Databases · alternatives
Alternatives to Chroma
24 databases tools sit alongside Chroma in this directory. Below is what separates each from Chroma on the figures we hold, price, model, tier count and rating, and a direct comparison for every one.
- Alternatives listed
- 24
- With a free tier
- 19
- Cheaper to start
- 0
- Chroma starts at
- Free
Why people look past Chroma
Nothing on the record flags a reason to move. Chroma has a free tier, and starts at Free against a category median of $25/month. People still switch over fit and workflow, and those are not things a catalogue entry can measure, which is what the comparisons below are for.
What each alternative does differently
Ordered by the aggregated rating on each catalogue entry. Differences are drawn from price, pricing model, tier count and rating, the fields the category listing carries. For a feature-level difference, follow the head-to-head link on each card: those pages read both full records.
The cloud-native distributed SQL database
- Sold on a freemium model rather than usage-based.
The world's most advanced open source relational database
Priced and rated the same as Chroma on the figures we hold. The difference, if there is one, is in the feature records.
Create apps that perfectly fit your team's needs
- Starts $20 a month per editor dearer, at $20/month per editor.
- 4 tiers to Chroma's 3.
MySQL and PostgreSQL-compatible relational database built for the cloud
- 2 tiers to Chroma's 3.
MPP analytical database with a MySQL wire protocol and sub-second aggregation on wide tables
- Sold on a Open source, no licence fee model rather than usage-based.
- 1 tier to Chroma's 3.
The Meta-lineage distributed SQL query engine, distinct from the Trino fork
- Sold on a Open source, no licence fee model rather than usage-based.
- 1 tier to Chroma's 3.
Every Chroma alternative at a glance
A dash means the catalogue entry carries no figure, not that the answer is nothing.
| Tool | Entry price | Model | Tiers | Head to head |
|---|---|---|---|---|
| Chroma (this page) | Free | Usage-based | 3 | |
| Cockroach LabsThe cloud-native distributed SQL database | Free | Freemium | - | vs Chroma |
| PostgreSQLThe world's most advanced open source relational database | Free | - | - | vs Chroma |
| AirtableCreate apps that perfectly fit your team's needs | Free, then $20/month per editor | - | 4 | vs Chroma |
| Amazon AuroraMySQL and PostgreSQL-compatible relational database built for the cloud | Free | Usage-based | 2 | vs Chroma |
| Apache Doris | Free | Open source, no licence fee | 1 | vs Chroma |
| Presto | Free | Open source, no licence fee | 1 | vs Chroma |
| EMQX | Free, then $234/month | Per month by connection and session volume | 4 | vs Chroma |
| StarRocks | Free | Open source, no licence fee | 2 | vs Chroma |
| Solace PubSub+ | Free | Quote | 4 | vs Chroma |
| Tinybird | Free, then $25/month | Per month by compute and storage | 4 | vs Chroma |
| Dremio | Free, then $0.2/hour | Per Dremio Compute Unit consumed | 3 | vs Chroma |
| VerneMQ | Free | Quote | 3 | vs Chroma |
| Timeplus | Free, then $199/month | Per month for cloud, quoted for self-hosted | 3 | vs Chroma |
| RisingWave | Free, then $0.227/hour | Per RisingWave Unit hour | 4 | vs Chroma |
| NATS | Free | Open source, no licence fee | 1 | vs Chroma |
| Redpanda | Free | Source-available community edition with paid enterprise and cloud tiers | 1 | vs Chroma |
| RabbitMQ | Free | Open source, no licence fee; managed services billed separately | 1 | vs Chroma |
| Canary Labs | $3000/year | Per tag band per year | 4 | vs Chroma |
| Instaclustr | On request | Quote | 1 | vs Chroma |
| Immuta | On request | Quote | 1 | vs Chroma |
| Privacera | On request | Quote | 1 | vs Chroma |
| TIBCO Enterprise Message Service | On request | Quote | 1 | vs Chroma |
| Apache Solr | Free | Open source, no licence fee | 1 | vs Chroma |
| Apache Pulsar | Free | Open source, no licence fee | 1 | vs Chroma |
Ratings are aggregated from third-party sources and imported with each catalogue entry; Softwr hosts no reviews of these products. How each figure is used is set out on the Chroma badges page.
Cheaper ways to solve the same problem
Free to start (19)
These publish a tier that costs nothing, so they can be evaluated before any money changes hands.
- Cockroach Labs , Free
- PostgreSQL , Free
- Airtable , Free, then $20/month per editor
- Amazon Aurora , Free
- Apache Doris , Free
- Presto , Free
- EMQX , Free, then $234/month
- StarRocks , Free
What you would be giving up
Chroma is most often brought in for prototyping retrieval-augmented generation where the priority is having a working index in minutes rather than choosing a permanent store, agent memory in a single application process, where an embedded store avoids adding a network dependency, a departmental search application under roughly ten million records where one server is sufficient and simplicity is worth more than headroom, local and ci testing of retrieval code with the same client library used in production. Anything replacing it has to cover the ones you actually depend on, and a cheaper tool that misses one of them is not cheaper.
Two things this page cannot settle. It compares on price, model, tier count and rating, because those are the fields the category listing carries, feature-level differences need both full records, which is what the head-to-head pages load. And the ratings are third-party aggregates imported with each entry rather than reviews written here, so a 0.2 difference between two tools is noise rather than a finding.
If Chroma is broadly right and the question is cost, the Chroma pricing breakdown covers every tier and what each one adds. If you want the whole field rather than a shortlist, the Databases category lists everything the directory holds, and best databases tools ranks them.
Chroma runs on not recorded. Platform coverage is not carried on the category listing for the alternatives, so it is one more thing to check on each head-to-head page rather than here.
Questions about Chroma alternatives
- What are the main alternatives to Chroma?
- 24 other databases tools are listed in this directory, led by Cockroach Labs, PostgreSQL, Airtable, Amazon Aurora. They are ordered by the aggregated rating on each catalogue entry, not by any Softwr ranking.
- What is the best free alternative to Chroma?
- 19 of the alternatives listed here can be used without paying: Cockroach Labs, PostgreSQL, Airtable, Amazon Aurora, Apache Doris.
- Is there a reason to switch away from Chroma?
- Nothing in the data flags one. Chroma has a free tier, and starts at Free against a category median of $25/month. Fit and workflow are the usual reasons to move, and those are not things this record can measure.
- What would I give up by switching from Chroma?
- Chroma is most often brought in for prototyping retrieval-augmented generation where the priority is having a working index in minutes rather than choosing a permanent store, agent memory in a single application process, where an embedded store avoids adding a network dependency, a departmental search application under roughly ten million records where one server is sufficient and simplicity is worth more than headroom, local and ci testing of retrieval code with the same client library used in production. Anything you replace it with has to cover the ones you actually rely on, the side-by-side comparisons linked from each alternative below put the two feature records against each other.
- Is there an open-source alternative to Chroma?
- None of the databases tools listed here are recorded as open source. That is what the licence field on each entry says, and the field is not always filled in, so it is worth checking directly for any tool you are serious about.
- How were these Chroma alternatives chosen?
- They are the tools filed in the same category, Databases, ordered by the aggregated rating on each entry. There is no editorial shortlist, and nothing on this page is paid: no sponsored placement runs on alternatives pages and the order cannot be bought. Softwr has not used these products.
- Where can I compare Chroma against one of these directly?
- Every alternative below has a side-by-side page against Chroma covering price, platforms, features and what each one is used for. Those pages read the full record for both products rather than the summary shown here.
- Does this list cover every databases tool?
- No. It covers what this directory holds in the Databases category, 24 tools beside Chroma. The category page lists the rest of the catalogue as it grows.