Fireworks vs Knostic

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

Fireworks compared with Knostic
Detail	Fireworks	Knostic
What it does	Own Your Specialized Intelligence	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	Freemium	Freemium
Pricing	Serverless inference with per-token pricing (pay for output, input, and cached tokens). Training pricing from $0.50 to $10.00 per 1M training tokens depending on model size and fine-tuning type. On-demand deployments at $0.134 to $0.334 per minute ($8 to $20 per hour) for various GPU types.	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	Guided training runs Configuration-led training Custom training logic Serverless inference On-demand dedicated deployments Reserved capacity OpenAI compatible API Model library with latest open models Reinforcement learning support Multi-region deployments	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	Drop-in replacement for closed-model APIs with cost savings of 50-75% Instant production deployment from any training checkpoint in seconds Optimized inference engine for industry-leading throughput and latency Elastic and global RL inference scaling Own the complete learning loop for specialized intelligence	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)	80 +1 (up) since last check	62 +1 (up) since last check
Trust Flow (Majestic)	33	16
Citation Flow (Majestic)	52	40
Referring domains (Majestic)	5608	810

5 details filled in for both companies.

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