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Qdrant alternatives: 6 apps ranked by verified data

Facts checked Nov 8, 2026AppBreakup editorialHow we rankAll vector databases

Top picks

  • Pinecone logo

    Best overall

    Pinecone

    Starting price: $20 a month flat (Builder)

  • Weaviate logo

    Best free option

    Weaviate

    Flex plan: From $45/month

  • Chroma logo

    Best open source

    Chroma

    Open source

Common reasons people leave Qdrant: free cloud cluster is tiny at 1 GB of RAM, and cluster sizing is up to you, unlike serverless Pinecone. We ranked 6 alternatives by how directly each one replaces Qdrant, then by reviews, real visits and how recently each app's facts were checked against its own website. Pinecone currently ranks first.

Quick comparison

#AppPricingVerified priceOpen sourcePlatformsVerified factsScore
1Pinecone logoPineconeFree plan + paid$20 a month flat (Builder)NoWeb9 of 968.8
2Weaviate logoWeaviateOpen sourceFrom $45/monthYesSelf-hosted, Web4 of 464.8
3Chroma logoChromaOpen source—YesSelf-hosted, Linux, macOS +15 of 557.5
4Elasticsearch logoElasticsearchOpen source—YesSelf-hosted, Web4 of 452.6
5PostgreSQL logoPostgreSQLOpen source—YesLinux, macOS, Windows +15 of 551.2
6Milvus logoMilvusOpen source—YesSelf-hosted, Linux3 of 340.0
  1. Pinecone logo

    1. PineconeTop pick

    Best for: Teams building RAG or semantic search who want a vector database with no infrastructure to manage

    Free plan + paidWeb

    68.8

    score / 100

    Why switch from Qdrant

    Serverless managed service with no clusters to size, if you prefer not to self-host.

    Pros

    • Serverless, so there are no clusters to size or tune
    • Hybrid dense, sparse and full-text indexes
    • Free Starter plan for prototypes

    Cons

    • Closed source with no self-hosted option
    • Production plans carry a monthly minimum spend
    • Costs can be hard to predict with heavy query volume
    Visit Pinecone Details and reviews
    How this score is calculated
    Editorial fit ×0.3100
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Pinecone a good Qdrant alternative?

    Verified facts

    9 of 9 verified
    Free plan
    Yes (Starter)
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Builder plan
    $20/month flat
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Standard minimum
    $50/month
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Standard trial
    3 weeks with $300 credits
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Enterprise uptime SLA
    99.95%
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Starting price
    $20 a month flat (Builder)
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Standard plan
    $50 a month minimum usage
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Enterprise plan
    $500 a month minimum usage
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
    Free trial
    3 weeks with $300 credits (Standard)
    Checked Nov 8, 2026pinecone.io(opens source in a new tab)
  2. Weaviate logo

    2. Weaviate

    Best for: Developers building RAG or semantic search who want open source with a managed cloud option

    Open sourceSelf-hostableSelf-hosted, Web

    64.8

    score / 100

    Why switch from Qdrant

    Open source with built-in embedding integrations and a Query Agent for natural-language queries.

    Pros

    • Open source and self-hostable
    • Hybrid search and built-in embedding integrations
    • Free cloud tier for experiments

    Cons

    • Free cloud tier is capped at 100,000 objects and one collection
    • Cloud pricing spans several usage dimensions
    • Self-hosting at scale needs Kubernetes experience
    Visit Weaviate Details and reviews
    How this score is calculated
    Editorial fit ×0.387
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Weaviate a good Qdrant alternative?

    Verified facts

    4 of 4 verified
    Open source
    Yes
    Checked Nov 8, 2026github.com(opens source in a new tab)
    Free cloud tier
    100,000 objects, 1 GB memory
    Checked Nov 8, 2026weaviate.io(opens source in a new tab)
    Flex plan
    From $45/month
    Checked Nov 8, 2026weaviate.io(opens source in a new tab)
    Cloud providers
    AWS, GCP, Azure
    Checked Nov 8, 2026weaviate.io(opens source in a new tab)
  3. Chroma logo

    3. ChromaAcquired

    Best for: Developers who want a simple, free, self-hosted vector store for RAG and semantic search prototypes.

    Open sourceSelf-hostableSelf-hosted, Linux, macOS, Windows

    57.5

    score / 100

    Why switch from Qdrant

    Open-source embedding database that can run in-process from Python, simpler for prototypes and small RAG apps than a Qdrant server.

    Pros

    • Apache 2.0 licence with no usage limits on the open-source version
    • Quick to start with pip or npm and an embedded local mode
    • Combines vector, BM25, full-text, regex and metadata search

    Cons

    • Hosted Chroma Cloud is being wound down after the Replit deal
    • You run, scale and back up the database yourself
    • Future roadmap now depends on Replit's priorities
    Visit Chroma Details and reviews
    How this score is calculated
    Editorial fit ×0.363
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Chroma a good Qdrant alternative?

    Verified facts

    5 of 5 verified
    License
    Apache-2.0
    Checked Nov 5, 2026github.com(opens source in a new tab)
    Owner
    Joining Replit (announced Oct 2026)
    Checked Nov 8, 2026trychroma.com(opens source in a new tab)
    Hosted cloud
    Being wound down
    Checked Nov 8, 2026trychroma.com(opens source in a new tab)
    Search types
    Vector, full-text, regex, metadata
    Checked Nov 8, 2026trychroma.com(opens source in a new tab)
    Install
    pip install chromadb
    Checked Nov 8, 2026trychroma.com(opens source in a new tab)
  4. Elasticsearch logo

    4. Elasticsearch

    Best for: Engineering teams with large or complex search, logging or analytics needs

    Open sourceSelf-hostableSelf-hosted, Web

    52.6

    score / 100

    Why switch from Qdrant

    One engine for vectors plus mature full-text search and log analytics.

    Pros

    • Scales to very large datasets across many nodes
    • Full-text, vector and hybrid search in one engine
    • Self-managed, hosted and serverless options

    Cons

    • Needs real tuning and operations work to run well
    • Memory-hungry compared with lighter search engines
    • Several features need a paid Elastic subscription
    Visit Elasticsearch Details and reviews
    How this score is calculated
    Editorial fit ×0.346
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Elasticsearch a good Qdrant alternative?

    Verified facts

    4 of 4 verified
    Open source
    Yes
    Checked Nov 1, 2026github.com(opens source in a new tab)
    Cloud hosting
    AWS, Google Cloud, Azure
    Checked Nov 8, 2026elastic.co(opens source in a new tab)
    Vector search
    Dense and sparse, hybrid
    Checked Nov 8, 2026elastic.co(opens source in a new tab)
    Uptime SLA
    99.95% on Platinum and Enterprise
    Checked Nov 8, 2026elastic.co(opens source in a new tab)
  5. PostgreSQL logo

    5. PostgreSQL

    Best for: Developers and teams who want a free, standards-minded relational database that scales with their app.

    Open sourceSelf-hostableLinux, macOS, Windows, Self-hosted

    51.2

    score / 100

    Why switch from Qdrant

    pgvector adds vector search to the Postgres database you may already run.

    Pros

    • Strong SQL standards support and full ACID transactions
    • Rich types: JSONB, arrays, ranges, plus PostGIS for maps
    • Highly extensible with custom types and functions
    • Permissive licence and community governance, not one vendor

    Cons

    • Running replication, failover and major upgrades yourself takes expertise
    • Connection handling often needs a pooler under heavy load
    • No official GUI; you pick a separate client
    Visit PostgreSQL Details and reviews
    How this score is calculated
    Editorial fit ×0.341
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is PostgreSQL a good Qdrant alternative?

    Verified facts

    5 of 5 verified
    License
    PostgreSQL License (BSD/MIT-like)
    Checked Nov 8, 2026postgresql.org(opens source in a new tab)
    Origins
    1986, UC Berkeley POSTGRES project
    Checked Nov 8, 2026postgresql.org(opens source in a new tab)
    ACID-compliant
    Since 2001
    Checked Nov 8, 2026postgresql.org(opens source in a new tab)
    JSON support
    JSON/JSONB
    Checked Nov 8, 2026postgresql.org(opens source in a new tab)
    Platforms
    Linux, macOS, Windows, BSD, Solaris
    Checked Nov 8, 2026postgresql.org(opens source in a new tab)
  6. Milvus logo

    6. Milvus

    Best for: Teams self-hosting vector search that need to scale to very large collections

    Open sourceSelf-hostableSelf-hosted, Linux

    40.0

    score / 100

    Why switch from Qdrant

    Distributed Kubernetes mode and GPU indexes for very large collections.

    Pros

    • Apache 2.0 licence with no paid core
    • Same API from a local Python library up to a distributed cluster
    • Many index types, including disk-based and GPU indexes
    • Managed option available through Zilliz Cloud

    Cons

    • Distributed mode needs Kubernetes and has many moving parts
    • Heavier to operate than single-binary options like Qdrant or Chroma
    • Managed hosting is a separate product from a separate site
    Visit Milvus Details and reviews
    How this score is calculated
    Editorial fit ×0.312
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.1585
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Milvus a good Qdrant alternative?

    Verified facts

    3 of 3 verified
    License
    Apache-2.0
    Checked Nov 2, 2026github.com(opens source in a new tab)
    Type
    Cloud-native vector database
    Checked Nov 2, 2026github.com(opens source in a new tab)
    Lightweight version
    Milvus Lite
    Checked Nov 2, 2026github.com(opens source in a new tab)

The best Qdrant alternative for…

The highest-ranked app in this list for each need.

Pinecone logo

Best Qdrant alternative for most people

Pinecone

Serverless managed service with no clusters to size, if you prefer not to self-host.

Weaviate logo

Best Qdrant alternative for a free option

Weaviate

Open source with built-in embedding integrations and a Query Agent for natural-language queries.

Pinecone logo

Best Qdrant alternative for a free plan you can upgrade

Pinecone

Serverless managed service with no clusters to size, if you prefer not to self-host.

Chroma logo

Best Qdrant alternative for open source

Chroma

Open-source embedding database that can run in-process from Python, simpler for prototypes and small RAG apps than a Qdrant server.

Elasticsearch logo

Best Qdrant alternative for self-hosting

Elasticsearch

One engine for vectors plus mature full-text search and log analytics.

PostgreSQL logo

Best Qdrant alternative for Mac

PostgreSQL

pgvector adds vector search to the Postgres database you may already run.

Chroma logo

Best Qdrant alternative for Windows

Chroma

Open-source embedding database that can run in-process from Python, simpler for prototypes and small RAG apps than a Qdrant server.

Milvus logo

Best Qdrant alternative for Linux

Milvus

Distributed Kubernetes mode and GPU indexes for very large collections.

Pinecone logo

Best Qdrant alternative for working in the browser

Pinecone

Serverless managed service with no clusters to size, if you prefer not to self-host.

Qdrant alternatives: common questions

What is the best alternative to Qdrant?

Pinecone ranks first right now. Serverless managed service with no clusters to size, if you prefer not to self-host. Weaviate and Chroma follow it in our ranking.

Qdrant vs Pinecone: what's the difference?

Qdrant is free and open source; Pinecone is free with paid plans. Qdrant is open source and Pinecone is not. Both run on Web.

Is Qdrant free?

Qdrant is free and open source.

How much do Qdrant alternatives cost?

Verified prices for the top-ranked Qdrant alternatives: Pinecone, $20 a month flat (Builder); Weaviate, From $45/month. Each price was checked on the app's own site; see each card below for the date and source.

Is there a free alternative to Qdrant?

Yes. Pinecone (free plan + paid), Weaviate (open source), Chroma (open source) and Elasticsearch (open source) have a free option. Check each app's verified facts for current plan limits.

Is there an open-source alternative to Qdrant?

Yes: Weaviate, Chroma, Elasticsearch and PostgreSQL, plus 1 more in the list above. Weaviate, Chroma and Elasticsearch can also be self-hosted.

Which Qdrant alternatives work on Linux?

Chroma, PostgreSQL and Milvus run on Linux.

Why do people switch from Qdrant?

The complaints we hear most: free cloud cluster is tiny at 1 GB of RAM; cluster sizing is up to you, unlike serverless Pinecone; fewer built-in AI conveniences than some managed rivals.

How is this list ranked?

Every app is scored with the same published formula: how directly it replaces Qdrant, reviews (weighted by verification), visits from AppBreakup, how recently its facts were checked against its own website, and reader votes.