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Computable vs Loops

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

Computable compared with Loops
DetailComputable logo ComputableLoops logo Loops
What it doesOpen-source price index for GPU compute updated every 15 minutes Python SDK for LoRA fine-tuning with supervised fine-tuning and reinforcement learning
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Not given
PricingNot given Not given
Key features
  • Open-source repository with collector and calculation code
  • MCP interface for autonomous agents, anonymous and read-only
  • Covers H100, H200, B200, and B300 GPU models
  • Fully transparent methodology with published parameters
  • Verifiable and reproducible calculations from public record
  • forward_backward() operation for computing loss and accumulating gradients
  • optim_step() for updating the adapter
  • sample() for generating from current or saved policy
  • save_state() to save and resume training state
  • Tinker API compatibility
  • Separate trainer and sampler resources
  • Synchronous and asynchronous RL patterns
  • Frozen base model weights with LoRA adapter updates
  • Support for open models from Qwen, Google, DeepSeek, Moonshot AI, NVIDIA, and Z.ai
What makes it different
  • First open-source price index for GPU compute with fully transparent methodology
  • Data, method, and code are all public and verifiable
  • Resistant to manipulation and outliers through interquantile mean voting
  • Fault-tolerant design that maintains integrity when sources fail or vanish
  • Updated every 15 minutes with real-time data from published on-demand rates
  • Managed training and sampling infrastructure, no setup required
  • Tinker-compatible API for easy migration
  • Ready-made SFT and RL recipes through Loops cookbook
  • Support for vision-language models
Community votes00
DR (Domain Rating by Ahrefs)16 no change since last check77 no change since last check
Trust Flow (Majestic)813
Citation Flow (Majestic)3243
Referring domains (Majestic)274550

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