PicoRV32 RTL-to-GDS (Claude Code, 350 MHz): leaderboard
This benchmark asks a coding agent to take a PicoRV32 RISC-V core from RTL to a finished layout with commercial chip-design tools, covering synthesis, floorplan and power, placement, clock tree synthesis, routing and engineering change order on a 55-nm setup. This board runs the Claude Code agent without domain skills at a loose 350 MHz clock target. The score combines stage completion and design quality on a 0-100 scale.
Metric: End-to-end design score (0-100) for the PicoRV32 RTL-to-GDS flow the agent drives through commercial EDA tools, covering synthesis, floorplan and power, placement, clock tree synthesis, routing, engineering change order and final reports on a commercial 55-nm setup at a loose 350 MHz clock target; the Claude Code agent with no domain skills; one run per cell. Source: arxiv.org. Saturation forecast: Around November 2027. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Sonnet 5 | 87.05 | #111 |
| 2 | Kimi K3 | 13.33 | #54 |
| 3 | GLM-5.2 | 13.33 | #138 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=picorv32-rtl-to-gds-claude-code-350-mhz · How It Works · Data refreshed daily, snapshot 2026-11-13.