Idea → Prototype.
For all the stages of crafting a computer chip.
With the speed of light. In one platform.
The creativity tool for computer architects.
The semiconductor industry needs 1 million more engineers by 2030. They're not coming. The answer isn't more headcount. It's more creative power per computer architect.
Stages of ChipCraftX.
X is what you're solving for. Every step has a system behind it.
X = IDEA
ConnoisseurEvery project starts differently. A quick RTL module. A full SoC with a PyTorch model. A cache exploration.
Just describe what you want to build. The agent understands your intent and invokes the right tools, workflows, and skills. From a single RTL generation to a full system-level design. You don't configure the pipeline. It configures itself.
X = CREATE HW + SW
ChipCraftSimHardware and software are designed in silos.
Co-design both in one environment. Write the hardware description and the software that runs on it, side by side.
X = SIMULATE
ChipCraftSimYou can't test 10 architectures when each sim takes days.
Full simulation environment. Test your PyTorch model on different HW designs. Explore the tradeoff space before committing to silicon.
X = GENERATE RTL
ChipCraftBrainWriting RTL by hand is the bottleneck.
Spec in, verified RTL out. 98.7% VerilogEval. 94.7% CVDP. The SOTA benchmark leader. And it gets better every run.
X = PROTOTYPE
ChipCraftXThe gap between RTL and real silicon is months.
Deploy to FPGA. Validate on real hardware.
One loop. Not one shot.
Most tools generate and hope, or dispatch 20–100 samples per problem. ChipCraftX generates, validates with real EDA tools, and repairs. In a closed loop. The system picks its own repair strategy.
The Right Agent
At Every Stage.
HW Architect
Turns natural language into full SoC architecture specs.
RTL Engineer
Writes production-grade Verilog from architecture specs.
Verif Engineer
Reads your RTL, writes testbenches that match it.
Layout Engineer
Physical design oracle. Interprets P&R results and PPA.
Bench Evaluator
Manages evaluation suites and feeds results back to the loop.
Training Engineer
Trains and fine-tunes the hardware LLMs.
State of the Art.
Evaluated on public benchmarks across the hardware LLM research community. Scored against frontier models and published multi-agent systems. With full citations.
All scores are pass@1 unless noted. ChipCraftX uses Iterative@5 with real EDA tool validation (compile → simulate → synthesize). Competitor scores sourced directly from cited papers. Additional benchmarks tracked: ResBench (Guo et al., HEART 2025, arXiv:2503.08823), RTLBench (IEEE ICCD 2025).