Tensorant vs Agentgates

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

Tensorant compared with Agentgates
Detail	Tensorant	Agentgates
What it does	Fine-tune and serve open-weight models on your own cloud GPUs without managing ML infrastructure	Confidential and open LLM inference for agents, paid per request in USDC
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Freemium	Paid
Pricing	Free: $0 (1 training run per month, 1 model deployment, 1 member); Starter: $49/month (5 training runs per month, 5 model deployments, 1 member); Pro: $199/month (unlimited training runs, 1,000 model deployments, 10 included members, $30/month for each extra seat); Enterprise: custom pricing. Free i	LLM inference: Models priced per million tokens input and output, ranging from $0.043 to $3.63 for input and $0.22 to $18.15 for output (e.g., Qwen3.8 27B route C: $0.043/$1.375, Kimi K3 route B: $3.63/$18.15). Virtual machines: Starter $0.159-$0.169/hour, Standard $0.318-$0.335/hour, Pro $0.636-$0.
Key features	Train models with SFT, DPO, or RL using LoRA or QLoRA Monitor training with real-time loss, time and cost tracking Evaluate models by comparing base and tuned performance Serve models as OpenAI-compatible API or wake-on-demand Support for vision models including Gemma 4 and Qwen3.8 DPO preference learning from paired answers Run budget-controlled experiments with hour and price limits Download adapters as standard LoRA files or publish to Hugging Face	Attested confidential model execution on Intel TDX hardware Open tier LLM inference without attestation Price shown before model execution No account or API key required Virtual machines for AI swarms by the hour Phone numbers and calling with metered pricing Email inboxes with sending allowances Access via HTTP without signup 416 open source models available
What makes it different	No training scripts required; workflow runs in console, CLI or via AI agent GPU costs billed by your provider with zero markup from Tensorant Data stays in your own storage; Tensorant keeps only workflow records Free plan covers complete workflow on one model from import to API Models are downloadable and portable to other platforms	Encrypted memory and disk in processor with no company access to keys Price transparent and settled before request execution No account signup, payment via wallet address Automatic enforcement of calling and messaging consent rules Failed units not charged to customer
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	27 no change since last check
Trust Flow (Majestic)	0	1
Citation Flow (Majestic)	16	29
Referring domains (Majestic)	3	70

5 details filled in for both companies.

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