Openai / gpt-5.4-mini
medium
96.1%
196 / 204 fixtures · 1 run(s)
34,148 input / 24,714 total output / 20,553 reasoning within output tokens $0.13682400
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-2%
Text: 96.1% →
JSON: 94.1%
+1
Gained
JSON pass / text fail
−5
Lost
Text pass / JSON fail
191
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% | 83.3% | -16.7% |
| cherry_pick | 91.7% | 83.3% | -8.3% |
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| rebase | 91.7% | 83.3% | -8.3% |
| submodule_usage | 83.3% | 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% |
| 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 (6)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
214
Input
340
Total output
329
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
197
Input
156
Total output
146
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
226
Input
65
Total output
53
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
165
Input
88
Total output
77
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
221
Input
329
Total output
320
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
207
Input
252
Total output
243
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
189
Input
70
Total output
60
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
205
Input
141
Total output
131
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
174
Input
73
Total output
63
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
356
Input
146
Total output
137
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
205
Input
68
Total output
59
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
126
Input
66
Total output
55
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
98
Input
134
Total output
124
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
113
Input
245
Total output
234
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
91
Input
109
Total output
102
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
120
Input
86
Total output
75
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
102
Input
61
Total output
52
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
120
Input
73
Total output
60
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
98
Input
54
Total output
43
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
118
Input
55
Total output
40
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
78
Input
98
Total output
91
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
106
Input
75
Total output
64
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
66
Input
47
Total output
40
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
144
Input
58
Total output
41
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
90
Input
179
Total output
169
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
110
Input
361
Total output
348
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
85
Input
220
Total output
210
Reasoning within output
cherry_pick f004
100%
Passed
Tokens
138
Input
210
Total output
183
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
143
Input
60
Total output
38
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
129
Input
114
Total output
89
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
120
Input
49
Total output
35
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
119
Input
40
Total output
28
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
101
Input
39
Total output
28
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
204
Input
136
Total output
106
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
155
Input
120
Total output
93
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
252
Input
170
Total output
116
Reasoning within output
commit_messages f001
89.3%
Passed
Tokens
101
Input
50
Total output
39
Reasoning within output
commit_messages f002
91%
Passed
Tokens
195
Input
142
Total output
128
Reasoning within output
commit_messages f003
95%
Passed
Tokens
80
Input
83
Total output
69
Reasoning within output
commit_messages f004
93%
Passed
Tokens
108
Input
44
Total output
35
Reasoning within output
commit_messages f005
92.7%
Passed
Tokens
96
Input
62
Total output
53
Reasoning within output
commit_messages f006
87.7%
Passed
Tokens
131
Input
182
Total output
171
Reasoning within output
commit_messages f007
93.3%
Passed
Tokens
173
Input
49
Total output
37
Reasoning within output
commit_messages f008
90.7%
Passed
Tokens
68
Input
47
Total output
37
Reasoning within output
commit_messages f009
81%
Passed
Tokens
120
Input
142
Total output
129
Reasoning within output
commit_messages f010
91.7%
Passed
Tokens
256
Input
77
Total output
64
Reasoning within output
commit_messages f011
74%
Passed
Tokens
138
Input
68
Total output
59
Reasoning within output
commit_messages f012
89.3%
Passed
Tokens
121
Input
51
Total output
42
Reasoning within output
commit_squash f001
100%
Passed
Tokens
133
Input
167
Total output
149
Reasoning within output
commit_squash f002
100%
Passed
Tokens
109
Input
101
Total output
87
Reasoning within output
commit_squash f003
100%
Passed
Tokens
124
Input
232
Total output
214
Reasoning within output
commit_squash f004
100%
Passed
Tokens
107
Input
271
Total output
254
Reasoning within output
commit_squash f005
100%
Passed
Tokens
112
Input
203
Total output
190
Reasoning within output
commit_squash f006
100%
Passed
Tokens
93
Input
102
Total output
85
Reasoning within output
commit_squash f007
100%
Passed
Tokens
95
Input
90
Total output
72
Reasoning within output
commit_squash f008
100%
Passed
Tokens
111
Input
101
Total output
83
Reasoning within output
commit_squash f009
100%
Passed
Tokens
101
Input
129
Total output
112
Reasoning within output
commit_squash f010
100%
Passed
Tokens
117
Input
156
Total output
135
Reasoning within output
commit_squash f011
100%
Passed
Tokens
124
Input
179
Total output
158
Reasoning within output
commit_squash f012
100%
Passed
Tokens
121
Input
172
Total output
146
Reasoning within output
git_bisect f001
100%
Passed
Tokens
170
Input
55
Total output
44
Reasoning within output
git_bisect f002
100%
Passed
Tokens
191
Input
51
Total output
40
Reasoning within output
git_bisect f003
100%
Passed
Tokens
185
Input
54
Total output
44
Reasoning within output
git_bisect f004
100%
Passed
Tokens
199
Input
63
Total output
51
Reasoning within output
git_bisect f005
100%
Passed
Tokens
195
Input
58
Total output
46
Reasoning within output
git_bisect f006
100%
Passed
Tokens
204
Input
49
Total output
38
Reasoning within output
git_bisect f007
100%
Passed
Tokens
189
Input
71
Total output
62
Reasoning within output
git_bisect f008
100%
Passed
Tokens
189
Input
43
Total output
33
Reasoning within output
git_bisect f009
100%
Passed
Tokens
193
Input
52
Total output
43
Reasoning within output
git_bisect f010
100%
Passed
Tokens
183
Input
64
Total output
55
Reasoning within output
git_bisect f011
100%
Passed
Tokens
187
Input
53
Total output
44
Reasoning within output
git_bisect f012
100%
Passed
Tokens
210
Input
62
Total output
52
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
89
Total output
75
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
68
Total output
58
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
92
Total output
82
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
81
Total output
70
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
175
Total output
163
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
140
Total output
127
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
101
Total output
87
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
61
Total output
51
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
165
Total output
151
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
80
Total output
70
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
78
Total output
67
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
130
Total output
117
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
20
Total output
11
Reasoning within output
git_grep f002
100%
Passed
Tokens
63
Input
42
Total output
35
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
25
Total output
18
Reasoning within output
git_grep f004
100%
Passed
Tokens
74
Input
24
Total output
13
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
33
Total output
26
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
153
Total output
146
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
163
Total output
156
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
47
Total output
38
Reasoning within output
git_grep f010
100%
Passed
Tokens
61
Input
30
Total output
23
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
31
Total output
24
Reasoning within output
git_grep f012
100%
Passed
Tokens
63
Input
23
Total output
9
Reasoning within output
git_log_format f001
100%
Passed
Tokens
699
Input
40
Total output
33
Reasoning within output
git_log_format f002
100%
Passed
Tokens
669
Input
52
Total output
39
Reasoning within output
git_log_format f003
100%
Passed
Tokens
554
Input
50
Total output
35
Reasoning within output
git_log_format f004
100%
Passed
Tokens
692
Input
24
Total output
17
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
118
Total output
107
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
69
Total output
62
Reasoning within output
git_log_format f007
100%
Passed
Tokens
696
Input
35
Total output
26
Reasoning within output
git_log_format f008
100%
Passed
Tokens
950
Input
28
Total output
21
Reasoning within output
git_log_format f009
100%
Passed
Tokens
548
Input
27
Total output
20
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,048
Input
27
Total output
20
Reasoning within output
git_log_format f011
100%
Passed
Tokens
345
Input
38
Total output
30
Reasoning within output
git_log_format f012
100%
Passed
Tokens
318
Input
32
Total output
25
Reasoning within output
git_show f001
100%
Passed
Tokens
162
Input
28
Total output
19
Reasoning within output
git_show f002
100%
Passed
Tokens
166
Input
81
Total output
73
Reasoning within output
git_show f003
100%
Passed
Tokens
569
Input
62
Total output
50
Reasoning within output
git_show f004
100%
Passed
Tokens
389
Input
48
Total output
36
Reasoning within output
git_show f005
100%
Passed
Tokens
172
Input
64
Total output
56
Reasoning within output
git_show f006
100%
Passed
Tokens
177
Input
43
Total output
36
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
43
Total output
33
Reasoning within output
git_show f008
100%
Passed
Tokens
173
Input
34
Total output
9
Reasoning within output
git_show f009
100%
Passed
Tokens
260
Input
52
Total output
45
Reasoning within output
git_show f010
100%
Passed
Tokens
164
Input
70
Total output
63
Reasoning within output
git_show f011
100%
Passed
Tokens
197
Input
17
Total output
9
Reasoning within output
git_show f012
100%
Passed
Tokens
289
Input
50
Total output
43
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
322
Total output
312
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
375
Total output
362
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
1,582
Total output
1,572
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
174
Total output
147
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
69
Total output
47
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
113
Total output
88
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
66
Total output
52
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
67
Total output
55
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
112
Total output
101
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
124
Total output
94
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
129
Total output
102
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
247
Total output
193
Reasoning within output
rebase f001
100%
Passed
Tokens
89
Input
296
Total output
286
Reasoning within output
rebase f002
100%
Passed
Tokens
120
Input
56
Total output
43
Reasoning within output
rebase f003
100%
Passed
Tokens
98
Input
42
Total output
33
Reasoning within output
rebase f004
100%
Passed
Tokens
136
Input
355
Total output
328
Reasoning within output
rebase f005
100%
Passed
Tokens
136
Input
71
Total output
52
Reasoning within output
rebase f006
100%
Passed
Tokens
126
Input
123
Total output
98
Reasoning within output
rebase f007
100%
Passed
Tokens
120
Input
64
Total output
50
Reasoning within output
rebase f008
100%
Passed
Tokens
113
Input
38
Total output
26
Reasoning within output
rebase f009
100%
Passed
Tokens
96
Input
39
Total output
28
Reasoning within output
rebase f010
100%
Passed
Tokens
198
Input
187
Total output
157
Reasoning within output
rebase f011
100%
Passed
Tokens
147
Input
90
Total output
63
Reasoning within output
rebase f012
0%
Failed
Tokens
248
Input
135
Total output
81
Reasoning within output
reflog f001
100%
Passed
Tokens
199
Input
89
Total output
58
Reasoning within output
reflog f002
100%
Passed
Tokens
191
Input
138
Total output
52
Reasoning within output
reflog f003
100%
Passed
Tokens
180
Input
79
Total output
35
Reasoning within output
reflog f004
100%
Passed
Tokens
260
Input
271
Total output
130
Reasoning within output
reflog f005
100%
Passed
Tokens
331
Input
96
Total output
45
Reasoning within output
reflog f006
100%
Passed
Tokens
226
Input
105
Total output
28
Reasoning within output
reflog f007
100%
Passed
Tokens
243
Input
113
Total output
57
Reasoning within output
reflog f008
100%
Passed
Tokens
318
Input
186
Total output
85
Reasoning within output
reflog f009
100%
Passed
Tokens
273
Input
262
Total output
164
Reasoning within output
reflog f010
100%
Passed
Tokens
224
Input
152
Total output
78
Reasoning within output
reflog f011
100%
Passed
Tokens
270
Input
358
Total output
215
Reasoning within output
reflog f012
100%
Passed
Tokens
273
Input
454
Total output
313
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
123
Input
47
Total output
20
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
261
Input
52
Total output
21
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
75
Total output
35
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
71
Total output
45
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
120
Input
50
Total output
23
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
44
Total output
9
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
195
Input
47
Total output
27
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
60
Total output
41
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
110
Total output
43
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
84
Total output
46
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
108
Input
83
Total output
62
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
30
Total output
11
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
42
Input
57
Total output
42
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
88
Input
201
Total output
186
Reasoning within output
submodule_usage f003
75%
Failed
Tokens
90
Input
462
Total output
414
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
79
Input
77
Total output
65
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
157
Total output
124
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
74
Input
557
Total output
547
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
110
Total output
85
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
90
Input
51
Total output
37
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
84
Input
95
Total output
85
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
88
Input
108
Total output
95
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
91
Input
40
Total output
30
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
76
Total output
58
Reasoning within output
tag_management f001
100%
Passed
Tokens
56
Input
49
Total output
37
Reasoning within output
tag_management f002
100%
Passed
Tokens
54
Input
72
Total output
48
Reasoning within output
tag_management f003
100%
Passed
Tokens
58
Input
104
Total output
89
Reasoning within output
tag_management f004
100%
Passed
Tokens
67
Input
82
Total output
74
Reasoning within output
tag_management f005
100%
Passed
Tokens
74
Input
48
Total output
34
Reasoning within output
tag_management f006
100%
Passed
Tokens
59
Input
62
Total output
45
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
61
Input
297
Total output
246
Reasoning within output
tag_management f008
100%
Passed
Tokens
66
Input
267
Total output
238
Reasoning within output
tag_management f009
100%
Passed
Tokens
67
Input
104
Total output
81
Reasoning within output
tag_management f010
100%
Passed
Tokens
46
Input
54
Total output
41
Reasoning within output
tag_management f011
100%
Passed
Tokens
46
Input
74
Total output
63
Reasoning within output
tag_management f012
100%
Passed
Tokens
83
Input
285
Total output
270
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
120
Input
140
Total output
125
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
129
Input
347
Total output
232
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
179
Input
203
Total output
189
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
173
Input
62
Total output
52
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
113
Input
97
Total output
80
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
114
Input
110
Total output
90
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
119
Input
263
Total output
234
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
142
Input
468
Total output
411
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
212
Input
102
Total output
92
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
185
Input
137
Total output
116
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
183
Input
113
Total output
99
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
115
Input
78
Total output
59
Reasoning within output