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Tensorant vs condense

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 condense
DetailTensorant logo Tensorantcondense logo condense
What it doesFine-tune and serve open-weight models on your own cloud GPUs without managing ML infrastructure Cut your AI agent bill
StageNot given Not given
FoundedNot given Not given
Based inNot given LT
Pricing modelFreemium Freemium
PricingFree: $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 Proxy API: 15% of savings on provider bill. Models API: $0.40 per 1M tokens removed (Helene 1.1), $0.90 per 1M tokens removed (Adeline 1). Free tier available with Condense Lite (approximately 20% compression).
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
  • Proxy API for seamless integration requiring only one base URL and header change
  • Maintains 98.6% cache hit rate
  • Preserves instructions, questions, answers, code and error messages
  • Direct billing from provider with no stored API keys
  • SOC 2 Type II and ISO 27001 compliance in progress
  • Zero data retention with GDPR export and erasure support
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
  • Removes 37.3% of bills on average sessions and 66-72% on sessions over 800k tokens
  • Pay only 15% of savings on Proxy API with no fee if no savings occur
  • Built around cache architecture rather than against it
  • Public benchmark allowing comparison with alternatives before purchase
  • Operates transparently with audit logs and ability to inspect rewritten requests
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check12 +2 (up) since last check
Trust Flow (Majestic)07
Citation Flow (Majestic)1617
Referring domains (Majestic)312

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