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Benchmarks

Embodied Reasoning (ERQA)

Embodied Reasoning (ERQA)

Reasoning and knowledge · higher is better · 1 model
  1. Gemini 4 Argon87%*

Every result

  • Gemini 4 Argon87%Reported by the model's maker (Google (provider report; execution runner unspecified)), Oct 13, 2026

    Google reported an 87% score for Gemini 4 Argon on the Embodied Reasoning (ERQA) benchmark in its October 13, 2026 launch narrative, describing the result as relying on pure reasoning. Exact methods and samples remain unqualified.

    Limits: Provider-reported result in Google’s public narrative, not an independently verified benchmark-owner result or a reproduced run. The selected model identifier is gemini-4-argon; exact evaluated checkpoint, snapshot/build and configuration are unknown. Google describes the result as relying on pure reasoning. This qualitative phrase does not establish no tools, a token/reasoning budget, a guardrail setting or a matched evaluation protocol. Benchmark revision, exact physical/spatial task subset, samples, execution date, harness, prompts, sampling, tools, token budget, aggregation, pass-k and uncertainty remain unknown. No overall model rank, matched head-to-head, real-world robot capability, guarded-deployment equivalence or operational success is established.

    Google

No published Embodied Reasoning (ERQA) score checked yet for: Claude Sonnet 5.5, Claude Opus 5.5, Claude Opus 5, Claude Sonnet 5, Gemini 2.5 Pro Experimental (March 2025), Gemini 2.0 Flash (December 2024 experimental), Qwen2.5-7B, Qwen2.5-7B-Instruct, GPT-4o mini (July 2024 release), GPT-4o (May 2024 release), Claude 3 Haiku, Claude 3 Opus.