diff --git a/enter/Machine Tips (Quantum)/Resources/Code & Circuit Operations/Languages/Tools  & Software/List of Quantum Benchmarks.md b/enter/Machine Tips (Quantum)/Resources/Code & Circuit Operations/Languages/Tools  & Software/List of Quantum Benchmarks.md
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@@ -3,4 +3,5 @@
 ## A-Z: Arline Benchmarks: 
 1. Firstly, it was discussed that the [arline benchmark](https://github.com/ArlineQ/arline_benchmarks)s will be a good place to begin to compare quantum processing speeds!  Begin by following that and installing  that on your machine. 
 
-- the verified  optimizer for quantum circuits or [VOQC](https://github.com/inQWIRE/pyvoqc) is another  analysis  tool we will need. Install that as well. 
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+- the verified  optimizer for quantum circuits or [VOQC](https://github.com/inQWIRE/pyvoqc) is another  analysis  tool we will need. Install that as well. 
+- There is great documentation on benchmarks with [QAOA](https://el-openqaoa.readthedocs.io/en/latest/notebooks/14_qaoa_benchmark.html#Benchmark)
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