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unlob

Comparisons

We sell one of the products discussed here, so read accordingly. Every page names at least one scenario where the competitor is the better choice, because a comparison that cannot do that is not worth reading.

Verified 5 August 2026·All figures from primary sources

ProviderOwn index?$ / 1,000 queriesSource

Approximately $25 per 1,000 searches on the Starter plan; the rate falls on higher-volume plans.

No

Scrapes Google, Bing, Baidu and others

$25SerpApi pricing

$14 per 1,000 search queries on Gemini 3.x after 5,000 free prompts per month. Gemini 2.5 models use the older scheme at $35 per 1,000. One prompt can trigger several billed queries.

Yes

Google's index

$14Gemini API pricing

A per-request search fee of roughly $5 to $14 per 1,000 on top of token charges ($1/$1 per million on Sonar, $3/$15 on Sonar Pro). Pro Search mode runs $14 to $22 per 1,000.

Yes

Perplexity index

$14Perplexity API pricing
TavilyAcquired

Credit-based at $0.008 per credit pay-as-you-go. A basic search is 1 credit (~$8 per 1,000), an advanced search 2 credits (~$16 per 1,000), and a deep research request 4 to 250 credits.

No

No publicly documented independent web index

$8Tavily pricing

Base search is $7 per 1,000 requests. Results beyond the first 10 add $1 per 1,000, contents add $1 per 1,000 pages, and AI summaries another $1 per 1,000 — so a realistic RAG call costs more than the headline.

Yes

Proprietary AI-native semantic index

$7Exa pricing

Search is $5 per 1,000 requests. The Answers plan is $4 per 1,000 plus $5 per million tokens.

Yes

40B+ pages, no Google or Bing dependency

$5Brave Search API pricing

$5 per 1,000 queries after the free allowance, capped at 10,000 queries per day.

Yes

Google's index, via Programmable Search Engine

$5Custom Search JSON API pricing

The Turbo search processor is $1 per 1,000; Basic and Advanced are both $5 per 1,000. The Task API, which is what most agent workloads actually use, runs $5 to $2,400 per 1,000 depending on processor.

Yes

Proprietary web index and retrieval infrastructure

$1Parallel pricing

$1 per 1,000 on the Starter plan, falling to about $0.30 per 1,000 at high volume.

No

Google SERP wrapper

$1Serper pricing

Roughly $0.60 to $1 per 1,000 SERPs depending on endpoint, priority and volume.

No

SERP data collection at scale

$0.60DataForSEO pricing

$29 per month for 50,000 requests.

Yes

Our own crawl and index

$0.58This page

$199 per month for 500,000 requests.

Yes

Our own crawl and index

$0.40This page
Rates are the cheapest directly comparable web search call — roughly ten results, no extraction and no summarisation — because that is the only way a table across credit systems, token pricing and per-request pricing means anything. Where a vendor does not publish a flat per-1,000 rate they are omitted from this table and covered in full on the landscape page. Figures read from each vendor’s own pricing page on 5 August 2026.

unlob compared with

unlob vs Parallel Search

$1/1k

Two own-index, agent-first search APIs with the same founding thesis. Parallel has $230M and 100,000 developers; unlob is a quarter of the price and traverses a coverage graph.

unlob vs Exa

$7/1k

Exa is the best-funded neural search API in the category at a $2.2B valuation. unlob is 17.5× cheaper and adds graph traversal and coverage auditing.

unlob vs the Brave Search API

$5/1k

Brave runs a genuinely independent index of 40B+ pages. It ended its free tier in February 2026 and costs 12.5× more per query.

Free developer tier removed February 2026

unlob vs Tavily

$8/1k

Tavily pioneered LLM-shaped search responses and was acquired by Nebius for $275M in February 2026. It does not own an index; unlob does, at a twentieth of the price.

Acquired by Nebius Group for $275M, February 2026

unlob vs Grounding with Google Search

$14/1k

Google’s first-party grounding gives Gemini the best index in the world at $14 per 1,000 search queries — 35× unlob, and only usable from Gemini.

unlob vs Perplexity Sonar

$14/1k

Sonar returns a synthesised answer with citations. unlob returns results you control, at a fraction of the per-request search fee.

unlob vs Serper

$1/1k

Serper is the cheapest way to get raw Google results into an agent. It is also a Google SERP wrapper, with everything that implies.

unlob vs SerpAPI

$25/1k

SerpAPI is the mature multi-engine SERP API. At roughly $25 per 1,000 it is 62× unlob, and it is a scraping product rather than an index.

unlob vs Firecrawl

Firecrawl turns URLs into clean markdown. unlob finds the URLs. They are complements more often than alternatives.

unlob vs Linkup

Linkup is a well-regarded grounding API with a sub-second tier and native parallel search. unlob owns its index and publishes a flat rate.

unlob vs Valyu

Valyu spans web plus licensed proprietary corpora with publisher attribution. unlob is open-web only, at a published flat rate.

unlob vs Diffbot

Diffbot runs one of the few independent commercial crawls and a structured Knowledge Graph of entities. unlob indexes passages and exposes a coverage graph over them.

unlob vs Bright Data

Bright Data is proxy and unblocking infrastructure at industrial scale. unlob is a search index. Different layers of the stack.

unlob vs DataForSEO

$0.60/1k

DataForSEO is the cheapest SERP data in the market at roughly $0.60–1 per 1,000. It is built for SEO tooling, not for agents.

unlob vs Google Custom Search JSON API

$5/1k

Google’s Programmable Search gives you real Google results at $5 per 1,000, with a hard 10,000-per-day ceiling and terms written for site search.

unlob vs Grounding with Bing Search

Microsoft’s designated successor to the retired Bing Search API, available only inside Azure AI Foundry. A platform commitment, not an API swap.

unlob vs the OpenAI web search tool

OpenAI’s built-in search tool needs no integration if you are already on the Responses API — and gives you no control over retrieval.

unlob vs Jina Reader

Jina Reader converts a URL to markdown with a URL prefix. unlob finds which URLs matter and returns their text.

unlob vs Mojeek

Mojeek has crawled and indexed the web independently since 2004. unlob is a newer index built specifically for agent retrieval.

Comparisons we are not part of

These questions get asked constantly and answered badly, usually by one of the participants. We have no stake in the outcome of any of them.

Or skip the reading

10,000 free requests a month, no card. Run your own queries against both and decide from results rather than tables.