All are solved at reltol=1e-3, abstol=1e-6
using the fastest ODE solver of the respective package for the given problem.
- SciPy LSODA through odeint takes ~489μs
- SciPy LSODA through odeint with Numba takes ~257μs
- NumbaLSODA takes ~25μs
- DifferentialEquations.jl Rosenbrock23 takes ~9.2μs
- SciPy LSODA through odeint takes 53x as long
- SciPy LSODA through odeint with Numba takes 28x as long
- numbalsoda takes 2.7x as long
Thanks! Yeah this benchmark wasn't on the SciMLBenchmarks so it hasn't been tracked or gotten much love. I fixed that issue and I updated it since the Julia version now takes about 9.4us. I also added the NumbaLSODA code. I'll add this to the tracker now.