diff --git a/fuzzers/FRET/benchmark/.gitignore b/fuzzers/FRET/benchmark/.gitignore
index c496b7ab01..8ae16ec83e 100644
--- a/fuzzers/FRET/benchmark/.gitignore
+++ b/fuzzers/FRET/benchmark/.gitignore
@@ -2,3 +2,6 @@ timedump
 corpora
 build
 mnt
+.R*
+*.png
+*.pdf
\ No newline at end of file
diff --git a/fuzzers/FRET/benchmark/Makefile b/fuzzers/FRET/benchmark/Makefile
index c3a8b2253c..1c93c219c6 100644
--- a/fuzzers/FRET/benchmark/Makefile
+++ b/fuzzers/FRET/benchmark/Makefile
@@ -1,4 +1,4 @@
-TIME=7200
+TIME=1000
 
 corpora/%/seed:
 	mkdir -p $$(dirname $@)
@@ -32,5 +32,16 @@ all_sequential: timedump/sequential/mpeg2$(FUZZ_RANDOM) timedump/sequential/dijk
 
 all_kernel: timedump/kernel/bsort$(FUZZ_RANDOM) timedump/kernel/insertsort$(FUZZ_RANDOM) #timedump/kernel/fft$(FUZZ_RANDOM)
 
+graphics:
+	Rscript --vanilla plot_comparison.r sequential audiobeam
+	Rscript --vanilla plot_comparison.r sequential dijkstra
+	Rscript --vanilla plot_comparison.r sequential epic
+	Rscript --vanilla plot_comparison.r sequential g723_enc
+	# Rscript --vanilla plot_comparison.r sequential gsm_enc
+	# Rscript --vanilla plot_comparison.r sequential huff_dec
+	Rscript --vanilla plot_comparison.r sequential mpeg2
+	Rscript --vanilla plot_comparison.r sequential rijndael_dec
+	Rscript --vanilla plot_comparison.r sequential rijndael_enc
+
 clean:
 	rm -rf corpora timedump
\ No newline at end of file
diff --git a/fuzzers/FRET/benchmark/plot_comparison.r b/fuzzers/FRET/benchmark/plot_comparison.r
index def7ac62d9..6340d34042 100644
--- a/fuzzers/FRET/benchmark/plot_comparison.r
+++ b/fuzzers/FRET/benchmark/plot_comparison.r
@@ -1,17 +1,52 @@
-#runtype="sequential"
-runtype="kernel"
-target="insertsort"
-file_1=sprintf("~/code/FRET/LibAFL/fuzzers/FRET/benchmark/mnt/timedump/%s/%s",runtype,target)
-file_2=sprintf("~/code/FRET/LibAFL/fuzzers/FRET/benchmark/mnt/timedump/%s/%s_random",runtype,target)
-bsort <- read.table(file_1, quote="\"", comment.char="")
-bsort_rand <- read.table(file_2, quote="\"", comment.char="")
-bsort[[2]]=seq_len(length(bsort[[1]]))
-bsort_rand[[2]]=seq_len(length(bsort_rand[[1]]))
-names(bsort)[1] <- "bsort"
-names(bsort)[2] <- "iter"
-names(bsort_rand)[1] <- "bsort"
-names(bsort_rand)[2] <- "iter"
-plot(bsort[[2]],bsort[[1]], col="#99bbff", xlab="iters", ylab="wcet", pch='.')
-points(bsort_rand[[2]],bsort_rand[[1]], col="#ffbb99", pch='.')
-abline(lm(bsort ~ iter, data=bsort),col="green")
-abline(lm(bsort ~ iter, data=bsort_rand),col="magenta")
\ No newline at end of file
+args = commandArgs(trailingOnly=TRUE)
+
+if (length(args)==0) {
+  runtype="sequential"
+  target="g723_enc"
+  filename_1="graph.pdf"
+} else {
+  runtype=args[1]
+  target=args[2]
+  filename_1=sprintf("%s.png",args[2])
+  filename_2=sprintf("%s_maxline.png",args[2])
+  # filename_1=args[3]
+}
+
+file_1=sprintf("~/code/FRET/LibAFL/fuzzers/FRET/benchmark/%s/%s",runtype,target)
+file_2=sprintf("~/code/FRET/LibAFL/fuzzers/FRET/benchmark/%s/%s_random",runtype,target)
+timetrace <- read.table(file_1, quote="\"", comment.char="")
+timetrace_rand <- read.table(file_2, quote="\"", comment.char="")
+timetrace[[2]]=seq_len(length(timetrace[[1]]))
+timetrace_rand[[2]]=seq_len(length(timetrace_rand[[1]]))
+names(timetrace)[1] <- "timetrace"
+names(timetrace)[2] <- "iter"
+names(timetrace_rand)[1] <- "timetrace"
+names(timetrace_rand)[2] <- "iter"
+
+png(file=filename_1)
+# pdf(file=filename_1,width=8, height=8)
+plot(timetrace[[2]],timetrace[[1]], col="#99bbff", xlab="iters", ylab="wcet", pch='.')
+points(timetrace_rand[[2]],timetrace_rand[[1]], col="#ffbb99", pch='.')
+abline(lm(timetrace ~ iter, data=timetrace),col="green")
+abline(lm(timetrace ~ iter, data=timetrace_rand),col="magenta")
+dev.off()
+
+# Takes a flat list
+trace2maxline <- function(tr) {
+  maxline = tr
+  for (var in seq_len(length(maxline))[2:length(maxline)]) {
+    maxline[var] = max(maxline[var],maxline[var-1])
+  }
+  #plot(seq_len(length(maxline)),maxline,"l",xlab="Index",ylab="WOET")
+  return(maxline)
+}
+timetrace[[1]] <- trace2maxline(timetrace[[1]])
+timetrace_rand[[1]] <- trace2maxline(timetrace_rand[[1]])
+
+png(file=filename_2)
+# pdf(file=filename_1,width=8, height=8)
+plot(timetrace[[2]],timetrace[[1]], col="#99bbff", xlab="iters", ylab="wcet", pch='.')
+points(timetrace_rand[[2]],timetrace_rand[[1]], col="#ffbb99", pch='.')
+abline(lm(timetrace ~ iter, data=timetrace),col="green")
+abline(lm(timetrace ~ iter, data=timetrace_rand),col="magenta")
+dev.off()
\ No newline at end of file
diff --git a/fuzzers/FRET/src/fuzzer.rs b/fuzzers/FRET/src/fuzzer.rs
index 73a2799339..213204349b 100644
--- a/fuzzers/FRET/src/fuzzer.rs
+++ b/fuzzers/FRET/src/fuzzer.rs
@@ -289,7 +289,18 @@ pub fn fuzz() {
             fuzzer.evaluate_input(&mut state, &mut executor, &mut mgr, BytesInput::new(show_input))
                 .unwrap();
         } else {
-            if let Ok(sf) = env::var("SEED_DIR") {
+            if let Ok(_) = env::var("SEED_RANDOM") {
+                unsafe {
+                    let mut generator = RandBytesGenerator::new(MAX_INPUT_SIZE);
+                    state
+                        .generate_initial_inputs_forced(&mut fuzzer, &mut executor, &mut generator, &mut mgr, 100)
+                        .unwrap_or_else(|_| {
+                            println!("Failed to load initial corpus at {:?}", &corpus_dirs);
+                            process::exit(0);
+                        });
+                }
+            }
+            else if let Ok(sf) = env::var("SEED_DIR") {
                 state
                     .load_initial_inputs(&mut fuzzer, &mut executor, &mut mgr, &[PathBuf::from(&sf)])
                     .unwrap_or_else(|_| {