Openai / gpt-5.6-luna
max
97.1%
198 / 204 fixtures · 1 run(s)
34,232 input / 31,791 total output / 27,930 reasoning within output tokens $0.22523700
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-2.4%
Text: 97.1% →
JSON: 94.6%
+1
Gained
JSON pass / text fail
−6
Lost
Text pass / JSON fail
192
Unchanged Pass
Both pass
5
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| rebase | 91.7% | 83.3% | -8.3% |
| worktree_usage | 83.3% | 91.7% | + 8.3% |
| branch_cleanup | 100% | 91.7% | -8.3% |
| cherry_pick | 83.3% | 75% | -8.3% |
| git_show | 100% | 91.7% | -8.3% |
| submodule_usage | 100% | 91.7% | -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% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| tag_management | 100% | 100% | + 0% |
Changed Fixtures (7)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
217
Input
85
Total output
74
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
209
Input
114
Total output
104
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
221
Input
47
Total output
35
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
168
Input
54
Total output
43
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
222
Input
225
Total output
216
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
203
Input
170
Total output
161
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
184
Input
89
Total output
79
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
209
Input
194
Total output
184
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
171
Input
102
Total output
92
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
363
Input
123
Total output
114
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
204
Input
70
Total output
61
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
127
Input
89
Total output
78
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
99
Input
159
Total output
149
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
109
Input
106
Total output
95
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
90
Input
88
Total output
81
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
123
Input
125
Total output
114
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
99
Input
87
Total output
78
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
119
Input
107
Total output
94
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
95
Input
47
Total output
36
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
117
Input
84
Total output
69
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
78
Input
68
Total output
61
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
112
Input
90
Total output
79
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
67
Input
47
Total output
40
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
148
Input
83
Total output
66
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
89
Input
494
Total output
484
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
112
Input
177
Total output
164
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
83
Input
76
Total output
66
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
139
Input
1,460
Total output
1,435
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
144
Input
68
Total output
46
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
126
Input
150
Total output
125
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
117
Input
49
Total output
35
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
117
Input
51
Total output
39
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
102
Input
39
Total output
28
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
202
Input
302
Total output
272
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
156
Input
68
Total output
41
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
252
Input
1,746
Total output
1,702
Reasoning within output
commit_messages f001
86.7%
Passed
Tokens
101
Input
54
Total output
44
Reasoning within output
commit_messages f002
85%
Passed
Tokens
195
Input
141
Total output
126
Reasoning within output
commit_messages f003
94.7%
Passed
Tokens
80
Input
54
Total output
40
Reasoning within output
commit_messages f004
92.7%
Passed
Tokens
108
Input
48
Total output
39
Reasoning within output
commit_messages f005
89.7%
Passed
Tokens
96
Input
53
Total output
43
Reasoning within output
commit_messages f006
91.7%
Passed
Tokens
131
Input
112
Total output
100
Reasoning within output
commit_messages f007
91.7%
Passed
Tokens
173
Input
69
Total output
57
Reasoning within output
commit_messages f008
92.7%
Passed
Tokens
68
Input
56
Total output
46
Reasoning within output
commit_messages f009
71.7%
Passed
Tokens
120
Input
83
Total output
71
Reasoning within output
commit_messages f010
91.7%
Passed
Tokens
256
Input
11
Total output
0
Reasoning within output
commit_messages f011
78.3%
Passed
Tokens
138
Input
237
Total output
223
Reasoning within output
commit_messages f012
91%
Passed
Tokens
121
Input
142
Total output
131
Reasoning within output
commit_squash f001
100%
Passed
Tokens
136
Input
240
Total output
222
Reasoning within output
commit_squash f002
100%
Passed
Tokens
113
Input
57
Total output
43
Reasoning within output
commit_squash f003
100%
Passed
Tokens
124
Input
216
Total output
198
Reasoning within output
commit_squash f004
100%
Passed
Tokens
111
Input
276
Total output
259
Reasoning within output
commit_squash f005
100%
Passed
Tokens
111
Input
239
Total output
226
Reasoning within output
commit_squash f006
100%
Passed
Tokens
92
Input
110
Total output
93
Reasoning within output
commit_squash f007
100%
Passed
Tokens
96
Input
105
Total output
87
Reasoning within output
commit_squash f008
100%
Passed
Tokens
112
Input
69
Total output
51
Reasoning within output
commit_squash f009
100%
Passed
Tokens
103
Input
99
Total output
82
Reasoning within output
commit_squash f010
100%
Passed
Tokens
116
Input
159
Total output
138
Reasoning within output
commit_squash f011
100%
Passed
Tokens
126
Input
98
Total output
77
Reasoning within output
commit_squash f012
100%
Passed
Tokens
123
Input
156
Total output
130
Reasoning within output
git_bisect f001
100%
Passed
Tokens
162
Input
7
Total output
0
Reasoning within output
git_bisect f002
100%
Passed
Tokens
201
Input
9
Total output
0
Reasoning within output
git_bisect f003
100%
Passed
Tokens
193
Input
10
Total output
0
Reasoning within output
git_bisect f004
100%
Passed
Tokens
191
Input
97
Total output
88
Reasoning within output
git_bisect f005
100%
Passed
Tokens
193
Input
84
Total output
72
Reasoning within output
git_bisect f006
100%
Passed
Tokens
208
Input
8
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
195
Input
9
Total output
0
Reasoning within output
git_bisect f008
100%
Passed
Tokens
199
Input
71
Total output
54
Reasoning within output
git_bisect f009
100%
Passed
Tokens
183
Input
7
Total output
0
Reasoning within output
git_bisect f010
100%
Passed
Tokens
193
Input
9
Total output
0
Reasoning within output
git_bisect f011
100%
Passed
Tokens
187
Input
8
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
124
Total output
110
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
75
Total output
65
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
60
Total output
50
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
75
Total output
64
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
147
Total output
135
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
144
Total output
131
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
127
Total output
113
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
114
Total output
104
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
144
Total output
131
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
134
Total output
124
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
109
Total output
98
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
206
Total output
192
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
41
Total output
32
Reasoning within output
git_grep f002
100%
Passed
Tokens
64
Input
29
Total output
22
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
23
Total output
16
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
32
Total output
25
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
87
Total output
80
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
205
Total output
198
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
28
Total output
21
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
29
Total output
22
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
59
Total output
52
Reasoning within output
git_grep f012
100%
Passed
Tokens
63
Input
38
Total output
24
Reasoning within output
git_log_format f001
100%
Passed
Tokens
695
Input
33
Total output
26
Reasoning within output
git_log_format f002
100%
Passed
Tokens
699
Input
58
Total output
45
Reasoning within output
git_log_format f003
100%
Passed
Tokens
561
Input
48
Total output
33
Reasoning within output
git_log_format f004
100%
Passed
Tokens
694
Input
5
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
55
Total output
44
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
43
Total output
36
Reasoning within output
git_log_format f007
100%
Passed
Tokens
696
Input
7
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
921
Input
26
Total output
19
Reasoning within output
git_log_format f009
100%
Passed
Tokens
556
Input
30
Total output
23
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,039
Input
44
Total output
37
Reasoning within output
git_log_format f011
100%
Passed
Tokens
352
Input
6
Total output
0
Reasoning within output
git_log_format f012
100%
Passed
Tokens
322
Input
5
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
166
Input
7
Total output
0
Reasoning within output
git_show f002
100%
Passed
Tokens
168
Input
89
Total output
81
Reasoning within output
git_show f003
100%
Passed
Tokens
555
Input
79
Total output
67
Reasoning within output
git_show f004
100%
Passed
Tokens
387
Input
38
Total output
26
Reasoning within output
git_show f005
100%
Passed
Tokens
173
Input
47
Total output
39
Reasoning within output
git_show f006
100%
Passed
Tokens
180
Input
5
Total output
0
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
36
Total output
26
Reasoning within output
git_show f008
100%
Passed
Tokens
177
Input
61
Total output
32
Reasoning within output
git_show f009
100%
Passed
Tokens
254
Input
73
Total output
66
Reasoning within output
git_show f010
100%
Passed
Tokens
170
Input
66
Total output
59
Reasoning within output
git_show f011
100%
Passed
Tokens
197
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
178
Total output
168
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
323
Total output
310
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
166
Total output
156
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
176
Total output
149
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
61
Total output
39
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
214
Total output
189
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
54
Total output
40
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
50
Total output
38
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
91
Total output
80
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
114
Total output
84
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
119
Total output
92
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
282
Total output
238
Reasoning within output
rebase f001
100%
Passed
Tokens
92
Input
162
Total output
152
Reasoning within output
rebase f002
100%
Passed
Tokens
118
Input
47
Total output
34
Reasoning within output
rebase f003
100%
Passed
Tokens
97
Input
37
Total output
28
Reasoning within output
rebase f004
100%
Passed
Tokens
136
Input
377
Total output
350
Reasoning within output
rebase f005
100%
Passed
Tokens
137
Input
77
Total output
58
Reasoning within output
rebase f006
100%
Passed
Tokens
125
Input
89
Total output
64
Reasoning within output
rebase f007
100%
Passed
Tokens
122
Input
51
Total output
37
Reasoning within output
rebase f008
100%
Passed
Tokens
114
Input
68
Total output
56
Reasoning within output
rebase f009
100%
Passed
Tokens
96
Input
52
Total output
41
Reasoning within output
rebase f010
100%
Passed
Tokens
194
Input
337
Total output
307
Reasoning within output
rebase f011
100%
Passed
Tokens
148
Input
94
Total output
67
Reasoning within output
rebase f012
0%
Failed
Tokens
248
Input
327
Total output
283
Reasoning within output
reflog f001
100%
Passed
Tokens
200
Input
94
Total output
65
Reasoning within output
reflog f002
100%
Passed
Tokens
193
Input
177
Total output
102
Reasoning within output
reflog f003
100%
Passed
Tokens
173
Input
196
Total output
105
Reasoning within output
reflog f004
100%
Passed
Tokens
275
Input
653
Total output
516
Reasoning within output
reflog f005
100%
Passed
Tokens
328
Input
445
Total output
364
Reasoning within output
reflog f006
100%
Passed
Tokens
210
Input
368
Total output
248
Reasoning within output
reflog f007
100%
Passed
Tokens
243
Input
486
Total output
403
Reasoning within output
reflog f008
100%
Passed
Tokens
324
Input
459
Total output
376
Reasoning within output
reflog f009
100%
Passed
Tokens
267
Input
618
Total output
516
Reasoning within output
reflog f010
100%
Passed
Tokens
236
Input
554
Total output
444
Reasoning within output
reflog f011
100%
Passed
Tokens
272
Input
1,100
Total output
1,034
Reasoning within output
reflog f012
100%
Passed
Tokens
271
Input
1,722
Total output
1,552
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
124
Input
9
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
261
Input
9
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
46
Total output
35
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
103
Total output
91
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
122
Input
45
Total output
33
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
9
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
141
Total output
101
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
109
Total output
88
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
59
Total output
44
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
93
Input
159
Total output
142
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
95
Input
2,051
Total output
2,020
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
79
Input
149
Total output
139
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
263
Total output
230
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
77
Input
401
Total output
391
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
112
Total output
87
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
84
Input
528
Total output
516
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
83
Input
119
Total output
109
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
88
Input
156
Total output
143
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
90
Input
56
Total output
46
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
58
Total output
40
Reasoning within output
tag_management f001
100%
Passed
Tokens
55
Input
45
Total output
33
Reasoning within output
tag_management f002
100%
Passed
Tokens
52
Input
103
Total output
79
Reasoning within output
tag_management f003
100%
Passed
Tokens
57
Input
80
Total output
65
Reasoning within output
tag_management f004
100%
Passed
Tokens
64
Input
49
Total output
41
Reasoning within output
tag_management f005
100%
Passed
Tokens
76
Input
56
Total output
42
Reasoning within output
tag_management f006
100%
Passed
Tokens
61
Input
254
Total output
236
Reasoning within output
tag_management f007
100%
Passed
Tokens
61
Input
533
Total output
516
Reasoning within output
tag_management f008
100%
Passed
Tokens
64
Input
314
Total output
287
Reasoning within output
tag_management f009
100%
Passed
Tokens
67
Input
141
Total output
118
Reasoning within output
tag_management f010
100%
Passed
Tokens
46
Input
48
Total output
35
Reasoning within output
tag_management f011
100%
Passed
Tokens
45
Input
52
Total output
41
Reasoning within output
tag_management f012
100%
Passed
Tokens
80
Input
202
Total output
187
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
121
Input
77
Total output
62
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
130
Input
214
Total output
185
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
179
Input
118
Total output
104
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
180
Input
40
Total output
30
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
115
Input
94
Total output
77
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
123
Input
112
Total output
92
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
121
Input
315
Total output
286
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
145
Input
305
Total output
248
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
209
Input
75
Total output
65
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
193
Input
87
Total output
66
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
181
Input
78
Total output
64
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
115
Input
102
Total output
83
Reasoning within output