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ModelCap

Model decision surface

Compare AI models

Start with gpt2 custom and Mage VL, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.

Current public data

gpt2 custom vs Mage VL

Live dataset updated 9/3/2026, 3:39:57 AM UTC

Open 1200×630 evidence receipt
Factual comparison of gpt2 custom and Mage VL
Field
gpt2 custom

EleutherAI

Mage VL

Microsoft

ModelCap position#146#148
Index score23.023.0
EvidenceEstimatedglobal corpus prior · leave-one-anchor-out calibratedEstimatedglobal corpus prior · leave-one-anchor-out calibrated
Input / 1MUnavailableUnavailable
Output / 1MUnavailableUnavailable
Pricing statusunavailableunavailable
Context——
Providers00
Weight accessLicense unverifiedOpen weights

Decision facts

  • gpt2 custom is #146; Mage VL is #148 on the same current language board.
  • Index scores are 23.0 for gpt2 custom and 23.0 for Mage VL.
  • Both positions use Estimated evidence.
  • Weight access differs: gpt2 custom is unknown; Mage VL is open.

These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.

Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.