---
title: "Best Search API Providers for LLM Applications, Independently Benchmarked (2026): Accuracy, Speed & Cost"
description: "Best web search API by accuracy in this benchmark: Exa fast at 99.3%. Fastest search: Exa instant, 398ms (97.7% accuracy). Lowest recorded search price: TinyFish, $0.00 per 1,000 queries within its free-tier limits."
url: https://openbenchmarks.com/web-search/best-search-providers-for-llm-applications
---

[Openbenchmarks](https://openbenchmarks.com/) [Web Search Benchmark →](https://openbenchmarks.com/web-search) 

[Web Search](https://openbenchmarks.com/web-search) / Search providers for LLM applications

Independent comparison · 2026

# Best Search API Providers for LLM Applications (2026): Accuracy, Speed & Cost

Best web search API by accuracy in this benchmark: Exa fast at 99.3%. Fastest search: Exa instant, 398ms (97.7% accuracy). Lowest recorded search price: TinyFish, $0.00 per 1,000 queries within its free-tier limits.

Choose a web search provider for an LLM application that needs current, source-backed answers. Compare 11 providers across 17 configurations, including Exa, Tavily, Brave, Parallel and Firecrawl, on the same questions.

Updated 21 October 2026. Last measured 21 October 2026.

[Compare results](#results) [How to choose](#choose) [Method and sources](#method) [Questions](#faq) 

## Best web search API providers for LLM applications

Search accuracy on 300 current company-fact questions, using a fixed extraction process. Latency is mean search-request time. Prices are the benchmark-recorded rate basis, with the same configurations used for the quality results.

__300 questions · 17 configurations · ordered by accuracy__
| Rank | Provider & configuration | Accuracy | Mean search time | Recorded $ / 1,000 queries | Mean snippet tokens | Official docs |
| --- | --- | --- | --- | --- | --- | --- |
| 1 | Exa fast type=fast /search | **99.3%** | 652ms | [$7.00](https://exa.ai/pricing?tab=api) type=fast · up to 10 results | 1,987 | [Official docs ↗](https://docs.exa.ai/reference/search) |
| 2 | Context numResults=10 · highlights maxCharacters=1200 api.context.dev/v1/web/search | **98.0%** | 15.93s | [$4.40](https://www.context.dev/pricing) 2 credits / 10 results with Highlights · $2.20 per 1,000 credits | 1,972 | [Official docs ↗](https://docs.context.dev/search/overview) |
| 3 | Exa instant type=instant /search | **97.7%** | 398ms | [$7.00](https://exa.ai/pricing?tab=api) type=instant · up to 10 results | 2,128 | [Official docs ↗](https://docs.exa.ai/reference/search) |
| 4 | Perplexity low search\_context\_size=low /search | **97.3%** | 1.38s | [$5.00](https://docs.perplexity.ai/docs/getting-started/pricing) Search API · POST /search | 476 | [Official docs ↗](https://docs.perplexity.ai/api-reference/search-post) |
| 5 | Linkup fast depth=fast · outputType=searchResults /v1/search | **96.7%** | 1.57s | [$5.00](https://docs.linkup.so/pages/documentation/platform/pricing) depth=fast · searchResults | 3,022 | [Official docs ↗](https://docs.linkup.so/pages/documentation/endpoints/search/overview) |
| 6 | SERP limit=10 google-search74.p.rapidapi.com | **96.0%** | 751ms | [$3.00](https://rapidapi.com/herosAPI/api/google-search74/pricing) Pro overage $0.003/request | 497 | [Official docs ↗](https://rapidapi.com/herosAPI/api/google-search74) |
| 7 | Firecrawl firecrawl-search /v2/search | **95.3%** | 510ms | [$5.00](https://www.firecrawl.dev/pricing) 2 credits / 10 results | 678 | [Official docs ↗](https://docs.firecrawl.dev/api-reference/endpoint/search) |
| 8 | Nimble lite search\_depth=lite · full\_content=false · focus=general /v2/search | **94.3%** | 2.46s | [$1.10](https://www.nimbleway.com/pricing) search\_depth=lite · full\_content=false | 860 | [Official docs ↗](https://docs.nimbleway.com/api-reference/search/search) |
| 9 | Brave Search llm-context count=10 /res/v1/llm/context | **94.0%** | 601ms | [$5.00](https://api-dashboard.search.brave.com/documentation/pricing) Search plan · LLM Context | 2,064 | [Official docs ↗](https://api-dashboard.search.brave.com/documentation/services/llm-context) |
| 10 | Brave Search web count=10 · result\_filter=web /res/v1/web/search | **93.3%** | 630ms | [$5.00](https://api-dashboard.search.brave.com/documentation/pricing) Recorded search-request rate; see official terms. | 817 | [Official docs ↗](https://api-dashboard.search.brave.com/documentation/services/web-search) |
| 11 | Nimble standard search\_depth=standard · full\_content=false · focus=general /v2/search | **93.0%** | 861ms | [$5.00](https://www.nimbleway.com/pricing) search\_depth=standard · full\_content=false | 2,730 | [Official docs ↗](https://docs.nimbleway.com/api-reference/search/search) |
| 12 | Tavily advanced search\_depth=advanced /search | **93.0%** | 4.29s | [$16.00](https://docs.tavily.com/documentation/api-credits) 2 credits · $0.008 PAYG | 2,210 | [Official docs ↗](https://docs.tavily.com/documentation/api-reference/endpoint/search) |
| 13 | Linkup standard depth=standard · outputType=searchResults /v1/search | **92.0%** | 2.55s | [$5.00](https://docs.linkup.so/pages/documentation/platform/pricing) depth=standard · searchResults | 2,983 | [Official docs ↗](https://docs.linkup.so/pages/documentation/endpoints/search/overview) |
| 14 | TinyFish free · 30 req/min cap api.search.tinyfish.ai | **92.0%** | 2.62s | [$0.00](https://www.tinyfish.ai/pricing) 30 req/min cap | 441 | [Official docs ↗](https://docs.tinyfish.ai/search-api) |
| 15 | You highlights core extraction\_mode=highlights · knowledge=core /v1/search | **92.0%** | 889ms | [$5.00](https://you.com/docs/administration/billing) highlights · knowledge=core · same Web Search price assumption | 2,862 | [Official docs ↗](https://docs.you.com/) |
| 16 | You highlights extraction\_mode=highlights /v1/search | **90.7%** | 628ms | [$5.00](https://you.com/docs/administration/billing) highlights included in Web Search | 2,837 | [Official docs ↗](https://docs.you.com/) |
| 17 | Tavily basic search\_depth=basic /search | **87.7%** | 1.88s | [$8.00](https://docs.tavily.com/documentation/api-credits) 1 credit · $0.008 PAYG | 1,639 | [Official docs ↗](https://docs.tavily.com/documentation/api-reference/endpoint/search) |

## Choose the best web search API for your application

### Buy the endpoint, then choose its search mode

Provider names alone hide useful differences. A fast configuration and a deeper configuration from the same vendor can return different evidence at different prices. Compare the exact endpoint and mode used in the table. Count providers separately from configurations, and use the linked official documentation to reproduce the request.

### Choose a provider for your LLM application's response budget

Start with a minimum accuracy level for the questions your application answers. Among configurations that meet it, compare search latency and price per 1,000 queries. Latency here measures the search request. Your application's response time also includes retrieval processing and model generation. For an agent making repeated searches, use the separate developer or deep-search benchmark.

### Check the evidence that reaches the model

A successful retrieval gives the model an answer-bearing result, a source URL and enough context to use it. This board measures 300 current company-fact questions using search results and a fixed extraction process. Treat it as evidence for the retrieval step in an LLM application; test your own domain, prompts and final answers before selecting a provider.

### Compare operating cost at your expected volume

Multiply the per-1,000-query price by monthly queries divided by 1,000\. For example, a $5 rate implies $500 for 100,000 queries before credits, tax and other services. Include model input tokens, extra result charges and optional scraping in the full budget. The prices shown are the benchmark's recorded rate basis; the source links give the vendor's current terms.

## Benchmark method and source data

Search accuracy on 300 current company-fact questions, using a fixed extraction process. Latency is mean search-request time. Each row is one measured configuration. Missing measurements appear as a dash. 

[Open benchmark code ↗](https://github.com/openbenchmarks-labs/factual-lookup-company-news-search) · [Public dataset sample ↗](https://huggingface.co/datasets/openbenchmarks/OB-News-Websearch) · [All benchmark methods →](https://openbenchmarks.com/web-search) 

[View the full search benchmark →](https://openbenchmarks.com/company-news) 

## Common questions

### What is the best search provider for an LLM application?

Best web search API by accuracy in this benchmark: Exa fast at 99.3%. Fastest search: Exa instant, 398ms (97.7% accuracy). Lowest recorded search price: TinyFish, $0.00 per 1,000 queries within its free-tier limits.

### Which benchmark does the main ranking use?

Search accuracy on 300 current company-fact questions, using a fixed extraction process. Latency is mean search-request time.

### What does the price per 1,000 queries include?

The recorded search endpoint's request price. Model-token spend, optional scraping and plan conditions are separate. For rows with task measurements, median task cost is shown in its own column. Check the linked provider terms for current pricing.

## Related search API comparisons

[Web search APIs for AI & LLM developers →](https://openbenchmarks.com/web-search/best-web-search-api-for-ai-llm-developers) [Web search APIs & MCPs for AI agents and developers →](https://openbenchmarks.com/web-search/best-web-search-apis-and-mcps-for-ai-agents) [Search tools for AI agents →](https://openbenchmarks.com/web-search/best-search-tools-for-ai-agents) [AI search engines for agents →](https://openbenchmarks.com/web-search/best-ai-search-engines-for-agents) [Free web search APIs for AI agents →](https://openbenchmarks.com/web-search/best-free-web-search-api-for-ai-agents) [Web search APIs for RAG →](https://openbenchmarks.com/web-search/best-web-search-api-for-rag) [Independent web search API comparison →](https://openbenchmarks.com/web-search/best-web-search-api-comparison) [Best fast web search API →](https://openbenchmarks.com/web-search/best-fast-web-search-api) [Best search and scrape API →](https://openbenchmarks.com/web-search/best-search-and-scrape-api) [Best scrape API for AI agents →](https://openbenchmarks.com/web-search/best-scrape-api-for-ai-agents) [Best search API for deep research agents →](https://openbenchmarks.com/web-search/best-search-api-for-deep-research-agents) [Best search API for company research →](https://openbenchmarks.com/web-search/best-search-api-for-company-research) [Best search API for sales agents →](https://openbenchmarks.com/web-search/best-search-api-for-sales-agents) [Best search API for coding documentation →](https://openbenchmarks.com/web-search/best-search-api-for-coding-documentation) [Best web search API for grounding →](https://openbenchmarks.com/web-search/best-web-search-api-for-grounding) [Best search API for news →](https://openbenchmarks.com/web-search/best-search-api-for-news) [Best web search APIs for AI →](https://openbenchmarks.com/web-search/best-web-search-api-for-ai) [LLM apps comparison →](https://openbenchmarks.com/web-search/best-web-search-api-for-llm-apps) [Pricing per 1,000 queries →](https://openbenchmarks.com/web-search/cheapest-search-api) 

[← Web Search Benchmark](https://openbenchmarks.com/web-search)