Replicate vs Knostic

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Replicate compared with Knostic
Detail	Replicate	Knostic
What it does	Run and fine-tune models. Deploy custom models. All with one line of code.	Control plane for agentic AI security on the endpoint
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Paid	Freemium
Pricing	Most models billed by time based on hardware used (CPU $0.000100/sec, T4 GPU $0.000225/sec, L40S GPU $0.000975/sec). Some models billed by input/output tokens or generated items. Private custom models billed for all uptime; fast-booting fine-tunes billed only for active processing.	Kirin: Free ($0/mo) for individual developers and small teams (1-5 users), Team plan at $15/mo per user for growing teams (5+ users), Enterprise plan with custom pricing. AgentMesh: Free ($0/mo) with 300 items per category, Premium at $15/mo per user, Pro at $850/mo per user for unlimited API access
Key features	Run thousands of community-contributed open-source models Fine-tune models with custom data to create specialized versions Deploy custom models using Cog, an open-source packaging tool Automatic scaling based on demand Pay only for compute time used Image generation from text	Policy enforcement before agent execution Blocks prompt injections and rogue agent actions Real-time detection of malicious behavior MCP server scanning and blocking Shadow AI discovery across organization Secrets detection and prevention Skills and extensions vetting Dangerous artifacts rejection Support for Cursor, Claude Code, GitHub Copilot, Windsurf Minute-level deployment
What makes it different	One-line code interface for running models without ML expertise Automatic infrastructure scaling without manual management Open-source community with thousands of production-ready models Fine-tuning capability to customize models for specific tasks	Visibility into shadow AI across enterprise systems Unified control plane for multiple coding agents and IDEs Supply chain threat discovery before components run Secure coding enforcement with threat modeling
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	83 no change since last check	62 +1 (up) since last check
Trust Flow (Majestic)	45	16
Citation Flow (Majestic)	61	40
Referring domains (Majestic)	11568	810

5 details filled in for both companies.

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