genuinely comparable)
pgvectorPre-installed + HNSW-tunedAvailable extension, tuning on you
Embedding workflowManaged auto-embed support for RAGNot included
Data residencyEU by default (Germany)Multiple regions, US-based company
DBA tooling & maturityLightweight — pgvector focusDeep DBA tooling, more established
Scale ceiling (vectors)~1M × 1536d hot on Scale nodeStandard Postgres limits
Best fitSmall/mid AI teams on dedicated pgvectorEnterprise/DBA-heavy Postgres workloads

Crunchy Bridge is a well-regarded managed Postgres with strong DBA tooling and a lower entry price — it is not a bad choice. If your team is DBA-heavy or you need general-purpose enterprise Postgres, consider it seriously. Rivestack is the focused choice for AI and RAG teams who want pgvector ready to go in a GDPR-ready EU environment, without having to tune it.

Migrating from Crunchy Bridge

Standard Postgres on both ends — usually a few hours, and we help, free.

01

Send us your workload

Row counts, vector dimensions, and your current Crunchy Bridge plan. We reply within ~48 hours with a plan recommendation, expected QPS and latency, and a side-by-side cost comparison. Both platforms are flat-priced dedicated Postgres, so the comparison is usually straightforward. If Rivestack is not a better fit for your workload, we say so in the same reply.

02

Migrate with standard Postgres tools

Crunchy Bridge is standard Postgres, so pg_dump / pg_restore moves smaller databases in minutes. For always-on production we set up logical replication and cut over with under a minute of write downtime — your read traffic stays online throughout. Your pgvector indexes, schema, and queries move over unchanged.

03

Point your connection string at us

Standard PostgreSQL over SSL on port 5432. Your driver, ORM, pgvector queries, and application code work unchanged. You get pre-tuned HNSW and EU data residency from the first query.

Want the full white-glove version? See the Switch offer — we plan and run the migration with you, or email rescue@rivestack.io with your workload for a free review.

Flat pricing, first month free

One price per node. No egress fees, no per-query meters, no surprises.

Free
$0/month

Shared PostgreSQL with pgvector for development and testing.

  • Shared CPU · 2 GB storage
  • pgvector enabled
  • 5 connections
  • SSL encrypted
Solo
$15/month

Your own dedicated VM for small production apps. First month free. Never deleted.

  • 2 vCPU · 4 GB RAM
  • 55 GB NVMe storage
  • Daily backups + 7d PITR
  • Up to 100 connections
  • First month free
Starter
$35/node/month

Production dedicated PostgreSQL with HA-ready architecture.

  • 2 vCPU · 4 GB RAM per node
  • 55 GB NVMe storage
  • HA ready (add nodes)
  • Daily backups + 14d PITR
  • Monitoring dashboard
Growth
$59/node/month

More compute and storage for larger workloads.

  • 4 vCPU · 8 GB RAM per node
  • 135 GB NVMe storage
  • Automatic failover (2+ nodes)
  • Priority support
Scale
$99/node/month

High-performance dedicated PostgreSQL for demanding workloads.

  • 8 vCPU · 16 GB RAM per node
  • 295 GB NVMe storage
  • Custom PostgreSQL config
  • Priority support

Crunchy Bridge alternative FAQ

What AI teams ask when evaluating flat-price dedicated Postgres options.

Crunchy Bridge is a well-built managed Postgres and a genuine flat-priced competitor — one of the few honest alternatives in the market. The reasons teams look at Rivestack instead are usually focused: they want pgvector ready to go without manual tuning, they need EU data residency for GDPR compliance without thinking about it, or they are a small AI team who wants a product built for RAG workloads rather than a general Postgres platform. If any of those apply, Rivestack is worth comparing.

Crunchy is actually cheaper at the very entry tier — their smallest instance runs around $10/mo versus $15/mo for Rivestack Solo. Both are flat pricing with no usage metering, so neither has a billing surprise problem. The practical difference is that Rivestack Solo includes the first month free, and the pricing climb from entry to production is similar on both. For most AI teams the $5/mo entry gap is less significant than product focus and data residency.

Three things: pgvector ships pre-installed and HNSW-tuned — we measure ~1,000 QPS at recall@10 0.93 on 250k × 1536-dimension vectors on a $35 node, on local NVMe, without any tuning work on your end. EU-first data residency by default: all data and backups stay in Falkenstein, Germany unless you choose otherwise. And a managed embedding workflow for RAG teams who want auto-embed support in Postgres without building the pipeline themselves.

If you are running serious DBA workloads, need a more established platform, or Postgres is your core infrastructure rather than a vector store, Crunchy Bridge earns its reputation — they have strong Postgres pedigree and tooling. Similarly, if you need a very low-entry price and pgvector is not your primary concern, their ~$10/mo entry is cheaper. Rivestack is focused on small and mid AI teams specifically; if you are an enterprise DBA team, Crunchy is probably the better fit.

Both platforms are standard Postgres, so this is one of the simpler infrastructure migrations you can do. pg_dump / pg_restore handles most databases in minutes; for larger always-on systems we use logical replication and a sub-minute cutover. Your pgvector schema, indexes, and queries move unchanged. Migration help is free — email rescue@rivestack.io or see the Switch offer page and we will plan it with you.

Yes, and without any setup work. pgvector is pre-installed and tuned: HNSW indexes are built with production settings and we measure sub-4ms p50 latency at ~1,000 QPS recall@10 0.93 on 250k × 1536-dimension vectors. The Scale node (16 GB RAM) serves 1M × 1536d hot. Your existing pgvector schema, indexes, and queries move over unchanged from any standard Postgres host.

Your data is encrypted in transit and at rest, backed up daily to separate S3-compatible storage within the EU with point-in-time recovery, and HA clusters run Patroni-managed automatic failover. We are an EU company, so GDPR obligations are built-in rather than a compliance add-on. DPAs are available on request. And because it is vanilla PostgreSQL, you can pg_dump your entire database and leave at any moment — no lock-in.

Yes. The free tier gives you a Postgres database with pgvector in about a minute, no credit card. Load a sample of your vectors, run your real queries, and measure latency before you commit. Solo is the first month free if you want to run a production workload in parallel and compare directly.

Rivestack

Stop overpaying for
pgvector you don't control.

Start on the free tier — pgvector ready in 60 seconds. Or send us your current setup and we'll tell you in 48 hours whether Rivestack is cheaper, faster, and less painful than what you have today.

No credit card required.