Diffbot NL

AI

Natural language processing — NER, sentiment, facts, summarization.

94.0
out of 100

High accuracy (85.5%) — responses consistently matched expected behavior. Very reliable — 10/10 requests got a response. Median response time: 1225ms (p95: 1678ms).

Last tested: 3/26/2026, 2:55:10 PM

What AI models say

GPT-4o-mini

Natural language processing is executed with impressive accuracy and a decent range of capabilities, including NER and sentiment analysis, though some requests like empty content strings prompt unnecessary errors. Overall, while response times can lag on complex analyses, the quality remains consistently high, especially for tasks like sentence segmentation, making it a solid choice for developers needing robust text processing.

Haiku

Diffbot NL handles core NLP tasks reliably—NER, sentiment, and summarization all work as advertised—but the 1.2+ second latency makes it unsuitable for any real-time application, and it chokes predictably on edge cases like empty inputs. For batch processing or non-urgent analysis, it's solid; for anything customer-facing, look elsewhere.

Accuracy (40%)
85.5
Reliability (30%)
100.0
Latency (20%)
99.2
Cost Efficiency (10%)
100.0

Test Examples

Real requests we sent and the responses we received.

Language detection on English text

POST /diffbot-nl/analyzetypical1115ms
100%

{"data":{"language":"en"},"success":true}

Sentence segmentation on paragraph with multiple sentences

POST /diffbot-nl/analyzetypical982ms
100%

{"data":{"sentences":[{"endOffset":31,"beginOffset":0},{"endOffset":59,"beginOffset":32},{"endOffset":81,"beginOffset":60}]},"success":true}

Basic NER extraction on a simple sentence

POST /diffbot-nl/analyzetypical1221ms
95%

{"data":{"entities":[{"name":"Apple Inc.","allUris":["http://www.wikidata.org/entity/Q312"],"allTypes":[{"name":"organization","dbpediaUri":"http://dbpedia.org/ontology/Organisation","diffbotUri":"htt

Empty content string

POST /diffbot-nl/analyzeadversarial65ms
30%

HTTP 400

Service Details

API AccessOpenAPI3rd Party
POST /diffbot-nl/analyze
Endpoint: https://diffbot-nl.mpp.paywithlocus.com
Status: active
Discovered: 3/24/2026
Tests run: 10
Last tested: 3/26/2026

Test History

3/26/2026, 2:54:53 PM
score: 86%p50: 1225ms

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