--- title: Tantivy Reviews meta_title: 'Tantivy Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Tantivy works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 8 scale: '5' date_modified: '2026-06-30' parent_category: name: Development url: https://www.g2.com/categories/development --- # Tantivy Reviews **Vendor:** Quickwit **Category:** [Other Development Software](https://www.g2.com/categories/other-development) **Average Rating:** 4.8/5.0 **Total Reviews:** 8 ## About Tantivy It is closer to Apache Lucene than to Elasticsearch or Apache Solr in the sense it is not an off-the-shelf search engine server, but rather a crate that can be used to build such a search engine. Companies like Element, Humanfirst, and Nuclia have used Tantivy to unleash the horse-powers in their search queries. There are many ways to use Tantivy. Tantivy can be run in the browser with a WASM file. For Ruby-lovers, Tantiny offers close Ruby bindings for Tantivy . Lastly, you can install Python bindings in Tantivy-Py repo. Features of Tantivy include, but are not limited to: - Full-text search - Configurable tokenizer (stemming available for 17 Latin languages with third party support for Chinese (tantivy-jieba and cang-jie), Japanese (lindera, Vaporetto, and tantivy-tokenizer-tiny-segmenter) and Korean (lindera + lindera-ko-dic-builder) - Fast (check out the 🐎 ? benchmark ? 🐎) - Tiny startup time (\<10ms), perfect for command-line tools - BM25 scoring (the same as Lucene) - Natural query language (e.g. (michael AND jackson) OR "king of pop") - Phrase queries search (e.g. "michael jackson") - Incremental indexing - Multithreaded indexing (indexing English Wikipedia takes \< 3 minutes on my desktop) - Mmap directory - SIMD integer compression when the platform/CPU includes the SSE2 instruction set - Single valued and multivalued u64, i64, and f64 fast fields (equivalent of doc values in Lucene) - &[u8] fast fields - Text, i64, u64, f64, dates, and hierarchical facet fields - LZ4 compressed document store - Range queries - Faceted search - Configurable indexing (optional term frequency and position indexing) - JSON Field - Aggregation Collector: range buckets, average, and stats metrics - LogMergePolicy with deletes - Searcher Warmer API - Cheesy logo with a horse (obviously an amazing feature) Non-features include: Distributed search is out of the scope of Tantivy, but if you are looking for this feature, check out Quickwit. It is our search engine, built on top of Tantivy. ## Tantivy Pros & Cons **What users like:** - Users value the **fast text search capabilities** of Tantivy, enhancing efficiency and saving storage space. (4 reviews) - Users appreciate the **fast and efficient search functionality** of Tantivy, making multilingual queries seamless and quick. (3 reviews) - Users appreciate the **customizable interface** of Tantivy, enhancing the user experience and optimizing performance. (2 reviews) - Users appreciate the **ease of use** of Tantivy, highlighting its interactive interface and flexible program creation. (2 reviews) - Users appreciate the **easy integrations** with modules, facilitating swift application development and effective NLP for search. (2 reviews) - Features (2 reviews) - Customizable Search (1 reviews) - Fast Search (1 reviews) - Intuitive (1 reviews) - Time-saving (1 reviews) **What users dislike:** - Users find the **lack of distributed search functionality** in Tantivy limits its effectiveness and utility for complex queries. (4 reviews) - Users face challenges with **missing data** in Tantivy, leading to errors and disrupted searches. (2 reviews) - Users face **dependency issues** with Tantivy, leading to complications with Django and FastAPI integrations. (2 reviews) - Users express frustration with the **lack of a single file format** in Tantivy, complicating file management. (1 reviews) - Users report **update issues** regarding the lack of distributed search in current Tantivy versions. (1 reviews) ## Tantivy Reviews ### 1. "Excelling full-text search engine library." **Rating:** 5.0/5.0 stars **Reviewed by:** Emily W. | Tutor , Education Management, Mid-Market (51-1000 emp.) **Reviewed Date:** October 03, 2024 **What do you like best about Tantivy?** There before, it used to support only descending order in fast field but now I'm impressed since it supports both ascending and descending orders. Also it's easy to align numerical type priority order of columnar and query. **What do you dislike about Tantivy?** Distivutive search is out of order since this tool doesn't offer support to it missing parameters. **What problems is Tantivy solving and how is that benefiting you?** Since we started usinyTantivy, we've saved much cost and time. Also we're excelling more in this industry. ### 2. Bring search engines & NLP on a common platform **Rating:** 4.5/5.0 stars **Reviewed by:** Nashit H. | Mentor/Faculty cum Developer, Education Management, Mid-Market (51-1000 emp.) **Reviewed Date:** September 04, 2024 **What do you like best about Tantivy?** Integration with other modules, in building applications. Including NLP for search. **What do you dislike about Tantivy?** Still in the initial phases, it creates dependency issues with django, fastapi & other modules. **What problems is Tantivy solving and how is that benefiting you?** Creating applications to integrate NLP & voice ### 3. One of the fastest tool to create search engines **Rating:** 5.0/5.0 stars **Reviewed by:** Jim S. | Logistics coordinator, Mid-Market (51-1000 emp.) **Reviewed Date:** May 27, 2024 **What do you like best about Tantivy?** Its takes none to less time for the startup and uses full text search which is the best part of this tool with 3rd party support for Chinese and japnese coding tools. Single valued and multivalued u64, i64, and f64 fast fields it has compressed document store which makes it faster and comparatively uses less storage space. **What do you dislike about Tantivy?** Distributive search is missing which should be there.. **What problems is Tantivy solving and how is that benefiting you?** Making search engines more faster and reliable so users can save time.. ### 4. Flexibility of Tantivy **Rating:** 5.0/5.0 stars **Reviewed by:** Jayden W. | Software Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 28, 2024 **What do you like best about Tantivy?** I like the user interface and its flexibility to create new programs. **What do you dislike about Tantivy?** Tantivy does not provide a single file format. **What problems is Tantivy solving and how is that benefiting you?** It is helping me create new algorithms. ### 5. One of the fastest coding platform to create reliable search engines **Rating:** 5.0/5.0 stars **Reviewed by:** Jobin J. | Sr. Logistics coordinator, Mid-Market (51-1000 emp.) **Reviewed Date:** May 28, 2024 **What do you like best about Tantivy?** It uses compressed documents which helps in saving lot of storage space, which makes it fast to load User inteface is quite interactive with multiple drop down features **What do you dislike about Tantivy?** Distributed search is out of the scope of Tantivy, hopefully this will sorted in the future updates **What problems is Tantivy solving and how is that benefiting you?** It helps in creating fast and realiable search engines across various platforms such as Windows, Linux and Mac ### 6. SUPERFAST SEARCH ENGINE **Rating:** 5.0/5.0 stars **Reviewed by:** Tiara L. | TEAM LEAD, Mid-Market (51-1000 emp.) **Reviewed Date:** May 27, 2024 **What do you like best about Tantivy?** High memory consumption than other search engines. It supports the fast field in both increasing and decreasing order. **What do you dislike about Tantivy?** Not able to support the missing parameters If variants didn't match the error message occurs. **What problems is Tantivy solving and how is that benefiting you?** Helps to create token filters Easy to use by the IT professional Create the fastest search engines. ### 7. Quick and Fast as simple as that **Rating:** 4.0/5.0 stars **Reviewed by:** Vikas S. | Java Developer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** July 07, 2023 **What do you like best about Tantivy?** Tantivy is very good text-search engine, the best thing about this tool is that it provides very quick and Fast result for text search and It supports almost 20 languages. **What do you dislike about Tantivy?** The users those who are not fluent in English they will frame the sentences by converting from their mother tongue to English. When it comes to search sometimes the AI is not able to frame the correct sentences that is the biggest disadvantage. **What problems is Tantivy solving and how is that benefiting you?** Our project is using Tantivy as a search engine and it has helped in searching things in different language for different part of the users. Which saves lots of time which could've been wasted on converting the native language to English ### 8. Search Your Text Quickly With Tantivy **Rating:** 4.5/5.0 stars **Reviewed by:** Mohini U. | Software Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** September 04, 2023 **What do you like best about Tantivy?** Tantivy offers many features to search text but the feature that impressed me about it is its customizable interface. It consumes less memory on our system and searches text quickly from large data. **What do you dislike about Tantivy?** There is nothing particular to dislike that can be mentioned here. However, the support for languages to search the text can be enhanced. **What problems is Tantivy solving and how is that benefiting you?** Tantivy is very helpful when we need to search for documents quickly. it supports many languages and saves us time to search text in different languages without converting it. - [View Tantivy pricing details and edition comparison](https://www.g2.com/products/tantivy/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-03+05%3A32%3A42+-0500&secure%5Bsession_id%5D=5b354c1c-4338-4394-8f97-58243c4040a4&secure%5Btoken%5D=2f15659000ab015596d9a5add818cb20dcfde535d162ab3d3276d914a42e81d2&format=llm_user) ## Top Tantivy Alternatives - [Okta](https://www.g2.com/products/okta/reviews) - 4.5/5.0 (1,223 reviews) - [Termius](https://www.g2.com/products/termius/reviews) - 4.8/5.0 (257 reviews) - [SAP Fiori](https://www.g2.com/products/sap-fiori/reviews) - 4.3/5.0 (128 reviews)