Searchinfrastructure for AI

Real-time indexing|Icon RocketLow latency|Icon RokeHigh reliability
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Search APIWeb Search APIBuilt for AI

LLM-native web search, delivering industry-leading real-time intelligence with the lowest latency and enterprise-grade reliability.

Human Search

Single QuerySequential Results

Octen Search

Multiple Sub-QueriesConcurrent Results
AI search engines
LLM vs keyword
Search accuracy
Retrieval methods
Vector databases
Hybrid search
AI agent search
LLM search
Real-time results
Semantic search
Early Access

Search Beyond Text

Beyond text queries: Octen's multimodal search understands images and videos alongside text, all retrieved from the live web.

Image Search
Video Search
video searchmodern dark navigation bar with...|
More APIs

The complete retrieval stack

Beyond search

Pull clean content from any URL, and embed meaning with the #1 retrieval model for text and vision.

Embedding

The #1 text embedding model for retrieval. Built specifically to find what your agents need.SOTA on RTEB

Model
Mean Score (RTEB)
1Octen-Embedding-8B
0.7953
2Octen-Embedding-4B
0.7747
3MoD-Embedding
0.7642
4voyage-4-large
0.7623
5voyage-3-large
0.7434
6Qwen3-Embedding-8B
0.7310
7Octen-Embedding-0.6B
0.7241
8gemini-embedding-001
0.7218
RTEB leaderboard · January 2026

VL Embedding

The #1 multimodal embedding model for retrieval. One embedding space across text, images, videos, and visual documents.SOTA on MMEB-v2

Model
Score (MMEB-V2)
1octen-vl-embedding-large
80.09
2Qwen3-VL-Embedding-8B
77.82
3seed1.6-embedding-1215
76.97
4octen-vl-embedding
75.42
5DME-2B
74.22
6WeMM-Embedding-8B
73.90
MMEB-V2 leaderboard · May 2026

Extract

Turn any URL into clean markdown, with intent-focused highlights and page classification.

https://www.apple.com/
164ms
Title
Apple
Category
Computers, Electronics & Technology > Consumer Electronics
Page
Index Page > Home Page
Content

## iPhone Meet the latest iPhone lineup. ![iPhone 17 Pro, back exterior, deep blue color, Pro Fusion camera system in top left corner, Apple logo in center, iPhone 17, back exterior, white color, Dual Fusion camera system in top left corner, Apple logo in center, iPhone 17e, back exterior, soft pink color, Fusion camera system in top left corner, Apple logo in center,iPhone Air, sid…

Images

Model Gateway

One API to access top-tier models with Octen Search integration. Supports text and image generation.

showcase entry bg
Application

Built on Octen Search Try it for Free

Web Search: 79ms|Thinking Time: 3.9s

What are AI agents actually being used for in production?

0Queries
0Results
0msLatency

AI agents have moved firmly into production across major industries in 2026. Belitsoft forecasts 40% of enterprise applications will include task-specific agents by year-end, and federal agencies alone reported 3,611 AI use cases in 2025—a 105% YoY jump.

DomainProduction Use CaseReal-World Example / Outcome
Customer ServiceAutonomous ticket resolution, chatMost mature deployment surface; ~80% issue resolution expected by 2029

Answer

Get structured answers assembled from dozens of queries in milliseconds.

5 steps · 1min 43s

Safest ways to invest in 2026

0Queries
0Results
0msLatency
Research Report
Safety at a Premium: The Definitive Guide to Secure Investing in the 2026 Macro Environment

In the 'Managed Slowdown' of 2026, the safest investments are no longer passive cash holdings but sophisticated, tax-optimized yield-locking strategies that actively outpace a sticky 3.3% inflation rate. While traditional high-yield savings accounts and money market funds are seeing yields compress toward 3.0%–3.6% amid Federal Reserve rate cuts, a new tier of contractual certainty—anchored by 6.30% Multi-Year Guaranteed Annuities (MYGAs) and 4.26% Series I Savings Bonds—has emerged as the true fortress for capital preservation. Simultaneously, the implementation of the One Big Beautiful Bill Act (OBBBA) has fundamentally recalibrated the after-tax landscape, rendering a $40,000 State and Local Tax (SALT) deduction cap that dramatically favors taxable safe havens for high-earning investors. Navigating this environment requires abandoning the 2024-era reliance on liquid cash for a "barbell" approach that trades immediate liquidity for long-term yield superiority, ensuring that safety is measured not just by nominal principal protection, but by real, after-tax purchasing power resilience.

Deep Research

Enable deep, source-backed research across thousands of web pages and documents.

7 texts · 10 Images · 3 videos

How to make Tonkotsu ramen at home?

Here's a practical home version of tonkotsu ramen:

Essential Toppings:

Ask a question...

Multimodal Chat

Early Access

Analyze, search, and chat across text, images, and complex documents simultaneously.

2 searches · 4 sources

Clutch the Bald Eagle soaring over MetLife Stadium

References:

Generated from real-world sources:

Grounded Generation

Early Access

Generate images grounded in real-world references found by live web search.

Performance
Built to Perform
Accuracy

Top on benchmarks

Cleaner inputs for your LLM. Fewer hallucinations downstream. Top results on SimpleQA and FreshQA Strict.

Speed
Scale
Freshness

Accuracy Performance

Provider
SimpleQA
Accuracy
FreshQA Strict
Accuracy
Octen
95.2%
55.8%
Exa instant
89.2%
52.8%
Parallel turbo
88.6%
52.8%
Tavily ultra-fast
69.9%
43.2%
FreshQA Strict benchmark & SimpleQA benchmark
Start Building

Get started in minutes

Search infrastructure for agents. Ready in 3 steps.

01

Get your API key

Create an account. Start instantly.

02

Make your first request

Fast, structured responses via API or SDK.

03

Connect it to your agent

Give your LLM access to real-time web context.

Built with Skills, MCP & CLI

One API key, three ways in — as a Skill, over MCP, or from the CLI. Get Search, Extract, and every tool we ship next in Claude Code, Cursor, VS Code, your terminal, and any MCP client.

npx skills add Octen-Team/octen-skills -a claude-code
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