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Databases · head to head

Grist vs turbopuffer

Grist logo

Grist

Databases

The evolution of spreadsheets

From
Free
Rated
-
Full reviewWebsite
turbopuffer logo

turbopuffer

Databases

Closed-source vector and full-text search service built directly on object storage, with cold queries measured in seconds rather than milliseconds.

From
$16/month
Rated
-
Full reviewWebsite

The short version

  • Only Grist has a free tier, so it costs nothing to try first.
  • Each has a real cost: Grist business plan has minimum 5-user requirement; turbopuffer a cold namespace pays object storage latency on the first query, with a documented p90 around 1,214 ms on a million documents, so any interactive search box needs the data kept warm or the user waits about a second.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Grist and turbopuffer actually diverge.

Attributes where Grist and turbopuffer differ
AttributeGristturbopuffer
Starting priceFree$16/month
Pricing modelfreemiumsubscription
Free tierYesNo

Identical on both: platforms (Web), user rating (Not yet rated), category (Databases).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Grist

Nothing recorded that turbopuffer does not also cover.

Only in turbopuffer

  • Object storage architecture
  • Namespaces
  • Vector search
  • Full-text search
  • Attribute filtering
  • Documented limits
  • Configurable consistency
  • Durable writes

What people use each for

The jobs each tool is most often brought in to do.

Grist

  • Collaborative data and spreadsheet managementnot turbopuffer
  • Database creation and automationnot turbopuffer
  • Team data analysis and reportingnot turbopuffer

turbopuffer

  • A product with one search index per customer and thousands of customers, most of whose data is idle on any given daynot Grist
  • Very large corpora where holding every vector in memory is the dominant cost and occasional cold-query latency is acceptablenot Grist
  • Hybrid retrieval combining BM25 and vector search where running and synchronising two separate systems is the problem being solvednot Grist
  • Retrieval for agent and assistant products where indexes are created and destroyed frequently and per-index overhead must be near zeronot Grist

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Grist

  • Business plan has minimum 5-user requirement
  • Enterprise self-hosted pricing not disclosed publicly
  • Annual billing discount only 20%, lower than some competitors

turbopuffer

  • A cold namespace pays object storage latency on the first query, with a documented p90 around 1,214 ms on a million documents, so any interactive search box needs the data kept warm or the user waits about a second.
  • Queries are eventually consistent by default, and after roughly 128 MiB of outstanding writes new data is invisible until indexed, which the vendor puts at tens of seconds for small namespaces and tens of minutes for large ones, so a bulk re-index is not immediately queryable.
  • It is closed source with no community edition, so single-tenant or bring-your-own-cloud deployment is a commercial negotiation rather than a deployment choice, and there is no path to running it yourself if the relationship ends.
  • Per-namespace ceilings, roughly 10,000 writes per second, 32 MB/s and 500 million documents per shard, mean a single enormous index has to be sharded across namespaces by your application rather than by the service.
  • It is a search engine, not a database: there are no joins, no cross-document transactions and no SQL, so it sits beside a primary datastore and keeping the two in step is work that belongs to you.

Pricing, plan by plan

Grist

Free
  • FreeFree
    • Unlimited documents
    • Up to 5,000 records per document
    • 30-day snapshot history
  • Pro$10/month
    • Up to 100,000 records per document
    • 3-year snapshot history
    • 100+ AI credits monthly
  • Business$30/month
    • 150,000 records per document
    • 5-year snapshot history
    • 2,000 AI credits monthly

turbopuffer

$16/month
  • Launch$16/month
    • All database features
    • Multi-tenancy deployment
    • SOC2 & GDPR-ready DPA
  • Scale$256/month
    • Everything in Launch
    • HIPAA-ready BAA
    • Single Sign-On (SSO)
  • Enterprise$4096/month
    • Everything in Scale
    • Single-tenancy & BYOC deployment options
    • Private networking

Which should you pick?

Choose Grist if

  • You want to start without paying.
Grist review

Choose turbopuffer if

  • You need object storage architecture.
  • You also want namespaces.
turbopuffer review

Questions people ask

Is Grist or turbopuffer better?
Neither clearly leads. Grist starts at Free and turbopuffer at $16/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Grist or turbopuffer?
Grist has a free tier; the other does not. Paid plans start at Free for Grist and $16/month for turbopuffer.
Does Grist or turbopuffer run on more platforms?
Both run on Web, so platform support will not decide this one for you.
Can I use Grist for free?
Yes. Grist has a free tier, so you can try it without paying. turbopuffer starts at $16/month.
What is Grist best used for?
Grist is most often used for collaborative data and spreadsheet management, database creation and automation, team data analysis and reporting. Of those, collaborative data and spreadsheet management and database creation and automation are not what turbopuffer is typically brought in for.
What can Grist do that turbopuffer cannot?
turbopuffer covers Object storage architecture, Namespaces, Vector search, Full-text search.

Answered from the vendors’ own pages

Grist: Does Grist have a free version?

Yes. Grist Free includes unlimited documents with up to 5,000 records each, 30-day snapshot history, and 100 AI Assistant credits. No credit card required.

Source
turbopuffer: Can I self-host turbopuffer?

There is no open source or community edition. Single-tenant and bring-your-own-cloud deployments exist as commercial arrangements, but there is no way to run it independently of the vendor.

Grist: How much does Grist Pro cost?

Grist Pro is $10/user/month (billed monthly) or $8/user/month with annual billing. It includes up to 100,000 records per document and 3-year snapshot history.

Source
turbopuffer: How fast is it really?

Warm queries perform comparably to in-memory search engines. Cold queries, where data is not cached, have a documented p90 around 1,214 ms on a million documents. Write p90 is around 248 ms for a 512 KB upsert because writes go straight to object storage.

Grist: What does Grist's Business plan include?

Grist Business is $30/user/month ($24 annually) with a minimum of 5 users. It includes 150,000 records per document, 5-year snapshot history, 2,000 AI credits monthly, and automations with priority support.

Source
turbopuffer: Is it consistent?

Eventually consistent by default, with the vendor reporting that over 99.8% of queries return consistent data. Strong consistency can be requested per query at a latency cost. Large write bursts have a longer visibility delay while indexing catches up.

Grist: Do nonprofits get discounts on Grist?

Yes. Nonprofits receive a 50% discount on the Pro plan with Letter of Determination verification.

Source
turbopuffer: What is it best at?

Large numbers of namespaces where most are idle. The architecture makes cold data cheap to keep, which is exactly the shape of a multi-tenant product with a long tail of inactive customers.

turbopuffer: What are the hard limits?

Up to 128 billion documents and 256 TB per namespace, 500 million documents per shard, 64 MiB per document, 10,752 dense vector dimensions, roughly 10,000 writes per second per namespace and a maximum result set of 10,000.

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