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Gemini Robotics-ER 1.6 Preview

Gemini Robotics-ER 1.6 Preview is documented as part of Google's Gemini API lineup, with its dedicated developer page published on the official Gemini API documentation site, marking it as a preview entry intended for robotics-oriented embodied reasoning workloads. The preview designation points to an experimental release that invites early integration feedback before a general-availability iteration, and it sits alongside the broader Gemini family of multimodal models that share a common design lineage for fusing language and perception signals into a single interface.

From a practical standpoint, the preview accepts rich multimodal input in the form of text, images, video, and audio, while returning text-only outputs, which makes it well suited to pipelines that translate perception into instructions, plans, or structured decisions for downstream robotic control. The combination of a 131,072-token context window and a 65,536-token maximum output gives the model room to ingest long scene descriptions, trajectories, or interaction histories and to produce detailed step-by-step reasoning in return, while listed support for reasoning, tool calling, and temperature control lets developers tune behavior and connect the model to external planners or action modules.

OrcaRoutergoogle/gemini-robotics-er-1.6-previewgemini

Quick Info

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Provider
OrcaRouter
Model key
google/gemini-robotics-er-1.6-preview
Release date
Apr 14, 2026
Last updated
Apr 14, 2026
Knowledge cutoff
2025-01
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$1.00
Output token cost
$5.00

Limits

Output tokens
65,536 tokens
Context window
131,072 tokens

Latest news about Gemini Robotics-ER 1.6 Preview

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CoverageBenchmark

An arXiv preprint titled "The Yes-Man Syndrome: Benchmarking Abstention in Embodied Robotic Agents" (published May 19, 2026) directly evaluates Gemini Robotics ER 1.6 Preview as an embodied planner. The authors introduce RoboAbstention, a framework built from five robotics datasets that generates 6,069 instructions tes The study reports that defensive prompting and in-context learning interventions dramatically improve ER 1.6 Preview's abstention rate to 93.6%, suggesting the underlying capability exists but is not activated by default. All frontier VLMs tested exhibited significant weaknesses in abstention behavior. These findings h

OrcaRouter

CoveragePreview

A Tokonomix model deep-dive (published May 5, 2026, last reviewed May 24, 2026) documents that Gemini Robotics-ER 1.6 Preview is a vision-language model for embodied reasoning, designed to interpret sensor data and generate actionable plans for robotic agents in real-world environments. The page confirms a 131,000-toke Crucially, the Tokonomix page flags that the model has been discontinued by the provider and is "no longer available since August 31, 2026," one day before the current date. This deprecation notice has immediate operational impact: developers and researchers relying on OrcaRouter's `google/gemini-robotics-er-1.6-previe

OrcaRouter

CoverageBenchmark

AY-Robots' third-party arena profile covers Gemini Robotics-ER 1.6 (also written GR-ER 1.6, `gemini-robotics-er-1.6-preview`) as an incremental embodied-reasoning release from April 2026 with closed weights available through the Gemini API. The page notes that no parameter count, GPU memory, or per-action-step latency The profile reports an instrument-reading benchmark of 86% accuracy (rising to 93% with agentic vision) on industrial gauges and sight glasses, compared with 23% for ER 1.5 and 67% for Gemini 3.0 Flash on the same DeepMind-internal suite. It also identifies Boston Dynamics Spot as a named production deployment for faci

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