Web-search APIs split into two markets: cheap SERP pipes and richer agent search
We scanned 1,398 search results and consolidated 36 currently discussed API-accessible products. Comparable public rates span roughly $0.03 to $25 per 1,000 calls; measured latency claims span about 150 ms to tens of seconds, but scope and benchmark methods differ sharply.
36
products consolidated
$0.03
lowest cited $ / 1k
150 ms
fastest cited latency
7
providers in Search Index
Agent-ready search usually costs $5–$8 per 1,000
Selected products with directly comparable per-1,000 request pricing; lower is better
USD / 1k
A “request” is not standardized: result count, page content, answer generation and token charges vary. Monthly-plan prices were normalized only when the source stated the effective unit rate.
Three practical shortlists
Best low-cost raw SERP
Serper.dev
~0.5 s
$0.30–$1 per 1,000 at cited tiers, with 2,500 free queries and broad framework compatibility.
Best independent-index default
Brave Search API
669 ms
$5 per 1,000, 50 QPS, official MCP plus Python and JavaScript SDK support.
Best benchmark signal
Parallel / Firecrawl
Top mix
Artificial Analysis’ Search Index says Parallel, Firecrawl and Parallel turbo hit the best cost/performance mix.
What the evidence supports
01
Speed claims need workload labels. You.com cites 300 ms p99 and Brave 669 ms, while research/answer modes run from seconds to minutes; comparing them as one product class is misleading. o-mega.ai
02
The strongest broad benchmark is multi-task. Artificial Analysis’ Search Index combines 900 DeepSearchQA questions, 200 BrowseComp facts and 600 AA-Omniscience questions across seven providers. the-decoder.com
03
Single benchmarks can reverse the winner. A SimpleQA-50 retrieval test put Exa first at 64% recall, Bright Data at 58% and Keenable at 52%, while Keenable was about 10× faster than Exa. krabarena.com
04
MCP is now common, not universal. Brave, Tavily, Exa, Firecrawl, SerpAPI, Scavio, KeiroLabs, SERPdive and others advertise first-party or hosted MCP paths; many SERP vendors remain REST-only.
Consolidated market inventory
| Product | Type | Pricing cited | Speed cited | Benchmark / integration |
|---|
Method: 1,398 unique web results scanned across official pages, directories, benchmark reports and comparisons on 21 Aug 2026; 36 canonical products survived deduplication. Values are source-stated and are not laboratory-normalized. “All” means products found with public API/MCP/SDK evidence, not every private, regional or invitation-only service worldwide.