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Tensorant vs Avian

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 Avian
DetailTensorant logo Tensorant Avian
What it doesFine-tune and serve open-weight models on your own cloud GPUs without managing ML infrastructure Fast, affordable AI inference API with pay-per-token pricing and dedicated GPU compute
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelFreemium Paid
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 Inference API: DeepSeek V4.1 Flash from $0.1275/M input tokens and $0.51/M output tokens. DeepSeek V4 Flash from $0.14/M input and $0.28/M output. DeepSeek V4 Pro 0813 from $0.561/M input and $1.683/M output. MiniMax M3 from $0.255/M input and $1.02/M output. GLM-5.3 from $1.19/M input and $3.74/M o
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
  • Pay-per-token pricing with no subscriptions or minimums
  • Access to 10+ frontier open-source models including DeepSeek, MiniMax, GLM, Kimi and MiMo
  • OpenAI-compatible API for drop-in integration
  • NVIDIA B200 and B300 GPUs with speculative decoding
  • Multi-region deployment for low-latency responses
  • Zero cold start times with always-warm inference
  • SOC/2 approved infrastructure with zero data retention
  • Dedicated 8-GPU HGX nodes available prepaid for 12-36 months
  • Compatible with 20+ coding tools including Cursor and Claude Code
  • Vision analysis, web search and native tool calling built-in
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
  • Industry-leading inference speed: 489 tokens per second on DeepSeek V4.1 Flash
  • Dramatically lower costs than competitors: $0.51 per million output tokens vs $10.00 for GPT-4o
  • First to deploy DeepSeek R1 at scale with 351 tokens per second
  • Enterprise-grade security with SOC/2, GDPR compliance and zero data retention
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check48 −1 (down) since last check
Trust Flow (Majestic)08
Citation Flow (Majestic)1635
Referring domains (Majestic)3355

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