Benchmark Almanac

Robot Capabilities Index (Robocurve)

Not in model cards

An index fitted like Epoch ECI over five RoboDojo-RC Tier 1 tasks run by frontier LLMs on real YAM arms. Anchored at GPT-5.6 Sol minus 3 and GPT-6 Astra plus 3.

Pilot published October 15th, 2026 with 9 frontier models and 1,055 trials. Gemini models score higher than their ECI predicts. RCI tracks Blueprint-Bench 2 best (r = 0.85).

Made by
Robocurve
Released
October 2026
Kind
Real robots
Level
Everyday
Scored
Graded by people
Answers
Agent task
Tasks
Kept private

No scores here yet

No lab, leaderboard or Epoch AI run has reported a score for Robot Capabilities Index (Robocurve) yet.

No lab model card reports it yet

We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark.

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  • RoboDojo In use Generalist manipulation policies run 42 Isaac Sim tasks and 18 remote real-robot tasks. Scored by task score and success rate. GPT-6 Astra 29%
  • RoboLab In use Zero-shot DROID Franka policies in Isaac Lab on 120 tabletop tasks at three instruction levels, 10 episodes each. Success rate. FLUX 3 Action 42.9%
  • Progress classification (Google DeepMind) In use Models assign each frame of a robot video to one of five task-progress bands from 0 to 100 percent. Scored by accuracy. Gemini Robotics ER 2 57.4%
  • Human proximity (Google DeepMind robotics) In use Models judge from robot camera views whether a human is within 1 meter, a spatial awareness check for safe robot behavior. Scored by accuracy. Gemini Robotics ER 2 93%
  • Moment finding (Google DeepMind) In use Models find the moment in a robot video when an event happens. Scored by accuracy and mean absolute time distance in seconds. Gemini Robotics ER 2 91.3%