SynPlanner MCTS Rollout

v1.3.2Paper Code

Executive Summary

$752Avg Cost/1M

15.2sDuration

6Runs

6Benchmarks

21.0%[17.6–24.6%]Best Top-10

Prediction Runs

Benchmark	Top-10	Routes	Duration	Cost	Executed	Submission
uspto-190	0.0% [0.0, 0.0]	716	55.4 min	$0.16	about 2 months ago

Top-10 Performance Across Benchmarks

if you use this model in your work, cite it as

 @article{synplanner_2024,
    author = {Akhmetshin, Tagir and Zankov, Dmitry and Gantzer, Philippe and Babadeev, Dmitry and Pinigina, Anna and Madzhidov, Timur and Varnek, Alexandre},
    title = {SynPlanner: An End-to-End Tool for Synthesis Planning},
    journal = {Journal of Chemical Information and Modeling},
    volume = {65},
    number = {1},
    pages = {15-21},
    year = {2025},
    doi = {10.1021/acs.jcim.4c02004},
    note ={PMID: 39739735},
    URL = {https://doi.org/10.1021/acs.jcim.4c02004},
    eprint = {https://doi.org/10.1021/acs.jcim.4c02004}
}

Benchmark	Routes	Duration	Executed

SynPlanner MCTS Rollout

v1.3.2Paper Code

Executive Summary

$752Avg Cost/1M

15.2sDuration

6Runs

6Benchmarks

21.0%[17.6–24.6%]Best Top-10

Prediction Runs

Benchmark	Top-10	Routes	Duration	Cost	Executed	Submission
uspto-190	0.0% [0.0, 0.0]	716	55.4 min	$0.16	about 2 months ago

Top-10 Performance Across Benchmarks

if you use this model in your work, cite it as

 @article{synplanner_2024,
    author = {Akhmetshin, Tagir and Zankov, Dmitry and Gantzer, Philippe and Babadeev, Dmitry and Pinigina, Anna and Madzhidov, Timur and Varnek, Alexandre},
    title = {SynPlanner: An End-to-End Tool for Synthesis Planning},
    journal = {Journal of Chemical Information and Modeling},
    volume = {65},
    number = {1},
    pages = {15-21},
    year = {2025},
    doi = {10.1021/acs.jcim.4c02004},
    note ={PMID: 39739735},
    URL = {https://doi.org/10.1021/acs.jcim.4c02004},
    eprint = {https://doi.org/10.1021/acs.jcim.4c02004}
}