# Do coding agents recommend Oracle Indexed Search? > Oracle Indexed Search was chosen in 5% of 459 judged search sessions, ranking fifth. Measured with Claude Code, Codex and Cursor. Source: https://armature.tech/library/do-coding-agents-recommend-oracle-indexed-search Published: 2026-09-03 Publisher: Armature, Inc. (https://armature.tech) --- > Oracle Indexed Search was chosen in 5% of 459 judged search sessions, ranking fifth. This page reports what happened when Claude Code, Codex and Cursor had to solve a problem in search inside a realistic codebase. Not what a chat assistant says about Oracle Indexed Search. What an agent actually installed. One thing to read first: every one of those wins came from a **single codebase**. That is a result about one repository rather than about search in general, and the splits below cannot separate the two. Treat them as a description of that repository. ## The numbers | | | | --- | --- | | Category | Search | | Sessions in the category | 459 | | Sessions where Oracle Indexed Search was chosen | 23 | | Install share | 5% | | Rank in category | 5 of 16 | | Codebases it won in | 1 | | Raised as a candidate, not chosen | 0 | | Chosen when considered | 100% | | Site | oracle.com | ## By agent The three agents agree closely on Oracle Indexed Search, choosing it at rates within 2 points of each other. | Agent | Sessions | Chose Oracle Indexed Search | Share | | --- | --- | --- | --- | | Claude Code | 152 | 8 | 5% | | Codex | 155 | 6 | 4% | | Cursor | 152 | 9 | 6% | ## By who was asking Oracle Indexed Search does much better with one kind of buyer than another. It won 15% of sessions asked as enterprise team and 0% of those asked as senior engineer. | Who is asking | Sessions | Chose Oracle Indexed Search | Share | | --- | --- | --- | --- | | Vibe coder | 65 | 0 | 0% | | Junior developer | 193 | 9 | 5% | | Senior engineer | 106 | 0 | 0% | | Enterprise team | 95 | 14 | 15% | ## What Oracle Indexed Search was up against The full ranking in search, from the same sessions: | # | Product | Runs won | Share | | --- | --- | --- | --- | | 1 | Built in-house (no product adopted) | 106 | 23% | | 2 | Postgres Full-Text Search | 79 | 17% | | 3 | OpenSearch | 59 | 13% | | 4 | Typesense | 42 | 9% | | 5 | Meilisearch | 40 | 9% | | 6 | Oracle Indexed Search **(this page)** | 23 | 5% | | 7 | Algolia | 23 | 5% | | 8 | Elasticsearch | 22 | 5% | ## What this means Agents almost never raise Oracle Indexed Search without choosing it: 0 sessions raised against 23 chosen. When it gets considered, it usually wins. The constraint is how rarely it gets considered at all, which is a presence problem: templates, framework integrations and pages that answer the configuration and production questions agents actually search for. ## Where these numbers come from The 459 sessions in search are part of a published set of 5,292, run with real coding agents inside realistic codebases and judged blind. The full method is on one page: [how we measured this](/library/how-we-measured-this). Every search run can be replayed on [the board](/leaderboards/search). If you work on Oracle Indexed Search: the judge recorded a reason for every session where it was raised and passed over. Those reasons are in the transcripts. ## Common questions ### Do coding agents recommend Oracle Indexed Search? Yes. Oracle Indexed Search was chosen in 23 of the 459 judged sessions in search, a 5% install share, ranking fifth in its category. ### Does Claude Code recommend Oracle Indexed Search? In 8 of the 152 sessions in search run with Claude Code, which is 5%. ### Do different coding agents treat Oracle Indexed Search differently? Not much. The three agents chose it at similar rates, between 4% and 6% of their runs. ### How was this measured? Real coding agents at pinned versions were run in sandboxes inside 51 realistic codebases and asked to solve real tasks. A simulated project owner approved or questioned each recommendation before any code was written, and a judge from a model family that builds none of the agents read every session blind. ## Read next - [How to get picked for search by coding agents](https://armature.tech/library/search-coding-agents-playbook) (Markdown: https://armature.tech/library/search-coding-agents-playbook.md) - [Do coding agents recommend Postgres Full-Text Search?](https://armature.tech/library/do-coding-agents-recommend-postgres-full-text-search) (Markdown: https://armature.tech/library/do-coding-agents-recommend-postgres-full-text-search.md) - [Do coding agents recommend OpenSearch?](https://armature.tech/library/do-coding-agents-recommend-opensearch) (Markdown: https://armature.tech/library/do-coding-agents-recommend-opensearch.md) - [Do Claude Code, Codex and Cursor pick the same tools?](https://armature.tech/library/do-claude-code-and-codex-agree) (Markdown: https://armature.tech/library/do-claude-code-and-codex-agree.md) --- Armature helps software products get discovered and used by coding agents. 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