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Offline Preact and WebGL2 architecture atlas for DeepSeek V4.1 Flash: causal encoder-decoder, CSA2, Engram, DSpark, native FP4 and supplied NVFP4 recipe, byte-proportional solids and local…

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 6 · Act 2 · Transact 0 · Score: Not yet scored

Tool inspector

compare_models

act imperative

Compare models on one reported benchmark of this model card. Give a benchmark name (e.g. "DeepSWE v1.1") and optionally the models to compare (e.g. ["DS V4.1 Flash (this atlas)", "GLM-5.3"]); returns each score with rank and delta vs the best reported score, plus the metric caveat.

Page: /dsv41-atlas/

Input schema

Property	Type	Required	Description
`benchmark`	string	yes	Benchmark name from list_benchmarks, e.g. "DeepSWE v1.1" (partial match allowed).
`models`	array	no	Optional subset of models to focus the comparison on (partial names allowed).

Raw JSON schema

{
  "type": "object",
  "properties": {
    "benchmark": {
      "type": "string",
      "description": "Benchmark name from list_benchmarks, e.g. \"DeepSWE v1.1\" (partial match allowed)."
    },
    "models": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional subset of models to focus the comparison on (partial names allowed)."
    }
  },
  "required": [
    "benchmark"
  ],
  "additionalProperties": false
}