diff --git a/.gitignore b/.gitignore
index f47c82458d..68701e4e2d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,4 +3,5 @@ __pycache__
 .snakemake
 .DS_Store
 .cache
-.idea
\ No newline at end of file
+.idea
+*~
diff --git a/bio/nonpareil/environment.yaml b/bio/nonpareil/infer/environment.yaml
similarity index 100%
rename from bio/nonpareil/environment.yaml
rename to bio/nonpareil/infer/environment.yaml
diff --git a/bio/nonpareil/meta.yaml b/bio/nonpareil/infer/meta.yaml
similarity index 100%
rename from bio/nonpareil/meta.yaml
rename to bio/nonpareil/infer/meta.yaml
diff --git a/bio/nonpareil/test/Snakefile b/bio/nonpareil/infer/test/Snakefile
similarity index 90%
rename from bio/nonpareil/test/Snakefile
rename to bio/nonpareil/infer/test/Snakefile
index 230ffebd5b..a33826354e 100644
--- a/bio/nonpareil/test/Snakefile
+++ b/bio/nonpareil/infer/test/Snakefile
@@ -12,4 +12,4 @@ rule nonpareil:
         alg="kmer",
         extra="-X 1 -k 3 -F",
     wrapper:
-        "master/bio/nonpareil"
+        "master/bio/nonpareil/infer"
diff --git a/bio/nonpareil/test/reads/a.fa b/bio/nonpareil/infer/test/reads/a.fa
similarity index 100%
rename from bio/nonpareil/test/reads/a.fa
rename to bio/nonpareil/infer/test/reads/a.fa
diff --git a/bio/nonpareil/test/reads/a.fas.bz2 b/bio/nonpareil/infer/test/reads/a.fas.bz2
similarity index 100%
rename from bio/nonpareil/test/reads/a.fas.bz2
rename to bio/nonpareil/infer/test/reads/a.fas.bz2
diff --git a/bio/nonpareil/test/reads/a.fasta.gz b/bio/nonpareil/infer/test/reads/a.fasta.gz
similarity index 100%
rename from bio/nonpareil/test/reads/a.fasta.gz
rename to bio/nonpareil/infer/test/reads/a.fasta.gz
diff --git a/bio/nonpareil/test/reads/a.fastq.gz b/bio/nonpareil/infer/test/reads/a.fastq.gz
similarity index 100%
rename from bio/nonpareil/test/reads/a.fastq.gz
rename to bio/nonpareil/infer/test/reads/a.fastq.gz
diff --git a/bio/nonpareil/test/reads/a.fq b/bio/nonpareil/infer/test/reads/a.fq
similarity index 100%
rename from bio/nonpareil/test/reads/a.fq
rename to bio/nonpareil/infer/test/reads/a.fq
diff --git a/bio/nonpareil/test/reads/a.fq.bz2 b/bio/nonpareil/infer/test/reads/a.fq.bz2
similarity index 100%
rename from bio/nonpareil/test/reads/a.fq.bz2
rename to bio/nonpareil/infer/test/reads/a.fq.bz2
diff --git a/bio/nonpareil/wrapper.py b/bio/nonpareil/infer/wrapper.py
similarity index 100%
rename from bio/nonpareil/wrapper.py
rename to bio/nonpareil/infer/wrapper.py
diff --git a/bio/nonpareil/plot/environment.yaml b/bio/nonpareil/plot/environment.yaml
new file mode 100644
index 0000000000..34d14aa6a3
--- /dev/null
+++ b/bio/nonpareil/plot/environment.yaml
@@ -0,0 +1,6 @@
+channels:
+  - conda-forge
+  - bioconda
+  - nodefaults
+dependencies:
+  - nonpareil =3.4.1
diff --git a/bio/nonpareil/plot/meta.yaml b/bio/nonpareil/plot/meta.yaml
new file mode 100644
index 0000000000..0660a93de9
--- /dev/null
+++ b/bio/nonpareil/plot/meta.yaml
@@ -0,0 +1,17 @@
+name: nonpareil
+description: Plot Nonpareil results.
+url: https://nonpareil.readthedocs.io/en/latest/
+authors:
+  - Filipe G. Vieira
+input:
+  - NPO file
+output:
+  - PDF file with plot
+params:
+  - label: Plot title.
+  - col: Color of the curve.
+  - enforce_consistency: Fails verbosely on insufficient data, otherwise it warns about the inconsistencies and attempts the estimations.
+  - star: Objective coverage in percentage (i.e., coverage value considered near-complete).
+  - correction_factor: Apply overlap-dependent correction factor, otherwise redundancy is assumed to equal coverage.
+  - weights_exp: Vector of values to be tested as exponent of the weights distribution.
+  - skip_model: Skip model estimation.
diff --git a/bio/nonpareil/plot/test/Snakefile b/bio/nonpareil/plot/test/Snakefile
new file mode 100644
index 0000000000..0bbeeab022
--- /dev/null
+++ b/bio/nonpareil/plot/test/Snakefile
@@ -0,0 +1,18 @@
+rule test_nonpareil_plot:
+    input:
+        npo="{sample}.npo",
+    output:
+        pdf="results/{sample}.pdf",
+    threads: 1
+    log:
+        "logs/{sample}.log",
+    params:
+        label="Plot",
+        col="blue",
+        enforce_consistency=True,
+        star=95,
+        correction_factor=True,
+        weights_exp="-1.1,-1.2,-0.9,-1.3,-1",
+        skip_model=False,
+    wrapper:
+        "master/bio/nonpareil/plot"
diff --git a/bio/nonpareil/plot/test/a.npo b/bio/nonpareil/plot/test/a.npo
new file mode 100644
index 0000000000..0a6f4d4307
--- /dev/null
+++ b/bio/nonpareil/plot/test/a.npo
@@ -0,0 +1,16 @@
+# @impl: Nonpareil
+# @ksize: 3
+# @version: 3.40
+# @L: 7.000
+# @AL: 5.000
+# @R: 15
+# @overlap: 50.00
+# @divide: 0.70
+0.000000	0.00000	0.00000	0.00000	0.00000	0.00000
+0.117649	0.00000	0.00000	0.00000	0.00000	0.00000
+0.168070	0.16699	0.37297	0.00000	0.00000	0.00000
+0.240100	0.25879	0.43797	0.00000	0.00000	1.00000
+0.343000	0.34961	0.47685	0.00000	0.00000	1.00000
+0.490000	0.47852	0.49954	0.00000	0.00000	1.00000
+0.700000	0.70898	0.45423	0.00000	1.00000	1.00000
+1.000000	1.00000	0.00000	1.00000	1.00000	1.00000
diff --git a/bio/nonpareil/plot/wrapper.R b/bio/nonpareil/plot/wrapper.R
new file mode 100644
index 0000000000..620d0f071b
--- /dev/null
+++ b/bio/nonpareil/plot/wrapper.R
@@ -0,0 +1,58 @@
+# __author__ = "Filipe G. Vieira"
+# __copyright__ = "Copyright 2023, Filipe G. Vieira"
+# __license__ = "MIT"
+
+# This script plots results (NPO file) from NonPareil
+
+
+# Sink the stderr and stdout to the snakemake log file
+# https://stackoverflow.com/a/48173272
+log.file <- file(snakemake@log[[1]], open = "wt")
+base::sink(log.file)
+base::sink(log.file, type = "message")
+
+
+# Loading libraries (order matters)
+base::library(package = "Nonpareil", character.only = TRUE)
+base::message("Libraries loaded")
+
+
+params <- list("label" = ifelse("label" %in% base::names(snakemake@params), snakemake@params[["label"]], NA),
+       	       "col" = ifelse("col" %in% base::names(snakemake@params), snakemake@params[["col"]], NA),
+	       "enforce_consistency" = ifelse("enforce_consistency" %in% base::names(snakemake@params), as.logical(snakemake@params[["enforce_consistency"]]), FALSE),
+	       "star" = ifelse("star" %in% base::names(snakemake@params), snakemake@params[["star"]], 95),
+	       "correction_factor" = ifelse("correction_factor" %in% base::names(snakemake@params), as.logical(snakemake@params[["correction_factor"]]), FALSE),
+	       "weights_exp" = NA,
+	       "skip_model" = ifelse("skip_model" %in% base::names(snakemake@params), as.logical(snakemake@params[["skip_model"]]), FALSE)
+	      )
+
+# Not sure why, by using "ifelse" only keeps the first element of the vector
+if ("weights_exp" %in% base::names(snakemake@params)) {
+   params[["weights_exp"]] = as.numeric(unlist(strsplit(snakemake@params[["weights_exp"]], ",")))
+   }
+
+
+base::message("Options provided:")
+base::print(params)
+
+
+pdf(snakemake@output[[1]])
+Nonpareil.curve(file = snakemake@input[[1]],
+		label = params[["label"]],
+		col = params[["col"]],
+		enforce.consistency = params[["enforce_consistency"]],
+		star = params[["star"]],
+		correction.factor = params[["correction_factor"]],
+		weights.exp = params[["weights_exp"]],
+		skip.model = params[["skip_model"]]
+	       )
+
+
+base::message("Nonpareil plot saved")
+dev.off()
+
+
+# Proper syntax to close the connection for the log file
+# but could be optional for Snakemake wrapper
+base::sink(type = "message")
+base::sink()
diff --git a/test.py b/test.py
index e904b58fbd..ac34b26e38 100644
--- a/test.py
+++ b/test.py
@@ -143,7 +143,7 @@ def run(wrapper, cmd, check_log=None):
 @skip_if_not_modified
 def test_nonpareil():
     run(
-        "bio/nonpareil",
+        "bio/nonpareil/infer",
         [
             "snakemake",
             "--cores",
@@ -159,6 +159,20 @@ def test_nonpareil():
         ]
     )
 
+@skip_if_not_modified
+def test_nonpareil_plot():
+    run(
+        "bio/nonpareil/plot",
+        [
+            "snakemake",
+            "--cores",
+            "1",
+            "--use-conda",
+            "-F",
+            "results/a.pdf",
+        ]
+    )
+
 @skip_if_not_modified
 def test_indelqual():
     run(