PennyLane
Autograd-style quantum machine learning across simulators and hardware backends.
Full PennyLane record →Head to head
PennyLane vs IonQ Forte
PennyLane (Xanadu) and IonQ Forte (IonQ) both sit in Quantum. IonQ Forte shipped more tracked changes in the last 30 days (4 vs 2). Every value below comes from the latest crawl of the vendors' own pages.
| Attribute | PennyLane Xanadu | IonQ Forte IonQ |
|---|---|---|
| Segment | Quantum | Quantum |
| Version | 0.45.1 | Forte |
| Entry cost | Free and open-source Python library | Free cloud account available for managing keys, simulator access, and tracking jobs; contact IonQ for hardware pricing. |
| Pricing tiers | Open Source free | Free Cloud Account free |
| Model stack | Catalyst JIT · JAX / PyTorch backends | Forte · Forte QPU · IonQ Forte · IonQ Forte QPU |
| Context window | — | — |
| Public API | ||
| Routes models | ||
| Changes / 30d | 2 | 4 |
| Origin | Global | Global |
| Capabilities | autodiff of quantum circuits, Catalyst JIT, lightning simulators, hardware plugins, Automatic differentiation of quantum circuits, Hybrid quantum-classical models, Just-in-time compilation, Device-independent quantum circuit model | 36 algorithmic qubits, cloud + on-prem systems, native gate access, Trapped ion quantum computing, IonQ Quantum Cloud access, Forte noise model simulator, Qiskit integration, Cirq integration |
IonQ Forte
Forte and Forte Enterprise systems available through Braket, Azure and IonQ Cloud.
Full IonQ Forte record →