Openai / gpt-6-luna
high
95.6%
195 / 204 fixtures · 1 run(s)
34,110 input / 16,636 total output / 13,166 reasoning within output tokens $0.01175505
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-3.9%
Text: 95.6% →
JSON: 91.7%
+1
Gained
JSON pass / text fail
−9
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% |
| worktree_usage | 83.3% | 66.7% | -16.7% |
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| rebase | 91.7% | 83.3% | -8.3% |
| cherry_pick | 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_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% |
| submodule_usage | 91.7% | 91.7% | + 0% |
| tag_management | 91.7% | 91.7% | + 0% |
Changed Fixtures (10)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
218
Input
93
Total output
82
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
200
Input
54
Total output
44
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
225
Input
43
Total output
31
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
174
Input
41
Total output
30
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
222
Input
64
Total output
55
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
206
Input
202
Total output
193
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
186
Input
46
Total output
36
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
206
Input
35
Total output
25
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
173
Input
68
Total output
58
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
357
Input
74
Total output
65
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
203
Input
33
Total output
24
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
126
Input
54
Total output
43
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
96
Input
110
Total output
100
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
110
Input
60
Total output
49
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
88
Input
80
Total output
73
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
122
Input
31
Total output
20
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
94
Input
57
Total output
48
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
117
Input
46
Total output
33
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
95
Input
33
Total output
22
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
119
Input
68
Total output
53
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
78
Input
51
Total output
44
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
113
Input
63
Total output
52
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
65
Input
45
Total output
38
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
145
Input
47
Total output
30
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
89
Input
60
Total output
50
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
110
Input
62
Total output
49
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
85
Input
103
Total output
93
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
138
Input
136
Total output
111
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
141
Input
53
Total output
31
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
128
Input
84
Total output
59
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
118
Input
37
Total output
23
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
117
Input
29
Total output
17
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
103
Input
21
Total output
10
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
202
Input
109
Total output
79
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
158
Input
51
Total output
24
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
254
Input
281
Total output
227
Reasoning within output
commit_messages f001
92.5%
Passed
Tokens
101
Input
38
Total output
27
Reasoning within output
commit_messages f002
79%
Passed
Tokens
195
Input
53
Total output
39
Reasoning within output
commit_messages f003
95%
Passed
Tokens
80
Input
49
Total output
35
Reasoning within output
commit_messages f004
94%
Passed
Tokens
108
Input
35
Total output
26
Reasoning within output
commit_messages f005
89%
Passed
Tokens
96
Input
37
Total output
27
Reasoning within output
commit_messages f006
92.5%
Passed
Tokens
131
Input
59
Total output
47
Reasoning within output
commit_messages f007
92.5%
Passed
Tokens
173
Input
52
Total output
39
Reasoning within output
commit_messages f008
92.5%
Passed
Tokens
68
Input
37
Total output
27
Reasoning within output
commit_messages f009
82%
Passed
Tokens
120
Input
50
Total output
38
Reasoning within output
commit_messages f010
92.5%
Passed
Tokens
256
Input
49
Total output
36
Reasoning within output
commit_messages f011
77.5%
Passed
Tokens
138
Input
69
Total output
50
Reasoning within output
commit_messages f012
92.5%
Passed
Tokens
121
Input
38
Total output
27
Reasoning within output
commit_squash f001
100%
Passed
Tokens
132
Input
136
Total output
118
Reasoning within output
commit_squash f002
100%
Passed
Tokens
112
Input
50
Total output
36
Reasoning within output
commit_squash f003
100%
Passed
Tokens
123
Input
76
Total output
58
Reasoning within output
commit_squash f004
100%
Passed
Tokens
116
Input
176
Total output
159
Reasoning within output
commit_squash f005
100%
Passed
Tokens
110
Input
237
Total output
224
Reasoning within output
commit_squash f006
100%
Passed
Tokens
93
Input
53
Total output
36
Reasoning within output
commit_squash f007
100%
Passed
Tokens
94
Input
58
Total output
40
Reasoning within output
commit_squash f008
100%
Passed
Tokens
108
Input
46
Total output
28
Reasoning within output
commit_squash f009
100%
Passed
Tokens
100
Input
47
Total output
30
Reasoning within output
commit_squash f010
100%
Passed
Tokens
115
Input
43
Total output
22
Reasoning within output
commit_squash f011
100%
Passed
Tokens
125
Input
46
Total output
25
Reasoning within output
commit_squash f012
100%
Passed
Tokens
124
Input
52
Total output
26
Reasoning within output
git_bisect f001
100%
Passed
Tokens
166
Input
25
Total output
15
Reasoning within output
git_bisect f002
100%
Passed
Tokens
195
Input
34
Total output
22
Reasoning within output
git_bisect f003
100%
Passed
Tokens
187
Input
38
Total output
28
Reasoning within output
git_bisect f004
100%
Passed
Tokens
189
Input
35
Total output
25
Reasoning within output
git_bisect f005
100%
Passed
Tokens
191
Input
28
Total output
18
Reasoning within output
git_bisect f006
100%
Passed
Tokens
216
Input
8
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
187
Input
37
Total output
26
Reasoning within output
git_bisect f008
100%
Passed
Tokens
195
Input
31
Total output
19
Reasoning within output
git_bisect f009
100%
Passed
Tokens
189
Input
26
Total output
17
Reasoning within output
git_bisect f010
100%
Passed
Tokens
185
Input
32
Total output
18
Reasoning within output
git_bisect f011
100%
Passed
Tokens
189
Input
27
Total output
17
Reasoning within output
git_bisect f012
100%
Passed
Tokens
206
Input
56
Total output
47
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
68
Total output
54
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
96
Total output
86
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
52
Total output
42
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
69
Total output
58
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
219
Total output
209
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
146
Total output
133
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
111
Total output
97
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
77
Total output
67
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
110
Total output
96
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
191
Total output
181
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
89
Total output
78
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
112
Total output
98
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
24
Total output
15
Reasoning within output
git_grep f002
100%
Passed
Tokens
62
Input
28
Total output
21
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
29
Total output
18
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
21
Total output
14
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
131
Total output
124
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
332
Total output
325
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
27
Total output
20
Reasoning within output
git_grep f009
100%
Passed
Tokens
52
Input
25
Total output
16
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
37
Total output
30
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
701
Input
17
Total output
10
Reasoning within output
git_log_format f002
100%
Passed
Tokens
692
Input
34
Total output
21
Reasoning within output
git_log_format f003
100%
Passed
Tokens
551
Input
29
Total output
14
Reasoning within output
git_log_format f004
100%
Passed
Tokens
706
Input
5
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
37
Total output
26
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
34
Total output
27
Reasoning within output
git_log_format f007
100%
Passed
Tokens
700
Input
9
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
924
Input
19
Total output
12
Reasoning within output
git_log_format f009
100%
Passed
Tokens
555
Input
5
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,045
Input
22
Total output
15
Reasoning within output
git_log_format f011
100%
Passed
Tokens
353
Input
36
Total output
28
Reasoning within output
git_log_format f012
100%
Passed
Tokens
316
Input
5
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
166
Input
35
Total output
26
Reasoning within output
git_show f002
0%
Failed
Tokens
162
Input
445
Total output
437
Reasoning within output
git_show f003
100%
Passed
Tokens
553
Input
29
Total output
17
Reasoning within output
git_show f004
100%
Passed
Tokens
385
Input
10
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
173
Input
35
Total output
27
Reasoning within output
git_show f006
100%
Passed
Tokens
177
Input
19
Total output
12
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
37
Total output
27
Reasoning within output
git_show f008
100%
Passed
Tokens
177
Input
26
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
250
Input
24
Total output
17
Reasoning within output
git_show f010
100%
Passed
Tokens
167
Input
20
Total output
13
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
23
Total output
16
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
59
Total output
49
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
187
Total output
174
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
141
Total output
131
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
257
Total output
230
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
51
Total output
29
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
77
Total output
52
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
39
Total output
25
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
25
Total output
13
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
28
Total output
17
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
80
Total output
50
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
54
Total output
27
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
110
Total output
66
Reasoning within output
rebase f001
100%
Passed
Tokens
89
Input
52
Total output
42
Reasoning within output
rebase f002
100%
Passed
Tokens
119
Input
33
Total output
20
Reasoning within output
rebase f003
100%
Passed
Tokens
98
Input
31
Total output
22
Reasoning within output
rebase f004
100%
Passed
Tokens
139
Input
297
Total output
270
Reasoning within output
rebase f005
100%
Passed
Tokens
134
Input
48
Total output
29
Reasoning within output
rebase f006
100%
Passed
Tokens
129
Input
54
Total output
29
Reasoning within output
rebase f007
100%
Passed
Tokens
120
Input
37
Total output
23
Reasoning within output
rebase f008
100%
Passed
Tokens
114
Input
54
Total output
42
Reasoning within output
rebase f009
100%
Passed
Tokens
96
Input
9
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
192
Input
110
Total output
80
Reasoning within output
rebase f011
100%
Passed
Tokens
148
Input
51
Total output
24
Reasoning within output
rebase f012
0%
Failed
Tokens
248
Input
147
Total output
93
Reasoning within output
reflog f001
100%
Passed
Tokens
199
Input
82
Total output
51
Reasoning within output
reflog f002
100%
Passed
Tokens
197
Input
31
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
173
Input
58
Total output
18
Reasoning within output
reflog f004
100%
Passed
Tokens
278
Input
214
Total output
131
Reasoning within output
reflog f005
100%
Passed
Tokens
311
Input
107
Total output
64
Reasoning within output
reflog f006
100%
Passed
Tokens
210
Input
124
Total output
58
Reasoning within output
reflog f007
100%
Passed
Tokens
240
Input
61
Total output
24
Reasoning within output
reflog f008
100%
Passed
Tokens
298
Input
76
Total output
32
Reasoning within output
reflog f009
100%
Passed
Tokens
259
Input
278
Total output
230
Reasoning within output
reflog f010
100%
Passed
Tokens
238
Input
436
Total output
356
Reasoning within output
reflog f011
100%
Passed
Tokens
273
Input
248
Total output
168
Reasoning within output
reflog f012
100%
Passed
Tokens
267
Input
378
Total output
295
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
123
Input
21
Total output
10
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
267
Input
14
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
46
Total output
28
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
120
Input
37
Total output
17
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
9
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
191
Input
17
Total output
0
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
15
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
66
Total output
28
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
31
Total output
20
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
35
Total output
18
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
42
Input
62
Total output
47
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
91
Input
208
Total output
191
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
91
Input
424
Total output
393
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
75
Input
95
Total output
83
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
208
Total output
175
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
77
Input
270
Total output
260
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
172
Total output
147
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
82
Input
41
Total output
29
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
81
Input
76
Total output
64
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
87
Input
40
Total output
27
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
95
Input
34
Total output
24
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
48
Total output
30
Reasoning within output
tag_management f001
100%
Passed
Tokens
55
Input
38
Total output
26
Reasoning within output
tag_management f002
100%
Passed
Tokens
52
Input
57
Total output
33
Reasoning within output
tag_management f003
100%
Passed
Tokens
60
Input
38
Total output
23
Reasoning within output
tag_management f004
100%
Passed
Tokens
66
Input
80
Total output
70
Reasoning within output
tag_management f005
100%
Passed
Tokens
74
Input
66
Total output
52
Reasoning within output
tag_management f006
100%
Passed
Tokens
61
Input
154
Total output
136
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
62
Input
792
Total output
772
Reasoning within output
tag_management f008
100%
Passed
Tokens
65
Input
251
Total output
224
Reasoning within output
tag_management f009
100%
Passed
Tokens
68
Input
61
Total output
38
Reasoning within output
tag_management f010
100%
Passed
Tokens
47
Input
39
Total output
26
Reasoning within output
tag_management f011
100%
Passed
Tokens
46
Input
52
Total output
41
Reasoning within output
tag_management f012
100%
Passed
Tokens
79
Input
120
Total output
105
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
123
Input
126
Total output
111
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
125
Input
126
Total output
98
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
188
Input
75
Total output
61
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
186
Input
76
Total output
66
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
111
Input
127
Total output
110
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
113
Input
81
Total output
61
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
117
Input
115
Total output
86
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
139
Input
228
Total output
171
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
209
Input
95
Total output
85
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
191
Input
60
Total output
39
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
182
Input
59
Total output
45
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
117
Input
90
Total output
71
Reasoning within output