Read the matrix without promoting a hypothesis
Separate 53 strict cells, 9 conditional cells, unsupported scenarios and the image route.
The idea in plain language
Each cell answers one narrow question: can this model receive this input size? ✓ means eligible under a known limit; △ requires a preflight; — exceeds the window; N/A means the text comparison does not apply. The 62 cells are candidates, not 62 authorizations.
Think of this measurement as a sealed scale: if you swap the scale or move the object midway, the number loses meaning. The analogy breaks because gateways can also transform the request, not merely weigh it.
The plan covers 256, 128k, 256k, 500k and ~1M. DeepSeek does not enter 256k; GPT-5.5, GPT-5.6 and Kimi 2.7 do not enter 500k/1M. Qwen uses ~981k, not a literal 1M. Gemini 3.6 has five conditional cells and null targets until the alias is proven.
Verifiable excerpt
strict_eligible_cells = 53\nconditional_cells = 9\ncandidate_cells_after_all_preflights = 62
outputs/BENCHMARK-MEASUREMENT-PLAN.md · outputs/benchmark-cell-plan.csv · outputs/planned-run-manifest.json
The path in one picture
Retrieval check
May a △ cell run immediately?