Openai / gpt-6-luna
max
96.1%
196 / 204 fixtures · 1 run(s)
34,313 input / 24,227 total output / 20,661 reasoning within output tokens $0.01557158
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-4.9%
Text: 96.1% →
JSON: 91.2%
+0
Gained
JSON pass / text fail
−10
Lost
Text pass / JSON fail
186
Unchanged Pass
Both pass
8
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 100% | 75% | -25% |
| submodule_usage | 100% | 83.3% | -16.7% |
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| rebase | 91.7% | 83.3% | -8.3% |
| cherry_pick | 83.3% | 75% | -8.3% |
| git_grep | 100% | 91.7% | -8.3% |
| worktree_usage | 83.3% | 75% | -8.3% |
| blame_forensics | 100% | 100% | + 0% |
| commit_messages | 100% | 100% | + 0% |
| commit_squash | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_clean | 100% | 100% | + 0% |
| git_log_format | 100% | 100% | + 0% |
| git_show | 91.7% | 91.7% | + 0% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| tag_management | 91.7% | 91.7% | + 0% |
Changed Fixtures (10)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
215
Input
112
Total output
101
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
204
Input
93
Total output
83
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
228
Input
43
Total output
31
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
168
Input
51
Total output
40
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
219
Input
42
Total output
33
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
208
Input
121
Total output
112
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
184
Input
49
Total output
39
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
210
Input
107
Total output
97
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
172
Input
100
Total output
90
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
359
Input
157
Total output
148
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
203
Input
32
Total output
23
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
130
Input
76
Total output
65
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
103
Input
74
Total output
64
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
113
Input
106
Total output
95
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
87
Input
50
Total output
43
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
118
Input
68
Total output
57
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
100
Input
81
Total output
72
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
121
Input
71
Total output
58
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
98
Input
53
Total output
42
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
116
Input
93
Total output
78
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
79
Input
55
Total output
48
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
108
Input
56
Total output
45
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
67
Input
89
Total output
82
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
143
Input
48
Total output
31
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
89
Input
84
Total output
74
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
112
Input
95
Total output
82
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
86
Input
80
Total output
70
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
138
Input
133
Total output
108
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
144
Input
61
Total output
39
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
128
Input
57
Total output
32
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
121
Input
67
Total output
53
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
118
Input
31
Total output
19
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
102
Input
40
Total output
29
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
200
Input
1,268
Total output
1,238
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
158
Input
51
Total output
24
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
250
Input
201
Total output
157
Reasoning within output
commit_messages f001
92.5%
Passed
Tokens
101
Input
38
Total output
28
Reasoning within output
commit_messages f002
92.5%
Passed
Tokens
195
Input
58
Total output
44
Reasoning within output
commit_messages f003
92.5%
Passed
Tokens
80
Input
48
Total output
34
Reasoning within output
commit_messages f004
91%
Passed
Tokens
108
Input
37
Total output
28
Reasoning within output
commit_messages f005
84%
Passed
Tokens
96
Input
42
Total output
32
Reasoning within output
commit_messages f006
90%
Passed
Tokens
131
Input
56
Total output
44
Reasoning within output
commit_messages f007
94%
Passed
Tokens
173
Input
64
Total output
51
Reasoning within output
commit_messages f008
95%
Passed
Tokens
68
Input
43
Total output
33
Reasoning within output
commit_messages f009
80%
Passed
Tokens
120
Input
41
Total output
29
Reasoning within output
commit_messages f010
90%
Passed
Tokens
256
Input
83
Total output
70
Reasoning within output
commit_messages f011
84%
Passed
Tokens
138
Input
55
Total output
42
Reasoning within output
commit_messages f012
87.5%
Passed
Tokens
121
Input
48
Total output
37
Reasoning within output
commit_squash f001
100%
Passed
Tokens
133
Input
154
Total output
136
Reasoning within output
commit_squash f002
100%
Passed
Tokens
110
Input
61
Total output
47
Reasoning within output
commit_squash f003
100%
Passed
Tokens
121
Input
238
Total output
220
Reasoning within output
commit_squash f004
100%
Passed
Tokens
112
Input
327
Total output
310
Reasoning within output
commit_squash f005
100%
Passed
Tokens
110
Input
155
Total output
142
Reasoning within output
commit_squash f006
100%
Passed
Tokens
94
Input
95
Total output
78
Reasoning within output
commit_squash f007
100%
Passed
Tokens
97
Input
66
Total output
48
Reasoning within output
commit_squash f008
100%
Passed
Tokens
113
Input
72
Total output
54
Reasoning within output
commit_squash f009
100%
Passed
Tokens
99
Input
66
Total output
49
Reasoning within output
commit_squash f010
100%
Passed
Tokens
114
Input
66
Total output
45
Reasoning within output
commit_squash f011
100%
Passed
Tokens
126
Input
76
Total output
55
Reasoning within output
commit_squash f012
100%
Passed
Tokens
126
Input
58
Total output
32
Reasoning within output
git_bisect f001
100%
Passed
Tokens
166
Input
43
Total output
32
Reasoning within output
git_bisect f002
100%
Passed
Tokens
197
Input
48
Total output
35
Reasoning within output
git_bisect f003
100%
Passed
Tokens
189
Input
36
Total output
25
Reasoning within output
git_bisect f004
100%
Passed
Tokens
183
Input
37
Total output
27
Reasoning within output
git_bisect f005
100%
Passed
Tokens
189
Input
41
Total output
27
Reasoning within output
git_bisect f006
100%
Passed
Tokens
214
Input
38
Total output
29
Reasoning within output
git_bisect f007
100%
Passed
Tokens
189
Input
55
Total output
44
Reasoning within output
git_bisect f008
100%
Passed
Tokens
191
Input
38
Total output
29
Reasoning within output
git_bisect f009
100%
Passed
Tokens
181
Input
47
Total output
38
Reasoning within output
git_bisect f010
100%
Passed
Tokens
187
Input
38
Total output
29
Reasoning within output
git_bisect f011
100%
Passed
Tokens
197
Input
34
Total output
22
Reasoning within output
git_bisect f012
100%
Passed
Tokens
208
Input
50
Total output
40
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
76
Total output
62
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
91
Total output
81
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
63
Total output
53
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
91
Total output
80
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
331
Total output
321
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
168
Total output
155
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
190
Total output
176
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
124
Total output
114
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
159
Total output
145
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
91
Total output
81
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
74
Total output
63
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
145
Total output
131
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
37
Total output
28
Reasoning within output
git_grep f002
100%
Passed
Tokens
62
Input
24
Total output
17
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
22
Total output
15
Reasoning within output
git_grep f004
100%
Passed
Tokens
74
Input
41
Total output
30
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
30
Total output
23
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
116
Total output
109
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
183
Total output
176
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
26
Total output
19
Reasoning within output
git_grep f009
100%
Passed
Tokens
52
Input
26
Total output
17
Reasoning within output
git_grep f010
100%
Passed
Tokens
61
Input
23
Total output
16
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
25
Total output
18
Reasoning within output
git_grep f012
100%
Passed
Tokens
63
Input
36
Total output
22
Reasoning within output
git_log_format f001
100%
Passed
Tokens
708
Input
27
Total output
20
Reasoning within output
git_log_format f002
100%
Passed
Tokens
733
Input
42
Total output
29
Reasoning within output
git_log_format f003
100%
Passed
Tokens
549
Input
53
Total output
38
Reasoning within output
git_log_format f004
100%
Passed
Tokens
705
Input
22
Total output
15
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
47
Total output
36
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
42
Total output
35
Reasoning within output
git_log_format f007
100%
Passed
Tokens
719
Input
10
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
907
Input
5
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
571
Input
24
Total output
17
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,074
Input
19
Total output
12
Reasoning within output
git_log_format f011
100%
Passed
Tokens
350
Input
40
Total output
32
Reasoning within output
git_log_format f012
100%
Passed
Tokens
316
Input
27
Total output
20
Reasoning within output
git_show f001
100%
Passed
Tokens
165
Input
29
Total output
20
Reasoning within output
git_show f002
0%
Failed
Tokens
164
Input
275
Total output
267
Reasoning within output
git_show f003
100%
Passed
Tokens
561
Input
10
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
389
Input
10
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
169
Input
58
Total output
50
Reasoning within output
git_show f006
100%
Passed
Tokens
176
Input
24
Total output
17
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
33
Total output
23
Reasoning within output
git_show f008
100%
Passed
Tokens
179
Input
29
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
255
Input
31
Total output
24
Reasoning within output
git_show f010
100%
Passed
Tokens
167
Input
53
Total output
46
Reasoning within output
git_show f011
100%
Passed
Tokens
193
Input
6
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
286
Input
30
Total output
23
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
80
Total output
70
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
162
Total output
149
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
167
Total output
157
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
199
Total output
172
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
46
Total output
24
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
110
Total output
85
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
48
Total output
34
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
30
Total output
18
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
33
Total output
22
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
116
Total output
86
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
56
Total output
29
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
137
Total output
93
Reasoning within output
rebase f001
100%
Passed
Tokens
91
Input
59
Total output
49
Reasoning within output
rebase f002
100%
Passed
Tokens
120
Input
32
Total output
19
Reasoning within output
rebase f003
100%
Passed
Tokens
98
Input
29
Total output
20
Reasoning within output
rebase f004
100%
Passed
Tokens
136
Input
149
Total output
122
Reasoning within output
rebase f005
100%
Passed
Tokens
134
Input
56
Total output
37
Reasoning within output
rebase f006
100%
Passed
Tokens
128
Input
54
Total output
29
Reasoning within output
rebase f007
100%
Passed
Tokens
120
Input
39
Total output
25
Reasoning within output
rebase f008
100%
Passed
Tokens
114
Input
31
Total output
19
Reasoning within output
rebase f009
100%
Passed
Tokens
96
Input
31
Total output
20
Reasoning within output
rebase f010
100%
Passed
Tokens
196
Input
116
Total output
86
Reasoning within output
rebase f011
100%
Passed
Tokens
148
Input
53
Total output
26
Reasoning within output
rebase f012
0%
Failed
Tokens
246
Input
378
Total output
334
Reasoning within output
reflog f001
100%
Passed
Tokens
201
Input
77
Total output
50
Reasoning within output
reflog f002
100%
Passed
Tokens
203
Input
42
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
178
Input
55
Total output
21
Reasoning within output
reflog f004
100%
Passed
Tokens
277
Input
1,144
Total output
1,034
Reasoning within output
reflog f005
100%
Passed
Tokens
319
Input
108
Total output
73
Reasoning within output
reflog f006
100%
Passed
Tokens
209
Input
188
Total output
121
Reasoning within output
reflog f007
100%
Passed
Tokens
246
Input
71
Total output
34
Reasoning within output
reflog f008
100%
Passed
Tokens
316
Input
168
Total output
122
Reasoning within output
reflog f009
100%
Passed
Tokens
277
Input
1,128
Total output
1,034
Reasoning within output
reflog f010
100%
Passed
Tokens
246
Input
118
Total output
80
Reasoning within output
reflog f011
100%
Passed
Tokens
262
Input
580
Total output
458
Reasoning within output
reflog f012
100%
Passed
Tokens
274
Input
1,956
Total output
1,839
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
125
Input
34
Total output
23
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
264
Input
15
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
32
Total output
20
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
60
Total output
39
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
120
Input
36
Total output
18
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
9
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
195
Input
79
Total output
62
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
9
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
62
Total output
24
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
32
Total output
21
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
108
Input
70
Total output
58
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
9
Total output
0
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
42
Input
95
Total output
80
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
89
Input
660
Total output
643
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
92
Input
727
Total output
697
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
77
Input
136
Total output
126
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
233
Total output
200
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
74
Input
438
Total output
428
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
113
Total output
88
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
86
Input
266
Total output
253
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
82
Input
78
Total output
68
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
90
Input
49
Total output
36
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
92
Input
42
Total output
32
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
48
Total output
30
Reasoning within output
tag_management f001
100%
Passed
Tokens
56
Input
43
Total output
31
Reasoning within output
tag_management f002
100%
Passed
Tokens
54
Input
62
Total output
39
Reasoning within output
tag_management f003
100%
Passed
Tokens
57
Input
84
Total output
69
Reasoning within output
tag_management f004
100%
Passed
Tokens
64
Input
59
Total output
51
Reasoning within output
tag_management f005
100%
Passed
Tokens
79
Input
46
Total output
32
Reasoning within output
tag_management f006
100%
Passed
Tokens
62
Input
168
Total output
151
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
61
Input
804
Total output
756
Reasoning within output
tag_management f008
100%
Passed
Tokens
65
Input
416
Total output
387
Reasoning within output
tag_management f009
100%
Passed
Tokens
68
Input
98
Total output
75
Reasoning within output
tag_management f010
100%
Passed
Tokens
46
Input
42
Total output
29
Reasoning within output
tag_management f011
100%
Passed
Tokens
45
Input
59
Total output
48
Reasoning within output
tag_management f012
100%
Passed
Tokens
81
Input
122
Total output
107
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
123
Input
154
Total output
139
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
132
Input
154
Total output
125
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
191
Input
101
Total output
87
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
178
Input
32
Total output
22
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
109
Input
111
Total output
94
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
117
Input
83
Total output
63
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
118
Input
244
Total output
215
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
141
Input
244
Total output
187
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
215
Input
43
Total output
33
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
185
Input
62
Total output
41
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
185
Input
61
Total output
47
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
115
Input
72
Total output
53
Reasoning within output