Together AI vs Fulcra

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

Together AI compared with Fulcra
Detail	Together AI	Fulcra
What it does	The AI Native Cloud	The user-owned context backend for AI agents
Stage	Not given	Growing
Founded	Not given	Not given
Based in	Not given	US
Pricing model	freemium	freemium
Pricing	Serverless inference with pay-per-use token pricing ($0.0015 to $4.50 per 1M tokens for chat/vision models). Provisioned throughput with reserved PTUs for committed capacity. Dedicated GPU endpoints at $5.49-$8.99 per hour. Fine-tuning from $0.34-$40 per 1M tokens. GPU clusters at $1.99-$9.99 per GP	Not given
Key features	GPU clusters at scale with autoscaling Voice agent infrastructure with sub-second latency Comprehensive model library with 25+ regions	One user-owned context for every agent Agents wake up to what changed since their last loop Readable, traceable context with every change logged End-to-end encryption with AES-256 Granular sharing controls with revocable access Right to export, delete, and transparency Context that travels across AI products and models
What makes it different	2x faster inference powered by cutting-edge research optimization 60% lower cost with workload-specific optimization 90% faster pre-training with Together Kernel Collection Research-optimized infrastructure with proprietary kernels Single unified API across multiple model providers	User-owned context that travels with you across AI products Traceable agent activity with full visibility and control Agents coordinate through shared context without learning being trapped in silos End-to-end encryption with no data selling
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)	81 no change since last check	26 no change since last check
Trust Flow (Majestic)	36	20
Citation Flow (Majestic)	56	40
Referring domains (Majestic)	8195	593

4 details filled in for both companies.

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