Tensorant vs offrec

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 offrec
Detail	Tensorant	offrec
What it does	Fine-tune and serve open-weight models on your own cloud GPUs without managing ML infrastructure	Zero-retention inference for frontier models
Stage	Not given	Startup
Founded	Not given	Not given
Based in	Not given	MX
Pricing model	Freemium	Freemium
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	Pay as you go from $10. Monthly subscriptions: Run $19/month, Run Plus $99/month (5× allowance), Run Max $199/month (10× allowance). Model pricing per million tokens varies: qwen3.8-max $2.00 input/$6.00 output, claude-haiku-5-5 $0.10 input/$0.50 output, claude-sonnet-5 $2.00 input/$10.00 output, cl
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	Zero-retention guarantees with signed cryptographic receipts for every API call OpenAI-compatible API endpoint Web-based chat interface with encrypted conversations Access to 15+ frontier models including Claude, Gemini, Qwen, DeepSeek Python SDK and R package support Receipts show token usage, cost, model, provider and retention basis No data storage on offrec infrastructure Models run on managed third-party providers
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	Every call returns a cryptographically signed receipt proving zero retention No need to negotiate zero-retention terms with each provider individually Unified access to frontier models from multiple labs via single API key Offrec owns no infrastructure; models run on managed providers Verifiable accountability through transparent receipt system
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	16	0
Referring domains (Majestic)	3	0

5 details filled in for both companies.

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