HITL Provider

Humanloop

Strong enterprise-grade LLM evals and agent platform with excellent security/docs, but critically undermined by imminent shutdown post-Anthropic acqui-hire.

60
Trust score
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✓ Our Verdict

Platform sunsetting September 8, 2025; team acqui-hired by Anthropic

Trust Breakdown

60
Trust scoreCaution
AGENT
40
Autonomous workflow delegation
TRUST
30
Transparency & verification
INTEROP
60
Protocol compatibility breadth
SECURE
85
Security controls & audit trail
DOCS
85
Documentation completeness
How these scores are calculated →

What It Actually Does

Strong enterprise-grade LLM evals and agent platform with excellent security/docs, but critically undermined by imminent shutdown post-Anthropic acqui-hire.

Fit Assessment

Best for

Agent System
60
Humanloop
Caution · 60/100
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Score Breakdown

AGENT
40
Autonomous workflow delegation
TRUST
30
Transparency & verification
INTEROP
60
Protocol compatibility breadth
SECURE
85
Security controls & audit trail
DOCS
85
Documentation completeness

Protocol Support

MCP—
A2A—
A2H✓
REST API—
Agent-callable—

Capabilities

Transaction capable—
ACP support—
Audit trace—

Pricing

Free

Workflow Fit

Agent System

Related Categories

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Composite score: 60
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