Fastest web search API for company search
Ranked on the multi-hop search task of the web search benchmark. Each question combines three or four constraints. Rankings do not transfer from factual lookup or hard retrieval.
SERP (RapidAPI) (serp) has the lowest median agent time at 31.4s on this run.
Fastest for a research-agent loop. Read Median time. F1 stays in the table so a fast incomplete set is visible.
Most accurate · Fastest · Cheapest · Full benchmark
Ranking, sorted by median time
| Provider | Endpoint & configuration | F1 | Precision | Recall | Exact set | Median time | Mean turns | Cost / agent run | Measured on |
|---|---|---|---|---|---|---|---|---|---|
| SERP (RapidAPI) | GET google-search74.p.rapidapi.comserp | 0.4 ± 0.6 | 0.7 ± 1.3 | 0.3 ± 0.4 | 0.0 ± 0.0 | 31.4 s | 7.8 | $0.103 | 45 questions135 agent runs |
| Brave Search | GET /res/v1/web/searchbrave | 28.0 ± 1.7 | 66.9 ± 8.5 | 19.3 ± 0.5 | 0.7 ± 1.3 | 43.5 s | 8.0 | $0.269 | 45 questions135 agent runs |
| Exa | POST /search type=instantexa-instant | 43.3 ± 1.0 | 82.6 ± 3.8 | 32.2 ± 0.5 | 3.0 ± 1.3 | 49.8 s | 7.3 | $0.601 | 45 questions135 agent runs |
| Seltz | POST /v1/search scope=companiesseltz-companies | 14.5 ± 0.9 | 40.0 ± 3.1 | 9.4 ± 0.7 | 0.0 ± 0.0 | 55.2 s | 7.3 | $1.508 | 45 questions135 agent runs |
| Linkup | POST /v1/search depth=fastlinkup-fast | 41.1 ± 1.7 | 82.8 ± 1.0 | 30.3 ± 1.5 | 0.7 ± 1.3 | 64.2 s | 7.4 | $0.837 | 45 questions135 agent runs |
| Parallel | POST /v1/search mode=basicparallel-basic | 41.4 ± 3.0 | 84.7 ± 6.1 | 29.9 ± 2.6 | 2.2 ± 0.0 | 69.1 s | 7.3 | $1.008 | 45 questions135 agent runs |
| Linkup | POST /v1/search depth=standardlinkup-standard | 40.6 ± 0.9 | 84.0 ± 7.9 | 29.7 ± 1.4 | 1.5 ± 2.6 | 72.3 s | 7.3 | $0.837 | 45 questions135 agent runs |
| Firecrawl | POST /v2/searchfirecrawl | 30.4 ± 1.1 | 77.3 ± 4.4 | 20.7 ± 0.7 | 2.2 ± 0.0 | 75.0 s | 7.9 | $0.278 | 45 questions135 agent runs |
| Parallel | POST /v1/search mode=advancedparallel-advanced | 40.8 ± 1.1 | 86.7 ± 2.0 | 29.2 ± 1.3 | 2.2 ± 0.0 | 87.4 s | 7.3 | $0.614 | 45 questions135 agent runs |
| Exa | POST /search type=deepexa-deep | 45.4 ± 2.0 | 83.2 ± 3.0 | 33.7 ± 1.4 | 1.5 ± 1.3 | 89.5 s | 7.4 | $0.656 | 45 questions135 agent runs |
| Tavily | POST /search search_depth=advancedtavily-advanced | 41.1 ± 2.3 | 83.7 ± 4.2 | 29.8 ± 1.7 | 2.2 ± 0.0 | 92.2 s | 7.4 | $0.910 | 45 questions135 agent runs |
F1, precision, recall, and exact-set accuracy are percentages reported as mean ± sample SD across three independent runs; each run aggregates all 45 questions. SD is measured in percentage points. Median time is the median end-to-end time across all runs for each vendor.
Search plus fetch, same sort
| Provider | Endpoint & configuration | F1 | Precision | Recall | Exact set | Median time | Mean turns | Cost / agent run | Measured on |
|---|---|---|---|---|---|---|---|---|---|
| SERP (RapidAPI) | GET google-search74.p.rapidapi.comserp | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 33.4 s | 7.8 | $0.103 | 45 questions135 agent runs |
| Brave Search | GET /res/v1/web/searchbrave | 29.4 ± 1.6 | 73.5 ± 5.8 | 20.4 ± 0.9 | 1.5 ± 1.3 | 45.1 s | 8.0 | $0.273 | 45 questions135 agent runs |
| Exa | POST /search type=instantexa-instant | 44.9 ± 0.9 | 85.9 ± 2.5 | 33.5 ± 0.9 | 5.2 ± 1.3 | 52.5 s | 7.5 | $0.606 | 45 questions135 agent runs |
| Seltz | POST /v1/search scope=companiesseltz-companies | 16.3 ± 1.5 | 49.5 ± 2.4 | 10.2 ± 1.2 | 0.0 ± 0.0 | 60.1 s | 7.5 | $1.530 | 45 questions135 agent runs |
| Linkup | POST /v1/search depth=fastlinkup-fast | 39.9 ± 1.3 | 85.3 ± 3.6 | 28.6 ± 1.3 | 0.7 ± 1.3 | 68.0 s | 7.3 | $0.822 | 45 questions135 agent runs |
| Parallel | POST /v1/search mode=basicparallel-basic | 42.0 ± 4.0 | 87.0 ± 7.6 | 30.2 ± 3.2 | 3.0 ± 1.3 | 71.7 s | 7.2 | $0.949 | 45 questions135 agent runs |
| Linkup | POST /v1/search depth=standardlinkup-standard | 42.0 ± 1.8 | 90.7 ± 2.0 | 30.5 ± 2.0 | 3.0 ± 3.4 | 81.0 s | 7.5 | $0.846 | 45 questions135 agent runs |
| Firecrawl | POST /v2/searchfirecrawl | 33.2 ± 2.1 | 83.3 ± 0.8 | 22.7 ± 1.8 | 1.5 ± 1.3 | 82.1 s | 7.9 | $0.294 | 45 questions135 agent runs |
| Parallel | POST /v1/search mode=advancedparallel-advanced | 42.4 ± 1.1 | 89.2 ± 2.1 | 30.0 ± 1.3 | 2.2 ± 0.0 | 83.9 s | 7.4 | $0.599 | 45 questions135 agent runs |
| Tavily | POST /search search_depth=advancedtavily-advanced | 41.0 ± 1.3 | 89.4 ± 6.0 | 29.1 ± 0.7 | 2.2 ± 0.0 | 92.6 s | 7.3 | $0.813 | 45 questions135 agent runs |
| Exa | POST /search type=deepexa-deep | 48.2 ± 2.1 | 89.4 ± 1.2 | 36.0 ± 2.2 | 2.2 ± 2.2 | 95.8 s | 7.5 | $0.639 | 45 questions135 agent runs |
F1, precision, recall, and exact-set accuracy are percentages reported as mean ± sample SD across three independent runs; each run aggregates all 45 questions. SD is measured in percentage points. Median time is the median end-to-end time across all runs for each vendor.
Common questions
What is the fastest web search API for company search?
SERP (RapidAPI) (serp) has the lowest median agent time at 31.4s. F1 is in the table so a fast incomplete set is visible.