Roadmap & Changelog

Last updated: June 3, 2026

Roadmap

• ⚡ Faster & smarter cache warming
• 📊 Major dashboard improvements
• 📉 Query and indexing performance, always
• 📕 More full-text search features (rank by attribute, rank by distance, highlighting, fuzzy search, native search-as-you-type, ...)
• ∑ More aggregate functions (count, group by, sum, distinct, min, max...)
• ⏱️ Late interaction support
• 🗂️ Multiple vector columns
• 🪆 Nested attributes
• 🌿 Namespace branching
• 🪓 Automatic namespace sharding
• 🫛 Hosted vector embedding

Changelog

May 2026

• 🌿 Namespace branching: instant copy-on-write namespace cloning
• ✏️ Typo-tolerant string matching with the Fuzzy filter
• 🗺️ View namespace metadata in the dashboard
• #️⃣ C# API client
• 🔤 word_v4 tokenizer, ~3x faster than word_v3
• ⏱️ Make asynchronous requests to copy_from_namespace and recall endpoints
• 📋 New API key permission to list namespaces

April 2026

• 📌 Pin a namespace to cache for lower cost at high QPS
• 🕸️ Support for sparse vector search
• ↔️ GCP <-> AWS namespace copies with copy_from_namespace
• 🔎 Search the turbopuffer docs (type cmd+K!)
• 🏃‍♂️ Faster commit cadence on AWS for 2.5x lower write latency
• 💗 Increased full-text query length limit to 8,192 chars
• 🦣 Increased attributes per namespace limit to 1,024
• 🌎 3 new regions (São Paulo, South Carolina, Belgium)
• 🧱 Drop #002 (lil block puff) now live on turbopuffer.supply

March 2026

• 🗂️ Multiple vectors per document now available for everyone
• 🔐 Audit logs with SIEM integration [opt-in, beta]
• ⚡️ Up to 30% faster AND queries
• 📄 Copy docs as markdown with token counts
• 3️⃣ Control term frequency's influence on BM25 scores with k3

February 2026

• 💵 Query pricing reduced by up to 94%
• 🔤 Regex index for much faster Regex, Glob, and IGlob filters
• 🍵 Up to 20% faster filtered FTS queries
• 💎 Use attribute values to influence full-text search ranking
• 📐 Boost result recency with distance ranking in full-text search
• 🗂️ Store and query multiple vectors per document [opt-in, beta]
• 🇬🇧 AWS eu-west-2 (London) region
• 🐡 turbopuffer.supply - the official tpuf store

January 2026

• 🔡 FTS v2: up to 20x faster full-text search, now live for everyone
• ☯️ Up to 26% faster FTS queries on high-frequency terms with dynamic bit set encoding
• 🔌 turbopuffer MCP Server [beta]
• 🏷️ Match documents on any token with ContainsAnyToken
• 🔐 Permissions guide for document-level access control using filters
• 📝 remove_stopwords now defaults to false for more predictable FTS behavior
• 📊 Increase aggregate group_by limit to 10k

December 2025

• 🧱 Redesigned inverted index structure for faster full-text search queries
• 📤 New object storage-native indexing queue for up to 10x faster queue time
• 🔦 kNN exact search for 100% recall on filtered vector search queries
• 🪣 Return a max number of search results per attribute value using limit.per
• 🇨🇦 AWS ca-central-1 (Montreal) region
• 🌏 Cross-region backups guide
• 🤝 Link multiple orgs to a single account for unified billing, SSO, and roles [opt-in, beta]

November 2025

• 🏎️ FTS v2: up to 20x faster full-text search [opt-in, beta]
• 🔑 copy_from_namespace can now encrypt with a different key into the destination
• ✈️ Cross-region, cross-org copy_from_namespace for testing, backups, branching
• ⬆️ Max limit.total raised from 1,200 to 10,000
• ➕ Sum aggregate function
• 🔗 ContainsTokenSequence filter for full-text phrase matching
• 🔡 word_v3 tokenizer with Unicode-aware segmentation
• 🪭 ascii_folding option for full-text search

October 2025

• ⏫ Rank by filter for full-text search
• 🧩 patch_by_filter
• 🔘 []bool support
• 🏎️ Improved performance for order-by queries
• 👁️ View indexing state in metadata API
• 📚 Read replicas for scalable read throughput (opt-in)
• 🔐 Cross-region PrivateLink connectivity
• 🏛️ FIPS-compliant AWS endpoints available for BYOC deployments

September 2025

• 🧮 ANN v3: query 100B+ vectors with p99 of 200ms [opt-in, beta]
• 🚀 5x object storage throughput for faster cold queries and indexing
• 🔍 Prefix queries for full-text search
• 💧 Disable backpressure for large scale ingestions
• 🔐 Org-level option to enforce private networking
• 💎 Ruby client gem renamed from turbopuffer-ruby to turbopuffer
• 📝 2025 SOC 2 Type 2 audit report
• 🇮🇪 Ireland region

August 2025

• 🟰 Eq operator for array attributes
• 🗂️ Grouped aggregates (facets)
• 🇰🇷 South Korea region
• 🇮🇳 India region
• 🔀 Any* filter operators for array attributes (e.g. AnyLt, AnyLte, AnyGt, AnyGte)

July 2025

• 🇸🇬 Singapore region
• 🇨🇦 Canada region
• 🕵️‍♀️ Private Service Connect + PrivateLink support
• 🎈 float type
• 🕳️ exclude_attributes query parameter
• 🪢 Regex filter operator
• 📋 Listing namespaces is now consistent
• 💎 Ruby API client GA release

June 2025

• 👩🏽‍⚖️ Conditional writes
• 🔣 Multi-query API
• 📝 Contains and ContainsAny filter operators
• 🐍 Python async API client
• ☕ Java API client GA release (with improved ergonomics)
• 🦫 Go API client GA release
• 💸 Discount queries on large namespaces (80% discount after 32GB)

May 2025

• 🐡 turbopuffer is generally available
• 🎊 v2 query API (unifies vector and full-text ranking)
• ✌️ Count aggregate function
• 🦫 Go API client beta release
• ⏩ Up to 4x faster filtering and full-text search ranking

April 2025

• 🥳 v2 write API (includes patch support)
• 💾 Up to 33% reduction in p90 query latency by using Direct I/O for local SSD cache
• 🔼 Max operator for full-text search
• 🙅 Not filtering parameter
• ☀️ Warm cache endpoint
• ☁️ AWS us-east-2 region

March 2025

• ☁️ Public AWS regions
• 🐜 f16 vector type (50% reduced storage and query cost compared to f32)
• 🔢 i64 type (alongside existing u64)
• ⏰ datetime type
• 🔤 Custom tokenizers for full-text search
• 📝 ContainsAllTokens filter operator for full-text indexed attributes
• 📉 Up to 50% faster vector bulk upserts with client-side base64-encoding (default in new API clients)

February 2025

• ❌ delete_by_filter
• ⚖️ Product operator for weighted/boosted full-text search queries
• 🌊 Add or update full-text indexes on existing attributes
• 🦾 ARM support on GCP (increases end-to-end indexing throughput by 70%)
• 🤖 Java API client beta release

January 2025

• 🧮 Type checking for query filters against the namespace schema
• 📝 Blog post on Native filtering
• ⏰ Configurable consistency (strong or eventual) on queries (21ms -> 11ms p90 for 1M vectors)
• 🔒 Per-namespace Customer-Managed Encryption Key (CMEK) support

December 2024

• 🔢 Order by attributes
• 🔄 /v1/vectors deprecated in favor of /v1/namespaces

November 2024

• ✨ Support for Eq null and NotEq null filters
• 📑 All filter operators now supported in Filter-Only Search
• 📉 Faster queries during high write throughput (<100ms p90 consistent reads during 200+ WPS)
• 📉 Faster large namespaces (<100ms p50 on namespaces with 10M+ documents)
• 📉 Faster filters with 10-100k ids (50ms for 100k ids)
• 📕 Rewritten API docs, and new performance guide!

October 2024

• 📈 Improved write throughput, up to 10x faster in some cases
• 📊 Time-series data in dashboard (and faster!)
• 📜 Allow schema changes in upsert

September 2024

• 🔒 SOC 2 Type 2
• 📝 Blog post on Continuous Recall Measurement
• 🦣 8 MiB attribute value limit (up from 64 KiB)
• 🚁 Add copy_from_namespace to create a namespace by copying another namespace (50% discount relative to upserting from scratch)
• 🔳 Add uuid type (55% discount from string) and bool type

August 2024

• 📑 Support for range operators (Lt, Lte, Gt, Gte) within Filter-Only Search
• 📉 Faster queries with the TypeScript client (Observed 40% faster P99, 25% faster P90)
• 📉 2-3x RTT faster queries on high-latency links from TCP tuning (e.g. dev machines, edge devices, AltClouds, co-los)
• 📜 Schema endpoint
• 🔄 Allow certain schema updates (e.g. marking field as non-filterable for 50% discount)
• 📉 Dashboard faster for filtering millions of namespaces

July 2024

• 📉 Up to 10-100x faster document exporting
• 🏥 HIPAA compliance
• 🌐 More public regions (us-west, us-east, europe-west)
• 📑 Mark attributes as unindexed in the schema for a 50% discount
• 📉 2x faster P90 for id queries
• 📉 2-10x higher maximum write throughput

May 2024

• 🔍 BM25/Hybrid Search
• 📉 Up to 2x faster queries on large namespaces with lots of attributes (zero-copy storage)
• 📉 Up to 2x faster filtering for large namespaces (faster zero-copy bitmaps)
• 💰 Updated pricing to take attributes into account
• 🤖 Typescript client v0.5 with better connection pooling
• 📊 Dashboard and API support for prefix filtering of namespaces
• 📊 Named API Keys

April 2024

• 🔒 SOC2 Type 1 certification
• 📉 50% drop in all latency p50, p90, p99
• 🐡 Media kit

March 2024

• 📉 Faster cache fills and up to ~70% faster cold queries
• 📉 Faster range queries
• 🔍 Complex {And,Or,Range,Intersection} queries via new query planner
• 🔢 Number and Array attribute types
• 🌐 Official TypeScript Client
• 🔑 API Key read/write permissions
• 📐 Automatic recall measurement and evaluation

February 2024

• 🔍 And and Or filters
• 🤖 Row-based upsert API
• 🤖 Namespace list
• 📊 Web dashboard

January 2024

• 📉 <= 1s P99 cold query performance on 1M vectors
• 🤖 String ids
• 🔍 Pre-filtering
• 🔍 Case insensitive filtering globs

December 2023

• 🤖 Python client
• 🔍 Filter by id
• 🌐 Architectural improvements for scalability
• 📚 Better docs

November 2023

• 🤖 String attributes
• 🔍 Filters (Glob, Exact)
• 🤖 Mutable Namespaces
• 🌐 New Website

October 2023

• 📉 Improved performance by 30-80%
• 🚀 Launch