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ModelCap

Model decision surface

Compare AI models

Start with Ising Calibration 1 35B A3B and Privasis Cleaner 4B, 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

Ising Calibration 1 35B A3B vs Privasis Cleaner 4B

Live dataset updated 9/9/2026, 8:46:14 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Ising Calibration 1 35B A3B and Privasis Cleaner 4B
Field
ModelCap position#83#131
Index score46.830.7
EvidenceInheritedfinetune of qwen/qwen3.5-35b-a3b · finetune (100%)Inheritedfinetune of Qwen/Qwen3-4B-Instruct-2507 · finetune (100%)
Input / 1MUnavailableUnavailable
Output / 1MUnavailableUnavailable
Pricing statusunavailableunavailable
Context——
Providers00
Weight accessRestricted licenseRestricted license

Decision facts

  • Ising Calibration 1 35B A3B is #83; Privasis Cleaner 4B is #131 on the same current language board.
  • Index scores are 46.8 for Ising Calibration 1 35B A3B and 30.7 for Privasis Cleaner 4B. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Both positions use Inherited evidence.

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.