Scrapingdog alternatives in 2026
Answers and sources at $5 per 1,000.
Scrapingdog sells monthly credits shared by all its APIs, from $40 for 200,000 to $10,000 for 295,000,000. A Google search costs 5 credits, or 10 for the advanced search, and returns the results page as JSON.
SpecStream is the live web data engine. Its Search API returns the answer with the page it was read on and every source, at $5 per 1,000 searches from top-ups that never expire. It scores 97.9 on SimpleQA Verified.
New accounts get $10 of credit, no card. It covers 2,000 searches.
SpecStream and Scrapingdog side by side
| SpecStream | Scrapingdog | |
|---|---|---|
| What a call returns | GET /v1/web-search returns an answer with the value, the page it was read on and the time it was read, rows with the facts the request asks for, and sources in rank order with url, title, snippet and the published date when the result gives one | Google's results page as JSON from GET https://api.scrapingdog.com/google: organic_results, local_results, ai_overview and peopleAlsoAskedFor |
| Price | $5 for up to 10 results, the same rate on every plan. num=100 costs $0.059 a call | Monthly credits shared by every API: LITE $40 for 200,000, STANDARD $90 for 1,000,000, BUSINESS PLUS $1,000 for 19,000,000, GLOBAL ELITE $10,000 for 295,000,000 |
| What one search costs | $0.005 for up to 10 results, and $0.006 for each started block of 10 more | 5 credits for a standard Google search, 10 credits for the advanced search |
| Volume | The fast search takes up to 8,800 searches a minute on one account. A call over that gets a 429 with Retry-After and is not charged | 5 concurrent requests on LITE, 50 on STANDARD, 250 on BUSINESS PLUS, 900 on GLOBAL ELITE |
| When the balance runs out | Calls spend from your balance, inside the spending limit you set on the key. A top-up never expires | Plans renew monthly. Annual billing adds 2 months |
| Failed calls | A 429 with Retry-After charges nothing. With an Idempotency-Key, a retried call is charged once | Failed requests are never charged |
| Free to start | $10 of credit, no card. That is 2,000 searches, or up to 200 rows at 5¢ | 100 free credits, no credit card. That is 20 standard Google searches |
| What answers the call | The whole live web, read at the moment of the call. 97.9 F-score on all 1,000 SimpleQA Verified questions (978 correct) and 64.0 item F1 on all 200 WideSearch tasks | Google's results page, read at each call |
| The text of the pages | Add passages=true and each source carries an excerpt of its page, up to about 3,500 characters. The Extract API returns the main text of up to 20 pages or documents (PDF, Word, Excel) a call, at $0.80 per 1,000 pages | The snippet Google shows for each organic result. Pages are read with Scrapingdog's other APIs, on the same credits |
| Data already held | Public databases read every morning at specstream.ai/data: every company that filed a Form D since 2023 with its filing history, nearly 2 million US nonprofits, every US bank failure since 1934, federal rules, open federal contracts and grants, and local businesses. Signals such as funding rounds, new executives and layoffs at specstream.ai/signals | Results pages fetched one query at a time |
| Every match as structured rows | Deep Search: a request in plain words returns every match on the live web as rows that meet each condition you wrote, at 5¢, 15¢ or $1 a row, plus 5¢ for an email and 15¢ for a phone. The most a run can cost is quoted before it starts, and nothing runs until you approve it | One results page per call, set with page |
| Reruns and change labels | Hourly to yearly. Each row comes back labeled changed, unchanged or no longer matching. A changed row costs half its rate, an unchanged row 1¢ | Each call is a new request, charged in credits |
| Where the data goes | Google Sheets, Excel, Airtable, Notion, monday.com, HubSpot, Salesforce, Pipedrive, Attio, Slack, Teams, Zapier, Make, n8n and signed webhooks. Agents use the MCP server, the REST API, the Python and TypeScript SDKs, a CLI and A2A | A JSON response to the code that called the API |
Why teams move from Scrapingdog to SpecStream
One call returns the answer and its sources
A Scrapingdog call returns the blocks of Google's results page, and your code works out the answer. A SpecStream call takes the question in everyday words and returns the value with the page it was read on, the rows the question asks for, and every source in rank order.
curl "https://api.specstream.ai/v1/web-search?q=Who+is+the+CEO+of+Mistral+AI&num=10" \
-H "Authorization: Bearer $SPECSTREAM_API_KEY"When your product reads a results list, POST https://api.specstream.ai/serper/search returns organic[] with position, title, link and snippet, at the same $0.005 a search.
The most accurate web search API in the world
The SpecStream Search API scores a 97.9 F-score on all 1,000 official SimpleQA Verified questions, with 978 correct. On WideSearch it scores 64.0 item F1 and 43.4 row F1 on all 200 official tasks, and the Extract API scores 0.908 F1 on WCXB. The scores and the method are at specstream.ai/benchmarks.
$5 per 1,000 searches from top-ups that do not expire
Scrapingdog's credits come with a monthly plan, and one credit pool pays for every API on it. SpecStream charges one price for a search on every plan: $0.005 for up to 10 results, from top-ups that never expire. A call stopped by a 429 charges nothing, and the most a key can spend is the limit you set on it.
About one second a search, at up to 8,800 a minute
Every results list route runs the fast search unless the call asks for page text, the answer or results past the first ten. On November 9, 2026 production took 1 to 20 fast searches a second and answered 718 of 720: the median was 0.82 s at 1 search a second and 1.07 s at 20 a second, and the 95th percentile stayed between 1.09 and 1.73 s. One account takes up to 8,800 searches a minute, and a call over that gets a 429 with Retry-After and is not charged.
Zero retention on any key
Set zero_retention when you create a key, or later. A search made with that key keeps no request text and no answer after the reply: it is not in the history, its answer is not reused for another call, and its log lines carry neither. The charge keeps the account, the key, the request ID, the price and the time.
curl -X POST https://api.specstream.ai/v1/account/keys \
-H "Authorization: Bearer $SPECSTREAM_API_KEY" -H "Content-Type: application/json" \
-d '{"name": "production", "scopes": ["account:read", "finds:spend"], "spend_cap_cents": 500000, "zero_retention": true}'Search, pages and rows on one key
A product that calls Scrapingdog still has to read the pages and build its own records. On SpecStream the same key reads up to 20 pages or documents a call with the Extract API at $0.80 per 1,000 pages, and runs Deep Search, which returns every match on the live web as structured rows at 5¢, 15¢ or $1 a row. 10,000 rows with 5 facts each cost $500, and the most a run can cost is approved before it starts. Save a request and it reruns hourly to yearly, with each row labeled changed, unchanged or no longer matching.
Other Scrapingdog alternatives
SpecStream
The live web data engine for teams and agents. Its Search API costs $5 per 1,000 searches, returns the answer with its page and every source, and scores 97.9 F-score on all 1,000 official SimpleQA Verified questions. The Extract API costs $0.80 per 1,000 pages, and Deep Search returns every match as structured rows at 5¢, 15¢ or $1 a row.
SerpApi
A results page API for Google and other engines, sold by monthly plan: Starter at $25 for 1,000 searches with 200 an hour, Developer at $75 for 5,000. Cached, errored and failed searches are not counted. On SpecStream $25 pays for 5,000 searches, and a top-up never expires.
ScrapingBee
A scraping API billed in monthly credits: Freelance costs $49 a month for 250,000 credits and Startup $99 for 1,000,000, with 1,000 free credits to try it. SpecStream reads pages with the Extract API at $0.80 per 1,000 pages, and does not charge a page with no text.
Serper
Google results sold as prepaid credits with no monthly subscription, from $1.00 per 1,000 on the 50k pack. The first 2,500 queries are free, no credit card. SpecStream answers Serper's own call at https://api.specstream.ai/serper/search, in Serper's JSON, for $5 per 1,000 searches.
How SpecStream scores
The same numbers as the benchmarks page, from the official tasks and scorers.
| SpecStream |  Parallel |  Exa |  Tavily |  Perplexity | |
|---|---|---|---|---|---|
| Web researchWideSearch, GPT-5.6 Luna | 60.9 | 45.5 | 53.0 | 47.9 | 47.0 |
| Factual accuracySimpleQA Verified, GPT-5.6 Luna | 96 | 94 | 91 | 94 | 94 |
| Factual accuracySimpleQA Verified, GPT-5.6 Sol | 99 | 97 | 91 | 92 | 95 |
How to switch from Scrapingdog
1. Create a key under Agents & API in the workspace. A new account gets $10 of credit, no card, which covers 2,000 searches.
2. Send the question to GET https://api.specstream.ai/v1/web-search with the key as a Bearer token, where your code calls https://api.scrapingdog.com/google with query today. num sets the results from 1 to 100.
import requests
reply = requests.get(
"https://api.specstream.ai/v1/web-search",
params={"q": "Who is the CEO of Mistral AI", "num": 10},
headers={"Authorization": f"Bearer {SPECSTREAM_KEY}"},
).json()["data"]
print(reply["answer"])
for source in reply["sources"]:
print(source["url"], source["title"], source["snippet"])3. Where your code reads organic_results, read sources (each with url, title and snippet), or call POST https://api.specstream.ai/serper/search and read organic[], whose items carry position, title, link and snippet.
import requests
reply = requests.post(
"https://api.specstream.ai/serper/search",
headers={"X-API-KEY": SPECSTREAM_KEY},
json={"q": "Who is the CEO of Mistral AI", "num": 10, "page": 1},
).json()
for result in reply["organic"]:
print(result["position"], result["title"], result["link"], result["snippet"])4. Set a spending limit on the key. A call of up to 10 results costs $0.005, and num=100 costs $0.059.
When your product needs the whole dataset in place of a results page, write the request in plain words. SpecStream reads it back as the conditions every row must meet and the facts to bring back, quotes the most it can cost, and delivers the rows after you approve.
Frequently asked questions
Something we didn't answer? Talk to a human
How much does the Scrapingdog Google Search API cost?
What is the best Scrapingdog alternative?
Does Scrapingdog charge for failed requests?
429 charges nothing, and an Idempotency-Key makes a retried call count once.Is there a free Scrapingdog alternative?
Can SpecStream read the pages too?
passages=true on a search adds the text of each source, up to about 3,500 characters.Does SpecStream have an API?
GET /v1/web-search at $5 per 1,000 searches of up to 10 results. The Extract API is POST /v1/extract at $0.80 per 1,000 pages. Deep Search takes a request in plain words and returns structured rows. Python and TypeScript SDKs, a CLI and A2A cover the same calls.Does SpecStream have an MCP server?
https://api.specstream.ai/mcp over Streamable HTTP, with OAuth or an API key. The search_web tool runs a search for $0.005, and the agent spends from the same balance as your team, inside the limits you set on its key.Sources
SpecStream wrote this page. Each rival figure comes from that company's own page.
- SpecStream pricingspecstream.ai/pricing, read Nov 9, 2026
- SpecStream for agentsspecstream.ai/agents.md, read Nov 9, 2026
- SpecStream benchmarksspecstream.ai/benchmarks, read Nov 9, 2026
- SpecStream dataspecstream.ai/data, read Nov 9, 2026
- SpecStream signalsspecstream.ai/signals, read Nov 9, 2026
- Scrapingdog pricingscrapingdog.com/pricing, read Nov 9, 2026
- Scrapingdog Google Search API docsdocs.scrapingdog.com/google-search-api, read Nov 9, 2026
- Scrapingdog Google Search APIscrapingdog.com/google-search-api, read Nov 9, 2026
- SerpApi pricingserpapi.com/pricing, read Nov 9, 2026
- ScrapingBee pricingscrapingbee.com/pricing/, read Nov 9, 2026
- Serper homepage and pricingserper.dev/, read Nov 9, 2026