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ModelCap

Model decision surface

Compare AI models

Start with MiniMax M3.1 Flash and GLM 5.3, 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

MiniMax M3.1 Flash vs GLM 5.3

Live dataset updated 10/23/2026, 1:29:37 AM UTC

Open 1200×630 evidence receipt
Factual comparison of MiniMax M3.1 Flash and GLM 5.3
Field
ModelCap position#22#18
Index score77.779.1
EvidenceEstimatedglobal-corpus-prior over 210 held-out anchors (6%); launch card against 5 resolved peers on 6 rows (94%); optimism haircut 0 from cross-lab-probe; shrunk 1.8 toward the measured corpusMeasured3 public benchmark observations across 3 boards
Input / 1MUnavailable$0.079
Output / 1MUnavailable$1.40
Pricing statusunavailablefresh
Context—1M
Providers038
Weight accessRestricted licenseRestricted license

Decision facts

  • MiniMax M3.1 Flash is #22; GLM 5.3 is #18 on the same current language board.
  • Index scores are 77.7 for MiniMax M3.1 Flash and 79.1 for GLM 5.3. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Evidence differs: MiniMax M3.1 Flash is Estimated; GLM 5.3 is Measured.
  • ModelCap currently lists 0 providers for MiniMax M3.1 Flash and 38 for GLM 5.3.

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.