Openai / gpt-6-luna
low
96.1%
196 / 204 fixtures · 1 run(s)
34,261 input / 9,207 total output / 5,854 reasoning within output tokens $0.00805585
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-4.9%
Text: 96.1% →
JSON: 91.2%
+1
Gained
JSON pass / text fail
−11
Lost
Text pass / JSON fail
185
Unchanged Pass
Both pass
7
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 100% | 75% | -25% |
| merge_conflicts | 91.7% | 75% | -16.7% |
| rebase | 91.7% | 75% | -16.7% |
| submodule_usage | 91.7% | 75% | -16.7% |
| cherry_pick | 83.3% | 66.7% | -16.7% |
| worktree_usage | 91.7% | 100% | + 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_grep | 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 (12)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
218
Input
74
Total output
63
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
201
Input
62
Total output
52
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
225
Input
10
Total output
0
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
168
Input
9
Total output
0
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
219
Input
31
Total output
22
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
206
Input
55
Total output
46
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
183
Input
72
Total output
62
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
206
Input
52
Total output
42
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
169
Input
58
Total output
48
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
363
Input
87
Total output
78
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
197
Input
34
Total output
25
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
125
Input
56
Total output
45
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
97
Input
68
Total output
58
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
109
Input
45
Total output
34
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
91
Input
57
Total output
50
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
126
Input
37
Total output
26
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
100
Input
26
Total output
17
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
118
Input
34
Total output
21
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
104
Input
30
Total output
19
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
114
Input
49
Total output
34
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
76
Input
42
Total output
35
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
111
Input
37
Total output
26
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
66
Input
44
Total output
37
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
144
Input
38
Total output
21
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
88
Input
60
Total output
50
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
112
Input
11
Total output
0
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
82
Input
60
Total output
50
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
138
Input
49
Total output
24
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
143
Input
20
Total output
0
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
128
Input
51
Total output
26
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
119
Input
12
Total output
0
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
118
Input
10
Total output
0
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
102
Input
9
Total output
0
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
200
Input
121
Total output
91
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
156
Input
41
Total output
14
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
250
Input
129
Total output
75
Reasoning within output
commit_messages f001
80%
Passed
Tokens
101
Input
10
Total output
0
Reasoning within output
commit_messages f002
89%
Passed
Tokens
195
Input
12
Total output
0
Reasoning within output
commit_messages f003
95%
Passed
Tokens
80
Input
12
Total output
0
Reasoning within output
commit_messages f004
95%
Passed
Tokens
108
Input
7
Total output
0
Reasoning within output
commit_messages f005
89%
Passed
Tokens
96
Input
8
Total output
0
Reasoning within output
commit_messages f006
94%
Passed
Tokens
131
Input
11
Total output
0
Reasoning within output
commit_messages f007
92.5%
Passed
Tokens
173
Input
11
Total output
0
Reasoning within output
commit_messages f008
92%
Passed
Tokens
68
Input
8
Total output
0
Reasoning within output
commit_messages f009
65%
Passed
Tokens
120
Input
10
Total output
0
Reasoning within output
commit_messages f010
90%
Passed
Tokens
256
Input
12
Total output
0
Reasoning within output
commit_messages f011
75%
Passed
Tokens
138
Input
12
Total output
0
Reasoning within output
commit_messages f012
87.5%
Passed
Tokens
121
Input
10
Total output
0
Reasoning within output
commit_squash f001
100%
Passed
Tokens
130
Input
83
Total output
65
Reasoning within output
commit_squash f002
100%
Passed
Tokens
111
Input
34
Total output
20
Reasoning within output
commit_squash f003
100%
Passed
Tokens
120
Input
51
Total output
33
Reasoning within output
commit_squash f004
100%
Passed
Tokens
111
Input
103
Total output
86
Reasoning within output
commit_squash f005
100%
Passed
Tokens
108
Input
46
Total output
33
Reasoning within output
commit_squash f006
100%
Passed
Tokens
94
Input
38
Total output
21
Reasoning within output
commit_squash f007
100%
Passed
Tokens
98
Input
47
Total output
29
Reasoning within output
commit_squash f008
100%
Passed
Tokens
108
Input
41
Total output
23
Reasoning within output
commit_squash f009
100%
Passed
Tokens
102
Input
41
Total output
24
Reasoning within output
commit_squash f010
100%
Passed
Tokens
117
Input
39
Total output
18
Reasoning within output
commit_squash f011
100%
Passed
Tokens
126
Input
43
Total output
22
Reasoning within output
commit_squash f012
100%
Passed
Tokens
121
Input
48
Total output
22
Reasoning within output
git_bisect f001
100%
Passed
Tokens
168
Input
10
Total output
0
Reasoning within output
git_bisect f002
100%
Passed
Tokens
193
Input
8
Total output
0
Reasoning within output
git_bisect f003
100%
Passed
Tokens
189
Input
8
Total output
0
Reasoning within output
git_bisect f004
100%
Passed
Tokens
189
Input
9
Total output
0
Reasoning within output
git_bisect f005
100%
Passed
Tokens
189
Input
8
Total output
0
Reasoning within output
git_bisect f006
100%
Passed
Tokens
216
Input
9
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
191
Input
8
Total output
0
Reasoning within output
git_bisect f008
100%
Passed
Tokens
205
Input
9
Total output
0
Reasoning within output
git_bisect f009
100%
Passed
Tokens
191
Input
8
Total output
0
Reasoning within output
git_bisect f010
100%
Passed
Tokens
187
Input
9
Total output
0
Reasoning within output
git_bisect f011
100%
Passed
Tokens
197
Input
30
Total output
19
Reasoning within output
git_bisect f012
100%
Passed
Tokens
208
Input
8
Total output
0
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
38
Total output
24
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
47
Total output
36
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
31
Total output
21
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
70
Total output
59
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
117
Total output
107
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
61
Total output
48
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
68
Total output
54
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
59
Total output
49
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
70
Total output
56
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
56
Total output
45
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
35
Total output
24
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
77
Total output
63
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
7
Total output
0
Reasoning within output
git_grep f002
100%
Passed
Tokens
62
Input
20
Total output
13
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
20
Total output
13
Reasoning within output
git_grep f004
100%
Passed
Tokens
74
Input
9
Total output
0
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
22
Total output
15
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
78
Total output
71
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
134
Total output
127
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
21
Total output
14
Reasoning within output
git_grep f009
100%
Passed
Tokens
52
Input
7
Total output
0
Reasoning within output
git_grep f010
100%
Passed
Tokens
61
Input
17
Total output
10
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
5
Total output
0
Reasoning within output
git_grep f012
100%
Passed
Tokens
63
Input
26
Total output
12
Reasoning within output
git_log_format f001
100%
Passed
Tokens
713
Input
5
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
688
Input
11
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
562
Input
13
Total output
0
Reasoning within output
git_log_format f004
100%
Passed
Tokens
686
Input
5
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
32
Total output
21
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
39
Total output
32
Reasoning within output
git_log_format f007
100%
Passed
Tokens
701
Input
9
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
935
Input
5
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
577
Input
5
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,053
Input
5
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
348
Input
6
Total output
0
Reasoning within output
git_log_format f012
100%
Passed
Tokens
333
Input
5
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
166
Input
33
Total output
24
Reasoning within output
git_show f002
0%
Failed
Tokens
170
Input
280
Total output
272
Reasoning within output
git_show f003
100%
Passed
Tokens
559
Input
10
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
381
Input
10
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
172
Input
29
Total output
21
Reasoning within output
git_show f006
100%
Passed
Tokens
176
Input
5
Total output
0
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
8
Total output
0
Reasoning within output
git_show f008
100%
Passed
Tokens
179
Input
28
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
254
Input
20
Total output
13
Reasoning within output
git_show f010
100%
Passed
Tokens
168
Input
16
Total output
9
Reasoning within output
git_show f011
100%
Passed
Tokens
200
Input
6
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
290
Input
5
Total output
0
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
74
Total output
64
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
82
Total output
69
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
92
Total output
82
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
156
Total output
129
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
31
Total output
9
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
52
Total output
27
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
12
Total output
0
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
23
Total output
11
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
27
Total output
16
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
92
Total output
62
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
41
Total output
14
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
126
Total output
72
Reasoning within output
rebase f001
100%
Passed
Tokens
90
Input
41
Total output
31
Reasoning within output
rebase f002
100%
Passed
Tokens
118
Input
11
Total output
0
Reasoning within output
rebase f003
100%
Passed
Tokens
98
Input
7
Total output
0
Reasoning within output
rebase f004
100%
Passed
Tokens
135
Input
129
Total output
102
Reasoning within output
rebase f005
100%
Passed
Tokens
134
Input
17
Total output
0
Reasoning within output
rebase f006
100%
Passed
Tokens
127
Input
43
Total output
18
Reasoning within output
rebase f007
100%
Passed
Tokens
122
Input
34
Total output
20
Reasoning within output
rebase f008
100%
Passed
Tokens
113
Input
10
Total output
0
Reasoning within output
rebase f009
100%
Passed
Tokens
97
Input
9
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
194
Input
28
Total output
0
Reasoning within output
rebase f011
100%
Passed
Tokens
146
Input
41
Total output
14
Reasoning within output
rebase f012
0%
Failed
Tokens
246
Input
218
Total output
164
Reasoning within output
reflog f001
100%
Passed
Tokens
206
Input
28
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
193
Input
32
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
170
Input
31
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
284
Input
188
Total output
99
Reasoning within output
reflog f005
100%
Passed
Tokens
325
Input
43
Total output
0
Reasoning within output
reflog f006
100%
Passed
Tokens
217
Input
34
Total output
0
Reasoning within output
reflog f007
100%
Passed
Tokens
241
Input
44
Total output
0
Reasoning within output
reflog f008
100%
Passed
Tokens
314
Input
44
Total output
0
Reasoning within output
reflog f009
100%
Passed
Tokens
273
Input
30
Total output
0
Reasoning within output
reflog f010
100%
Passed
Tokens
232
Input
110
Total output
44
Reasoning within output
reflog f011
100%
Passed
Tokens
283
Input
72
Total output
0
Reasoning within output
reflog f012
100%
Passed
Tokens
268
Input
344
Total output
239
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
124
Input
9
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
267
Input
17
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
17
Total output
0
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
9
Total output
0
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
119
Input
9
Total output
0
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
15
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
195
Input
15
Total output
0
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
32
Total output
0
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
9
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
109
Input
9
Total output
0
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
37
Total output
22
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
91
Input
111
Total output
94
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
92
Input
293
Total output
236
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
75
Input
53
Total output
41
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
107
Total output
74
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
75
Input
129
Total output
119
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
86
Total output
61
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
85
Input
34
Total output
22
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
80
Input
47
Total output
36
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
83
Input
37
Total output
24
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
92
Input
31
Total output
21
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
43
Total output
25
Reasoning within output
tag_management f001
100%
Passed
Tokens
54
Input
39
Total output
26
Reasoning within output
tag_management f002
100%
Passed
Tokens
52
Input
55
Total output
31
Reasoning within output
tag_management f003
100%
Passed
Tokens
58
Input
41
Total output
26
Reasoning within output
tag_management f004
100%
Passed
Tokens
65
Input
27
Total output
19
Reasoning within output
tag_management f005
100%
Passed
Tokens
78
Input
39
Total output
25
Reasoning within output
tag_management f006
100%
Passed
Tokens
61
Input
41
Total output
23
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
61
Input
180
Total output
128
Reasoning within output
tag_management f008
100%
Passed
Tokens
66
Input
78
Total output
50
Reasoning within output
tag_management f009
100%
Passed
Tokens
69
Input
58
Total output
35
Reasoning within output
tag_management f010
100%
Passed
Tokens
48
Input
30
Total output
17
Reasoning within output
tag_management f011
100%
Passed
Tokens
46
Input
32
Total output
21
Reasoning within output
tag_management f012
100%
Passed
Tokens
77
Input
67
Total output
52
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
123
Input
35
Total output
20
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
126
Input
84
Total output
56
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
185
Input
70
Total output
56
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
182
Input
26
Total output
16
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
116
Input
40
Total output
23
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
119
Input
69
Total output
49
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
116
Input
68
Total output
43
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
137
Input
142
Total output
85
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
213
Input
46
Total output
36
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
190
Input
70
Total output
49
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
182
Input
35
Total output
21
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
116
Input
46
Total output
27
Reasoning within output