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Tensorant vs kibbu

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 kibbu
DetailTensorant logo Tensorantkibbu logo kibbu
What it doesFine-tune and serve open-weight models on your own cloud GPUs without managing ML infrastructure Run your product's AI features on machines you already own
StageNot given Not given
FoundedNot given Not given
Based inNot given IL
Pricing modelFreemium Not given
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 Not given
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
  • OpenAI-compatible API
  • Zero data retention
  • Automatic idle detection and workload routing
  • MDM-based agent installation
  • Cloud fallback with transparent logging
  • Support for Macs, Windows and Linux
  • Memory and speed estimation for models
  • Optional on-premises deployment
  • Data routing controls for sensitive workloads
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
  • Costs stay flat as you grow because you pay for electricity instead of per-token cloud fees
  • Only uses idle time, stepping back immediately when users return
  • Code stays the same - just change the API base URL and key
  • Works with hardware you already own without buying new equipment
  • No data storage of prompts or responses
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last checkNot checked yet −1 (down) since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)1616
Referring domains (Majestic)33

3 details filled in for both companies.

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