ParadeDB vs OpsLevel

Side-by-side comparison of AI visibility scores, market position, and capabilities

AI visibility is closely matched (28 vs 24)
ParadeDB logo

ParadeDB

EmergingInfrastructure

Cloud Services

SF YC S23 transactional Elasticsearch alternative built on Postgres with 400K+ deployments in 12 months; $14M total ($12M Craft Series A 2025) serving Alibaba Cloud/Bilt/Modern Treasury competing with Elastic for Postgres-native search.

AI VisibilityBeta
Overall Score
D28
Category Rank
#22 of 85
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
34
Perplexity
31
Gemini
24

About

ParadeDB is a San Francisco-based database company — backed by Y Combinator (S23) with $14 million in total funding including a $12 million Series A in 2025 led by Craft Ventures with Y Combinator — providing developers and data engineering teams with a transactional Elasticsearch alternative built as a Postgres extension, enabling full-text search, vector search, and analytics directly within existing PostgreSQL databases without managing a separate Elasticsearch cluster. Launched in December 2023, ParadeDB has achieved 400,000+ deployments in 12 months and serves customers including Alibaba Cloud, Bilt Rewards, and Modern Treasury — making high-performance search and analytics available within ACID-compliant Postgres transactions that Elasticsearch cannot support.

Full profile
OpsLevel logo

OpsLevel

EmergingDeveloper Tools

Developer Portal

OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
22
Perplexity
18
Gemini
26

About

OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.

Full profile

AI Visibility Head-to-Head

28
Overall Score
24
#22
Category Rank
#1
64
AI Consensus
67
up
Trend
up
34
ChatGPT
22
31
Perplexity
18
24
Gemini
26
19
Claude
32
30
Grok
28

Key Details

Category
Cloud Services
Developer Portal
Tier
Emerging
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only ParadeDB
Cloud Services
Only OpsLevel
Developer Portal

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