Openai / gpt-5.6-luna
medium
94.1%
192 / 204 fixtures · 1 run(s)
34,234 input / 12,086 total output / 8,286 reasoning within output tokens $0.10701175
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-1%
Text: 94.1% →
JSON: 93.1%
+5
Gained
JSON pass / text fail
−7
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% | 83.3% | -8.3% |
| blame_forensics | 91.7% | 100% | + 8.3% |
| git_grep | 91.7% | 100% | + 8.3% |
| rebase | 83.3% | 75% | -8.3% |
| submodule_usage | 91.7% | 100% | + 8.3% |
| cherry_pick | 75% | 75% | + 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 | 100% | 100% | + 0% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| tag_management | 91.7% | 91.7% | + 0% |
| worktree_usage | 83.3% | 83.3% | + 0% |
Changed Fixtures (12)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
217
Input
65
Total output
54
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
202
Input
56
Total output
46
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
223
Input
37
Total output
25
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
161
Input
9
Total output
0
Reasoning within output
blame_forensics f005
0%
Failed
Tokens
220
Input
58
Total output
48
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
207
Input
100
Total output
91
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
182
Input
33
Total output
23
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
211
Input
38
Total output
28
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
170
Input
8
Total output
0
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
358
Input
53
Total output
44
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
200
Input
29
Total output
20
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
125
Input
40
Total output
29
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
92
Input
103
Total output
93
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
114
Input
47
Total output
36
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
87
Input
41
Total output
34
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
123
Input
53
Total output
42
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
99
Input
29
Total output
20
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
121
Input
11
Total output
0
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
95
Input
34
Total output
23
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
117
Input
13
Total output
0
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
77
Input
28
Total output
21
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
110
Input
40
Total output
29
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
64
Input
30
Total output
23
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
149
Input
15
Total output
0
Reasoning within output
cherry_pick f001
0%
Failed
Tokens
88
Input
8
Total output
0
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
111
Input
11
Total output
0
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
84
Input
8
Total output
0
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
137
Input
194
Total output
169
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
144
Input
42
Total output
20
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
127
Input
59
Total output
34
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
117
Input
34
Total output
20
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
116
Input
10
Total output
0
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
101
Input
9
Total output
0
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
204
Input
203
Total output
173
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
158
Input
25
Total output
0
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
250
Input
286
Total output
232
Reasoning within output
commit_messages f001
93.3%
Passed
Tokens
101
Input
9
Total output
0
Reasoning within output
commit_messages f002
84.7%
Passed
Tokens
195
Input
13
Total output
0
Reasoning within output
commit_messages f003
93.3%
Passed
Tokens
80
Input
12
Total output
0
Reasoning within output
commit_messages f004
91.7%
Passed
Tokens
108
Input
7
Total output
0
Reasoning within output
commit_messages f005
90%
Passed
Tokens
96
Input
7
Total output
0
Reasoning within output
commit_messages f006
69%
Passed
Tokens
131
Input
11
Total output
0
Reasoning within output
commit_messages f007
91%
Passed
Tokens
173
Input
11
Total output
0
Reasoning within output
commit_messages f008
89.3%
Passed
Tokens
68
Input
8
Total output
0
Reasoning within output
commit_messages f009
77.7%
Passed
Tokens
120
Input
10
Total output
0
Reasoning within output
commit_messages f010
90%
Passed
Tokens
256
Input
11
Total output
0
Reasoning within output
commit_messages f011
66.7%
Passed
Tokens
138
Input
10
Total output
0
Reasoning within output
commit_messages f012
89.3%
Passed
Tokens
121
Input
9
Total output
0
Reasoning within output
commit_squash f001
100%
Passed
Tokens
134
Input
128
Total output
110
Reasoning within output
commit_squash f002
100%
Passed
Tokens
112
Input
47
Total output
33
Reasoning within output
commit_squash f003
100%
Passed
Tokens
124
Input
54
Total output
36
Reasoning within output
commit_squash f004
100%
Passed
Tokens
113
Input
169
Total output
152
Reasoning within output
commit_squash f005
100%
Passed
Tokens
106
Input
97
Total output
84
Reasoning within output
commit_squash f006
100%
Passed
Tokens
91
Input
47
Total output
30
Reasoning within output
commit_squash f007
100%
Passed
Tokens
95
Input
37
Total output
19
Reasoning within output
commit_squash f008
100%
Passed
Tokens
110
Input
36
Total output
18
Reasoning within output
commit_squash f009
100%
Passed
Tokens
100
Input
33
Total output
16
Reasoning within output
commit_squash f010
100%
Passed
Tokens
117
Input
41
Total output
20
Reasoning within output
commit_squash f011
100%
Passed
Tokens
125
Input
39
Total output
18
Reasoning within output
commit_squash f012
100%
Passed
Tokens
120
Input
61
Total output
35
Reasoning within output
git_bisect f001
100%
Passed
Tokens
166
Input
9
Total output
0
Reasoning within output
git_bisect f002
100%
Passed
Tokens
195
Input
8
Total output
0
Reasoning within output
git_bisect f003
100%
Passed
Tokens
197
Input
10
Total output
0
Reasoning within output
git_bisect f004
100%
Passed
Tokens
195
Input
8
Total output
0
Reasoning within output
git_bisect f005
100%
Passed
Tokens
193
Input
9
Total output
0
Reasoning within output
git_bisect f006
100%
Passed
Tokens
212
Input
7
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
193
Input
9
Total output
0
Reasoning within output
git_bisect f008
100%
Passed
Tokens
191
Input
9
Total output
0
Reasoning within output
git_bisect f009
100%
Passed
Tokens
193
Input
11
Total output
0
Reasoning within output
git_bisect f010
100%
Passed
Tokens
195
Input
9
Total output
0
Reasoning within output
git_bisect f011
100%
Passed
Tokens
193
Input
9
Total output
0
Reasoning within output
git_bisect f012
100%
Passed
Tokens
208
Input
7
Total output
0
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
44
Total output
30
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
48
Total output
38
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
44
Total output
34
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
42
Total output
31
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
69
Total output
57
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
110
Total output
97
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
75
Total output
61
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
50
Total output
40
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
92
Total output
78
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
77
Total output
67
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
62
Total output
51
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
103
Total output
89
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
7
Total output
0
Reasoning within output
git_grep f002
100%
Passed
Tokens
63
Input
5
Total output
0
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
5
Total output
0
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
5
Total output
0
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
52
Total output
45
Reasoning within output
git_grep f007
0%
Failed
Tokens
154
Input
93
Total output
86
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
5
Total output
0
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
5
Total output
0
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
12
Total output
0
Reasoning within output
git_log_format f001
100%
Passed
Tokens
711
Input
5
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
699
Input
29
Total output
16
Reasoning within output
git_log_format f003
100%
Passed
Tokens
561
Input
13
Total output
0
Reasoning within output
git_log_format f004
100%
Passed
Tokens
678
Input
5
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
31
Total output
20
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
5
Total output
0
Reasoning within output
git_log_format f007
100%
Passed
Tokens
712
Input
9
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
951
Input
5
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
572
Input
5
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,050
Input
5
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
361
Input
6
Total output
0
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
164
Input
7
Total output
0
Reasoning within output
git_show f002
100%
Passed
Tokens
166
Input
80
Total output
72
Reasoning within output
git_show f003
100%
Passed
Tokens
559
Input
10
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
383
Input
10
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
169
Input
30
Total output
22
Reasoning within output
git_show f006
100%
Passed
Tokens
173
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
177
Input
26
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
263
Input
5
Total output
0
Reasoning within output
git_show f010
100%
Passed
Tokens
169
Input
5
Total output
0
Reasoning within output
git_show f011
100%
Passed
Tokens
192
Input
6
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
288
Input
5
Total output
0
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
75
Total output
65
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
120
Total output
107
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
112
Total output
102
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
72
Total output
45
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
32
Total output
10
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
106
Total output
81
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
33
Total output
19
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
26
Total output
14
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
137
Total output
107
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
57
Total output
30
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
108
Total output
54
Reasoning within output
rebase f001
100%
Passed
Tokens
90
Input
125
Total output
115
Reasoning within output
rebase f002
100%
Passed
Tokens
119
Input
11
Total output
0
Reasoning within output
rebase f003
100%
Passed
Tokens
98
Input
7
Total output
0
Reasoning within output
rebase f004
0%
Failed
Tokens
137
Input
148
Total output
123
Reasoning within output
rebase f005
100%
Passed
Tokens
135
Input
54
Total output
35
Reasoning within output
rebase f006
100%
Passed
Tokens
128
Input
57
Total output
32
Reasoning within output
rebase f007
100%
Passed
Tokens
122
Input
31
Total output
17
Reasoning within output
rebase f008
100%
Passed
Tokens
113
Input
10
Total output
0
Reasoning within output
rebase f009
100%
Passed
Tokens
96
Input
9
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
196
Input
152
Total output
122
Reasoning within output
rebase f011
100%
Passed
Tokens
145
Input
53
Total output
26
Reasoning within output
rebase f012
0%
Failed
Tokens
244
Input
148
Total output
104
Reasoning within output
reflog f001
100%
Passed
Tokens
203
Input
26
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
192
Input
77
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
176
Input
37
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
275
Input
281
Total output
131
Reasoning within output
reflog f005
100%
Passed
Tokens
315
Input
168
Total output
77
Reasoning within output
reflog f006
100%
Passed
Tokens
213
Input
175
Total output
58
Reasoning within output
reflog f007
100%
Passed
Tokens
241
Input
203
Total output
110
Reasoning within output
reflog f008
100%
Passed
Tokens
299
Input
163
Total output
69
Reasoning within output
reflog f009
100%
Passed
Tokens
289
Input
374
Total output
308
Reasoning within output
reflog f010
100%
Passed
Tokens
229
Input
178
Total output
80
Reasoning within output
reflog f011
100%
Passed
Tokens
271
Input
242
Total output
170
Reasoning within output
reflog f012
100%
Passed
Tokens
275
Input
552
Total output
377
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
123
Input
9
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
267
Input
9
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
9
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
37
Total output
12
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
17
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
42
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
38
Total output
17
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
49
Total output
34
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
92
Input
149
Total output
132
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
92
Input
289
Total output
260
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
77
Input
80
Total output
68
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
111
Total output
78
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
78
Input
317
Total output
307
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
72
Total output
47
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
86
Input
53
Total output
41
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
80
Input
57
Total output
47
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
91
Input
40
Total output
27
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
90
Input
8
Total output
0
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
42
Total output
24
Reasoning within output
tag_management f001
100%
Passed
Tokens
56
Input
35
Total output
23
Reasoning within output
tag_management f002
100%
Passed
Tokens
55
Input
67
Total output
43
Reasoning within output
tag_management f003
100%
Passed
Tokens
59
Input
39
Total output
24
Reasoning within output
tag_management f004
100%
Passed
Tokens
61
Input
29
Total output
21
Reasoning within output
tag_management f005
100%
Passed
Tokens
79
Input
42
Total output
28
Reasoning within output
tag_management f006
100%
Passed
Tokens
61
Input
91
Total output
66
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
60
Input
491
Total output
431
Reasoning within output
tag_management f008
100%
Passed
Tokens
66
Input
263
Total output
234
Reasoning within output
tag_management f009
100%
Passed
Tokens
67
Input
68
Total output
45
Reasoning within output
tag_management f010
100%
Passed
Tokens
48
Input
31
Total output
18
Reasoning within output
tag_management f011
100%
Passed
Tokens
47
Input
34
Total output
23
Reasoning within output
tag_management f012
100%
Passed
Tokens
78
Input
79
Total output
64
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
120
Input
36
Total output
21
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
130
Input
101
Total output
72
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
176
Input
71
Total output
57
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
175
Input
25
Total output
15
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
114
Input
41
Total output
24
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
120
Input
62
Total output
42
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
114
Input
123
Total output
94
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
143
Input
204
Total output
147
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
208
Input
47
Total output
37
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
194
Input
108
Total output
87
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
176
Input
58
Total output
44
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
117
Input
64
Total output
45
Reasoning within output