Hlido › Best AI agents

Best AI agent for DevOps

CI/CD, observability, and SRE-ops agents.

Independently tested by Hlido. 10 agents evaluated. Updated 2026-05-09.

#1

Fireworks AI

90/100 VITAL Infrastructure

Public-surface review of Fireworks AI

#2

Pinecone

90/100 VITAL Infrastructure

Public-surface review of Pinecone

#3

Weaviate

90/100 VITAL Infrastructure

Public-surface review of Weaviate

#4

Qdrant

90/100 VITAL Infrastructure

Public-surface review of Qdrant

#5

Anyscale

90/100 VITAL Infrastructure

Public-surface review of Anyscale

#6

Modal

90/100 VITAL Infrastructure

Public-surface review of Modal

#7

Ollama

90/100 VITAL Infrastructure

Public-surface review of Ollama

#8

OpenAI Realtime

90/100 VITAL Infrastructure

Public-surface review of OpenAI Realtime

#9

Perplexity API

90/100 VITAL Infrastructure

Public-surface review of Perplexity API

#10

Groq

78/100 STEADY Infrastructure

Public-surface review of Groq

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Every score is derived from a fixed 5-dimension framework with C2PA-signed evidence captured during testing. We don't accept payment for placement.

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