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🔬 Optimization Solver Benchmark

Overview Dashboard - Latest Results

Generated: 2025-07-01 23:58:26

📋 Project Overview

**Project Vision** Create the leading open-source platform for benchmarking optimization solvers across multiple problem types, providing researchers and practitioners with comprehensive performance insights through automated execution, transparent reporting, and fair baseline comparisons. **Core Mission** "Regularly benchmark publicly available solvers and publish the results as data" This system prioritizes unbiased solver comparison through minimal configuration, establishing "out of the box" performance baselines rather than optimized configurations.

Total Results

45

Solvers Tested

10

Problems Tested

7

Success Rate

66.7%

🏆 Solver Comparison by Problem Type

UNKNOWN Problems

Solver Problems Attempted Problems Solved Success Rate Avg Solve Time
cvxpy_scip 2 2 100.0% 24.1937s
cvxpy_sdpa 3 3 100.0% 27.5460s
cvxpy_cvxopt 4 4 100.0% 221.7061s
cvxpy_scs 4 4 100.0% 9178.6358s
cvxpy_ecos 5 4 80.0% 1.2635s
cvxpy_clarabel 4 3 75.0% 24.7142s
cvxpy_highs 2 1 50.0% 0.0020s
cvxpy_osqp 5 0 0.0% 0.0000s
scipy_linprog 5 0 0.0% 0.0000s

SOCP Problems

Solver Problems Attempted Problems Solved Success Rate Avg Solve Time
cvxpy_cvxopt 1 1 100.0% 2.5139s
cvxpy_scs 1 1 100.0% 4.1585s
cvxpy_sdpa 2 2 100.0% 8.8149s
cvxpy_ecos 1 1 100.0% 15.0033s
cvxpy_clarabel 1 1 100.0% 25.4521s
cvxpy_scip 1 1 100.0% 48.2575s
matlab_sedumi 1 0 0.0% 5.5110s

SDP Problems

Solver Problems Attempted Problems Solved Success Rate Avg Solve Time
cvxpy_clarabel 1 1 100.0% 0.0705s
cvxpy_cvxopt 1 1 100.0% 0.0955s
cvxpy_sdpa 1 0 0.0% 0.0612s

📊 Problem Type Distribution

Problem Type Count Percentage
UNKNOWN 34 75.6%
SOCP 8 17.8%
SDP 3 6.7%

📚 Library Distribution

Library Count Percentage
DIMACS 40 88.9%
SDPLIB 3 6.7%
internal 2 4.4%

🔧 Environment Information

Commit Hashes: 246332a2, 2b66a821, 3dc1728a, 7fe9c04a, 82612d7c, ce1969a2, e945508d

⚠️ Multiple environments detected: Results from 7 different Git commits

Platform: Unknown

Python Version: 3.12.2