diff --git a/nnpdf_data/nnpdf_data/theory_cards/41000100.yaml b/nnpdf_data/nnpdf_data/theory_cards/41000100.yaml
new file mode 100644
index 0000000000..92c966d774
--- /dev/null
+++ b/nnpdf_data/nnpdf_data/theory_cards/41000100.yaml
@@ -0,0 +1,42 @@
+ID: 41_000_100
+Comments: NNPDF4.1 N3LO QCD-only
+PTO: 3
+FNS: FONLL-E
+DAMP: 0
+IC: 1
+Q0: 1.65
+ModEv: EXA
+IterEv: 60
+XIR: 1.0
+XIF: 1.0
+NfFF: 5
+QED: 0
+HQ: POLE
+mc: 1.502
+Qmc: 1.502
+kcThr: 1.0
+mb: 4.936
+Qmb: 4.936
+kbThr: 1.0
+mt: 172.5
+Qmt: 172.5
+ktThr: 1.0
+CKM:
+- 0.97367
+- 0.22431
+- 3.82e-3
+- 0.221
+- 0.975
+- 41.1e-3
+- 8.6e-3
+- 41.5e-3
+- 1.010
+MZ: 91.1880
+MW: 80.3692
+GF: 1.1663788e-5
+SIN2TW: 0.22348
+TMC: 1
+MP: 0.938
+Qref: 91.1880
+alphas: 0.118
+alphaqed: 0.0075700
diff --git a/nnpdf_data/nnpdf_data/theory_cards/41000110.yaml b/nnpdf_data/nnpdf_data/theory_cards/41000110.yaml
new file mode 100644
index 0000000000..648ceed99a
--- /dev/null
+++ b/nnpdf_data/nnpdf_data/theory_cards/41000110.yaml
@@ -0,0 +1,42 @@
+ID: 41_000_110
+Comments: NNPDF4.1 N3LO QCD-only (xir,xif) = (0.5, 1)
+PTO: 3
+FNS: FONLL-E
+DAMP: 0
+IC: 1
+Q0: 1.65
+ModEv: EXA
+IterEv: 60
+XIR: 0.5
+XIF: 1.0
+NfFF: 5
+QED: 0
+HQ: POLE
+mc: 1.502
+Qmc: 1.502
+kcThr: 1.0
+mb: 4.936
+Qmb: 4.936
+kbThr: 1.0
+mt: 172.5
+Qmt: 172.5
+ktThr: 1.0
+CKM:
+- 0.97367
+- 0.22431
+- 3.82e-3
+- 0.221
+- 0.975
+- 41.1e-3
+- 8.6e-3
+- 41.5e-3
+- 1.010
+MZ: 91.1880
+MW: 80.3692
+GF: 1.1663788e-5
+SIN2TW: 0.22348
+TMC: 1
+MP: 0.938
+Qref: 91.1880
+alphas: 0.118
+alphaqed: 0.0075700
diff --git a/nnpdf_data/nnpdf_data/theory_cards/41000111.yaml b/nnpdf_data/nnpdf_data/theory_cards/41000111.yaml
new file mode 100644
index 0000000000..3a6305557a
--- /dev/null
+++ b/nnpdf_data/nnpdf_data/theory_cards/41000111.yaml
@@ -0,0 +1,43 @@
+ID: 41_000_111
+Comments: NNPDF4.1 N3LO QCD-only (xir, xif) = (1, 0.5)
+PTO: 3
+FNS: FONLL-E
+DAMP: 0
+IC: 1
+Q0: 1.65
+ModEv: EXA
+ModSV: expanded
+IterEv: 60
+XIR: 1.0
+XIF: 0.5
+NfFF: 5
+QED: 0
+HQ: POLE
+mc: 1.502
+Qmc: 1.502
+kcThr: 1.0
+mb: 4.936
+Qmb: 4.936
+kbThr: 1.0
+mt: 172.5
+Qmt: 172.5
+ktThr: 1.0
+CKM:
+- 0.97367
+- 0.22431
+- 3.82e-3
+- 0.221
+- 0.975
+- 41.1e-3
+- 8.6e-3
+- 41.5e-3
+- 1.010
+MZ: 91.1880
+MW: 80.3692
+GF: 1.1663788e-5
+SIN2TW: 0.22348
+TMC: 1
+MP: 0.938
+Qref: 91.1880
+alphas: 0.118
+alphaqed: 0.0075700
diff --git a/nnpdf_data/nnpdf_data/theory_cards/41000112.yaml b/nnpdf_data/nnpdf_data/theory_cards/41000112.yaml
new file mode 100644
index 0000000000..15ba7935ef
--- /dev/null
+++ b/nnpdf_data/nnpdf_data/theory_cards/41000112.yaml
@@ -0,0 +1,43 @@
+ID: 41_000_112
+Comments: NNPDF4.1 N3LO QCD-only (xir, xif) = (0.5, 0.5)
+PTO: 3
+FNS: FONLL-E
+DAMP: 0
+IC: 1
+Q0: 1.65
+ModEv: EXA
+ModSV: expanded
+IterEv: 60
+XIR: 0.5
+XIF: 0.5
+NfFF: 5
+QED: 0
+HQ: POLE
+mc: 1.502
+Qmc: 1.502
+kcThr: 1.0
+mb: 4.936
+Qmb: 4.936
+kbThr: 1.0
+mt: 172.5
+Qmt: 172.5
+ktThr: 1.0
+CKM:
+- 0.97367
+- 0.22431
+- 3.82e-3
+- 0.221
+- 0.975
+- 41.1e-3
+- 8.6e-3
+- 41.5e-3
+- 1.010
+MZ: 91.1880
+MW: 80.3692
+GF: 1.1663788e-5
+SIN2TW: 0.22348
+TMC: 1
+MP: 0.938
+Qref: 91.1880
+alphas: 0.118
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diff --git a/nnpdf_data/nnpdf_data/theory_cards/41000113.yaml b/nnpdf_data/nnpdf_data/theory_cards/41000113.yaml
new file mode 100644
index 0000000000..e4aaa69074
--- /dev/null
+++ b/nnpdf_data/nnpdf_data/theory_cards/41000113.yaml
@@ -0,0 +1,42 @@
+ID: 41_000_113
+Comments: NNPDF4.1 N3LO QCD-only (xir, xif) = (2, 1)
+PTO: 3
+FNS: FONLL-E
+DAMP: 0
+IC: 1
+Q0: 1.65
+ModEv: EXA
+IterEv: 60
+XIR: 2.0
+XIF: 1.0
+NfFF: 5
+QED: 0
+HQ: POLE
+mc: 1.502
+Qmc: 1.502
+kcThr: 1.0
+mb: 4.936
+Qmb: 4.936
+kbThr: 1.0
+mt: 172.5
+Qmt: 172.5
+ktThr: 1.0
+CKM:
+- 0.97367
+- 0.22431
+- 3.82e-3
+- 0.221
+- 0.975
+- 41.1e-3
+- 8.6e-3
+- 41.5e-3
+- 1.010
+MZ: 91.1880
+MW: 80.3692
+GF: 1.1663788e-5
+SIN2TW: 0.22348
+TMC: 1
+MP: 0.938
+Qref: 91.1880
+alphas: 0.118
+alphaqed: 0.0075700
diff --git a/nnpdf_data/nnpdf_data/theory_cards/41000114.yaml b/nnpdf_data/nnpdf_data/theory_cards/41000114.yaml
new file mode 100644
index 0000000000..5a1ff67b71
--- /dev/null
+++ b/nnpdf_data/nnpdf_data/theory_cards/41000114.yaml
@@ -0,0 +1,43 @@
+ID: 41_000_114
+Comments: NNPDF4.1 N3LO QCD-only (xir, xif) = (1, 2)
+PTO: 3
+FNS: FONLL-E
+DAMP: 0
+IC: 1
+Q0: 1.65
+ModEv: EXA
+ModSV: expanded
+IterEv: 60
+XIR: 1.0
+XIF: 2.0
+NfFF: 5
+QED: 0
+HQ: POLE
+mc: 1.502
+Qmc: 1.502
+kcThr: 1.0
+mb: 4.936
+Qmb: 4.936
+kbThr: 1.0
+mt: 172.5
+Qmt: 172.5
+ktThr: 1.0
+CKM:
+- 0.97367
+- 0.22431
+- 3.82e-3
+- 0.221
+- 0.975
+- 41.1e-3
+- 8.6e-3
+- 41.5e-3
+- 1.010
+MZ: 91.1880
+MW: 80.3692
+GF: 1.1663788e-5
+SIN2TW: 0.22348
+TMC: 1
+MP: 0.938
+Qref: 91.1880
+alphas: 0.118
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diff --git a/nnpdf_data/nnpdf_data/theory_cards/41000115.yaml b/nnpdf_data/nnpdf_data/theory_cards/41000115.yaml
new file mode 100644
index 0000000000..30dfca8bba
--- /dev/null
+++ b/nnpdf_data/nnpdf_data/theory_cards/41000115.yaml
@@ -0,0 +1,43 @@
+ID: 41_000_115
+Comments: NNPDF4.1 N3LO QCD-only (xir, xif) = (2, 2)
+PTO: 3
+FNS: FONLL-E
+DAMP: 0
+IC: 1
+Q0: 1.65
+ModEv: EXA
+ModSV: expanded
+IterEv: 60
+XIR: 2.0
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+NfFF: 5
+QED: 0
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+mc: 1.502
+Qmc: 1.502
+kcThr: 1.0
+mb: 4.936
+Qmb: 4.936
+kbThr: 1.0
+mt: 172.5
+Qmt: 172.5
+ktThr: 1.0
+CKM:
+- 0.97367
+- 0.22431
+- 3.82e-3
+- 0.221
+- 0.975
+- 41.1e-3
+- 8.6e-3
+- 41.5e-3
+- 1.010
+MZ: 91.1880
+MW: 80.3692
+GF: 1.1663788e-5
+SIN2TW: 0.22348
+TMC: 1
+MP: 0.938
+Qref: 91.1880
+alphas: 0.118
+alphaqed: 0.0075700