---
title: "Best Web Search APIs (2026): Comparison, Independently Benchmarked"
description: "Best web search API by multi-search quality in this benchmark: Parallel basic, 46.5% F1. Fastest search: SERP, 2.93s (0.4% F1). Lowest recorded search price: TinyFish, $0.00 per 1,000 queries within its free-tier limits."
url: https://openbenchmarks.com/web-search/best-web-search-api-comparison
---

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

[Web Search](https://openbenchmarks.com/web-search) / Independent web search API comparison

Independent comparison · 2026

# Best Web Search APIs (2026): Independent Comparison & Benchmark

Best web search API by multi-search quality in this benchmark: Parallel basic, 46.5% F1\. Fastest search: SERP, 2.93s (0.4% F1). Lowest recorded search price: TinyFish, $0.00 per 1,000 queries within its free-tier limits.

Compare Exa, Tavily, Brave, Parallel, Firecrawl and other search providers using the same multi-search agent, with quality, speed and pricing per 1,000 queries upfront. Compare 12 providers across 20 configurations, including Exa, Tavily, Brave, Parallel and Firecrawl, on the same questions.

Updated 2 October 2026. Last measured 2 October 2026.

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

## Best web search APIs: multi-search comparison

Mean F1 on 45 company-discovery questions with multiple constraints, using the same agent and search results. F1 balances precision and recall; it is distinct from percentage accuracy on a single-answer test. Prices are the benchmark-recorded rate basis, with the same configurations used for the quality results.

__45 questions · 20 configurations · ordered by F1__
| Rank | Provider & configuration | F1 | Mean search time | Recorded $ / 1,000 queries | Median task time | Median task cost | Official docs |
| --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | Parallel basic parallel-basic POST /v1/search mode=basic | **46.5%** | 19.77s | [$5.00](https://docs.parallel.ai/getting-started/pricing) mode=basic · 10 results | 67.63s | $1.12 | [Official docs ↗](https://docs.parallel.ai/api-reference/search/search) |
| 2 | Exa deep exa-deep POST /search type=deep | **45.4%** | 44.68s | [$12.00](https://exa.ai/pricing?tab=api) type=deep | 89.50s | $0.72 | [Official docs ↗](https://docs.exa.ai/reference/search) |
| 3 | Parallel advanced parallel-advanced POST /v1/search mode=advanced | **44.2%** | 36.58s | [$5.00](https://docs.parallel.ai/getting-started/pricing) mode=advanced · 10 results | 83.43s | $0.62 | [Official docs ↗](https://docs.parallel.ai/api-reference/search/search) |
| 4 | Exa instant exa-instant POST /search type=instant | **43.3%** | 6.21s | [$7.00](https://exa.ai/pricing?tab=api) type=instant · up to 10 results | 49.83s | $0.65 | [Official docs ↗](https://docs.exa.ai/reference/search) |
| 5 | Linkup fast linkup-fast POST /v1/search depth=fast | **41.1%** | 17.52s | [$5.00](https://docs.linkup.so/pages/documentation/platform/pricing) depth=fast · searchResults | 64.20s | $0.92 | [Official docs ↗](https://docs.linkup.so/pages/documentation/endpoints/search/overview) |
| 6 | Tavily advanced tavily-advanced POST /search search\_depth=advanced | **41.1%** | 46.58s | [$16.00](https://docs.tavily.com/documentation/api-credits) 2 credits · $0.008 PAYG | 92.17s | $1.03 | [Official docs ↗](https://docs.tavily.com/documentation/api-reference/endpoint/search) |
| 7 | Linkup standard linkup-standard POST /v1/search depth=standard | **40.6%** | 25.10s | [$5.00](https://docs.linkup.so/pages/documentation/platform/pricing) depth=standard · searchResults | 72.29s | $0.94 | [Official docs ↗](https://docs.linkup.so/pages/documentation/endpoints/search/overview) |
| 8 | You extraction\_mode=highlights POST /v1/search | **38.6%** | 7.72s | [$5.00](https://you.com/docs/administration/billing) highlights included in Web Search | 48.16s | $0.97 | [Official docs ↗](https://docs.you.com/) |
| 9 | You extraction\_mode=highlights · knowledge=core POST /v1/search | **38.1%** | 8.88s | [$5.00](https://you.com/docs/administration/billing) highlights · knowledge=core · same Web Search price assumption | 47.64s | $0.90 | [Official docs ↗](https://docs.you.com/) |
| 10 | Parallel fast parallel-fast POST /v1/search mode=fast | **38.0%** | 12.17s | [$1.00](https://docs.parallel.ai/getting-started/pricing) mode=fast · 10 results | 53.93s | $0.46 | [Official docs ↗](https://docs.parallel.ai/api-reference/search/search) |
| 11 | Perplexity search\_context\_size=low POST /search | **37.8%** | 14.11s | [$5.00](https://docs.perplexity.ai/docs/getting-started/pricing) Search API · POST /search | 48.94s | $0.33 | [Official docs ↗](https://docs.perplexity.ai/api-reference/search-post) |
| 12 | Tavily basic tavily-basic POST /search search\_depth=basic | **36.5%** | 20.09s | [$8.00](https://docs.tavily.com/documentation/api-credits) 1 credit · $0.008 PAYG | 63.04s | $0.61 | [Official docs ↗](https://docs.tavily.com/documentation/api-reference/endpoint/search) |
| 13 | Parallel turbo parallel-turbo POST /v1/search mode=turbo | **34.7%** | 5.08s | [$1.00](https://docs.parallel.ai/getting-started/pricing) mode=turbo · 10 results | 46.40s | $0.42 | [Official docs ↗](https://docs.parallel.ai/api-reference/search/search) |
| 14 | Nimble search\_depth=standard · full\_content=false · focus=general POST /v2/search | **30.7%** | 12.22s | [$5.00](https://www.nimbleway.com/pricing) search\_depth=standard · full\_content=false | 52.97s | $0.47 | [Official docs ↗](https://docs.nimbleway.com/api-reference/search/search) |
| 15 | Firecrawl firecrawl POST /v2/search | **30.4%** | 39.44s | [$5.00](https://www.firecrawl.dev/pricing) 2 credits / 10 results | 74.98s | $0.28 | [Official docs ↗](https://docs.firecrawl.dev/api-reference/endpoint/search) |
| 16 | Brave Search brave GET /res/v1/web/search | **28.0%** | 7.60s | [$5.00](https://api-dashboard.search.brave.com/documentation/pricing) Recorded search-request rate; see official terms. | 43.52s | $0.27 | [Official docs ↗](https://api-dashboard.search.brave.com/documentation/services/web-search) |
| 17 | TinyFish tinyfish GET api.search.tinyfish.ai | **26.6%** | 27.34s | [$0.00](https://www.tinyfish.ai/pricing) 30 req/min cap | 64.24s | $0.21 | [Official docs ↗](https://docs.tinyfish.ai/search-api) |
| 18 | Nimble search\_depth=lite · full\_content=false · focus=general POST /v2/search | **25.3%** | 35.13s | [$1.10](https://www.nimbleway.com/pricing) search\_depth=lite · full\_content=false | 67.95s | $0.23 | [Official docs ↗](https://docs.nimbleway.com/api-reference/search/search) |
| 19 | Seltz seltz-companies POST /v1/search scope=companies | **14.5%** | 8.98s | [$5.00](https://seltz.ai/pricing) Recorded search-request rate; see official terms. | 55.16s | $1.75 | [Official docs ↗](https://docs.seltz.ai/) |
| 20 | SERP serp GET google-search74.p.rapidapi.com | **0.4%** | 2.93s | [$3.00](https://rapidapi.com/herosAPI/api/google-search74/pricing) Pro overage $0.003/request | 31.38s | $0.10 | [Official docs ↗](https://rapidapi.com/herosAPI/api/google-search74) |

## Which benchmark should decide your search API?

__Separate tasks, scoring rules and buying decisions__
| Your workflow | Primary measure | What is tested | Full comparison |
| --- | --- | --- | --- |
| Multiple searches to assemble evidence | F1: balance of precision and recall | The same agent discovers sets of companies matching multiple constraints. This is the main ranking above. | [Multi-search benchmark →](https://openbenchmarks.com/multi-turn-company-search) |
| Search for a direct factual answer | Extracted-answer accuracy | Current company facts, with the same questions and fixed extraction process. | [Search accuracy →](https://openbenchmarks.com/web-search/best-web-search-api-for-ai) |
| Retrieve documentation and complete a developer task | Grounded task completion | An agent produces a passing patch and cites evidence returned during the run. | [Retrieval comparison →](https://openbenchmarks.com/web-search/best-web-search-api-for-rag) |

Compare scores within a board. Each board measures a different outcome, so its percentages keep their own meaning. Search-plus-scrape runs expand the available tools and have separate results on the full benchmark pages.

## Choose the best web search API for your application

### Which search API is best for your workload?

For an agent that plans several searches and combines evidence, start with the multi-search ranking above. F1 rewards finding the right results while limiting incorrect ones. For direct factual answers, use the search accuracy board. For documentation retrieval and developer agents, use task completion. Each answers a different buying question.

### Why the winner changes between benchmarks

Rankings depend on the questions, agent model, search budget, endpoint mode and available tools. A system that finds one answer-bearing passage can perform differently when asked to recover a whole set of matching results. Compare the exact configurations and scoring rules before carrying a winner from one task to another.

### Read search speed and whole-task speed together

The search-time column measures an API request; task time measures the complete agent run. A faster endpoint may still need more searches to assemble enough evidence. Read both alongside F1 and total task cost when choosing an API for repeated-search workflows.

### Compare prices at the same unit

Price per 1,000 queries measures search calls. Median task cost includes the agent’s model and search spend across a full question. Free allowances, result depth and extra scraping change the bill. Use the recorded prices to interpret these runs and the official pricing links to build a current budget.

### Use independent evidence and reproduce the decision

The code and public dataset sample are linked below. Keep your agent, query set and tool budget fixed while trying alternative search providers. Report the score and cost for each configuration separately. A buying guide is most useful when another team can understand and repeat the comparison.

## Benchmark method and source data

Mean F1 on 45 company-discovery questions with multiple constraints, using the same agent and search results. F1 balances precision and recall; it is distinct from percentage accuracy on a single-answer test. Each row is one measured configuration. Missing measurements appear as a dash. 

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

[Compare multi-search and search-plus-scrape results →](https://openbenchmarks.com/multi-turn-company-search) 

Other studies: [AIMultiple's returned-result evaluation ↗](https://aimultiple.com/agentic-search) · [Artificial Analysis Search Index methodology ↗](https://artificialanalysis.ai/methodology/search-api). Their datasets and scoring differ from the F1 board above.

## Common questions

### What is the best web search API in this comparison?

Best web search API by multi-search quality in this benchmark: Parallel basic, 46.5% F1\. Fastest search: SERP, 2.93s (0.4% F1). Lowest recorded search price: TinyFish, $0.00 per 1,000 queries within its free-tier limits.

### Which benchmark does the main ranking use?

Mean F1 on 45 company-discovery questions with multiple constraints, using the same agent and search results. F1 balances precision and recall; it is distinct from percentage accuracy on a single-answer test.

### 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) [Search providers for LLM applications →](https://openbenchmarks.com/web-search/best-search-providers-for-llm-applications) [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) [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)