Web Search / Best web search API for grounding
Independent comparison · 2026

Best Web Search API for Grounding (2026): Search Accuracy, Speed & Cost

Best web search API for grounding by accuracy: Exa fast, 99.3% at $7.00/1,000 queries. Fastest: Parallel turbo, 348ms. Cheapest: TinyFish, $0.00/1,000 queries within free-tier limits.

Compare 11 providers, including Exa, Tavily, Brave, Parallel and Firecrawl, across 19 configurations on 300 questions. Compare web search APIs for grounding, ranked by whether search results support the correct answer.

Best by accuracy

Exa fast

Accuracy
99.3%
Mean search time
652ms
Search price / 1,000 queries
$7.00

Recorded search API price. Model and scrape costs are separate. Official docs ↗ · Pricing ↗

Cheapest search

TinyFish

Accuracy
92.0%
Mean search time
2.62s
Search price / 1,000 queries
$0.00

Free-tier limits apply. Model and scrape costs are separate. Official docs ↗ · Pricing ↗

Compare all 19 configurations → · Open benchmark code ↗ · Public dataset sample ↗

Updated 23 September 2026. Last measured 12 September 2026.

Best web search API for grounding

Search accuracy on 300 company-news questions. Every API receives the same query. Accuracy is whether the results support the correct answer. Mean search time is the search request. This page orders the comparison by accuracy. Prices are the benchmark-recorded rate basis, with the same configurations used for the quality results.

300 questions · 19 configurations · ordered by accuracy
RankProvider & configurationAccuracyMean search timeRecorded $ / 1,000 queriesMean snippet tokensOfficial docs
1Exa fasttype=fast/search99.3%652ms$7.00type=fast · up to 10 results1,987Official docs ↗
2Exa instanttype=instant/search97.7%398ms$7.00type=instant · up to 10 results2,128Official docs ↗
3Perplexity lowsearch_context_size=low/search97.3%1.38s$5.00Search API · POST /search476Official docs ↗
4Linkup fastdepth=fast · outputType=searchResults/v1/search96.7%1.57s$5.00depth=fast · searchResults3,022Official docs ↗
5SERPlimit=10google-search74.p.rapidapi.com96.0%751ms$3.00Pro overage $0.003/request497Official docs ↗
7Brave Search llm-contextcount=10/res/v1/llm/context94.0%601ms$5.00Search plan · LLM Context2,064Official docs ↗
9Parallel basicmode=basic/v1/search93.3%1.68s$5.00mode=basic · 10 results2,330Official docs ↗
10Nimble standardsearch_depth=standard · full_content=false · focus=general/v2/search93.0%861ms$5.00search_depth=standard · full_content=false2,730Official docs ↗
11Tavily advancedsearch_depth=advanced/search93.0%4.29s$16.002 credits · $0.008 PAYG2,210Official docs ↗
12Linkup standarddepth=standard · outputType=searchResults/v1/search92.0%2.55s$5.00depth=standard · searchResults2,983Official docs ↗
14You highlights coreextraction_mode=highlights · knowledge=core/v1/search92.0%889ms$5.00highlights · knowledge=core · same Web Search price assumption2,862Official docs ↗
15You highlightsextraction_mode=highlights/v1/search90.7%628ms$5.00highlights included in Web Search2,837Official docs ↗
16Tavily basicsearch_depth=basic/search87.7%1.88s$8.001 credit · $0.008 PAYG1,639Official docs ↗
17Parallel fastmode=fast/v1/search86.0%942ms$1.00mode=fast · 10 results1,839Official docs ↗
18Nimble litesearch_depth=lite · full_content=false · focus=general/v2/search75.3%3.15s$1.10search_depth=lite · full_content=false413Official docs ↗
19Parallel turbomode=turbo/v1/search71.3%348ms$1.00mode=turbo · 10 results1,853Official docs ↗

Choose the best web search API for grounding

Grounding starts with an answer-bearing result

Accuracy means the search results support the correct answer to a current company-news question. That is the retrieval evidence for grounding an LLM answer. The model that writes the final sentence is held out of the rank; you still need to score your own answer format.

Keep the source with the passage

A grounded answer needs the URL, title and passage that support each claim. Pass those into the prompt as citations and check the claim against the cited passage. A high search score is the retrieval step. Chunk choice and the answer model still change the final text.

Latency of the search versus latency of the answer

Mean search time is the API call that returns the grounding evidence. The user-visible answer also includes prompt construction and generation. Choose a configuration that clears your accuracy bar, then compare search time and price per 1,000 queries inside that set.

Evaluate grounding on your own questions

Build a set with fresh facts, missing evidence and conflicting pages. Keep the answer model fixed and swap the search API. Score retrieval support and final-answer support separately. The company-news questions here are one public factual task, not a substitute for your domain.

Benchmark method and source data

Search accuracy on 300 company-news questions. Every API receives the same query. Accuracy is whether the results support the correct answer. Mean search time is the search request. This page orders the comparison by accuracy. Each row is one measured configuration. Missing measurements appear as a dash.

Open benchmark code ↗ · Public dataset sample ↗ · All benchmark methods →

View the company-news search benchmark →

Common questions

What is the best web search API for grounding?

Best web search API for grounding by accuracy: Exa fast, 99.3% at $7.00/1,000 queries. Fastest: Parallel turbo, 348ms. Cheapest: TinyFish, $0.00/1,000 queries within free-tier limits.

Which benchmark does the main ranking use?

Search accuracy on 300 company-news questions. Every API receives the same query. Accuracy is whether the results support the correct answer. Mean search time is the search request. This page orders the comparison by accuracy.

What does the price per 1,000 queries include?

The recorded search endpoint’s request price. Model-token spend, page scrape and plan conditions are separate. Rows with a task measurement show median task cost in its own column. Check the linked provider terms for current pricing.

Related search API comparisons