Openai / gpt-5.4
high
94.6%
193 / 204 fixtures · 1 run(s)
34,260 input / 37,710 total output / 33,625 reasoning within output tokens $0.65130000
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-1.5%
Text: 94.6% →
JSON: 93.1%
+2
Gained
JSON pass / text fail
−5
Lost
Text pass / JSON fail
188
Unchanged Pass
Both pass
9
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% |
| branch_cleanup | 100% | 91.7% | -8.3% |
| reflog | 100% | 91.7% | -8.3% |
| worktree_usage | 66.7% | 75% | + 8.3% |
| blame_forensics | 91.7% | 91.7% | + 0% |
| cherry_pick | 83.3% | 83.3% | + 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% |
| stash_recovery | 100% | 100% | + 0% |
| submodule_usage | 91.7% | 91.7% | + 0% |
| tag_management | 91.7% | 91.7% | + 0% |
Changed Fixtures (7)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
213
Input
138
Total output
127
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
198
Input
148
Total output
138
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
227
Input
74
Total output
62
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
171
Input
139
Total output
128
Reasoning within output
blame_forensics f005
0%
Failed
Tokens
224
Input
1,187
Total output
1,177
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
204
Input
411
Total output
402
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
187
Input
64
Total output
54
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
213
Input
162
Total output
152
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
176
Input
145
Total output
135
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
358
Input
259
Total output
250
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
205
Input
117
Total output
108
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
128
Input
91
Total output
80
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
99
Input
141
Total output
131
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
106
Input
114
Total output
103
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
89
Input
49
Total output
42
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
124
Input
136
Total output
125
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
105
Input
71
Total output
62
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
116
Input
72
Total output
59
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
101
Input
51
Total output
40
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
117
Input
96
Total output
81
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
79
Input
101
Total output
94
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
107
Input
92
Total output
81
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
66
Input
109
Total output
102
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
144
Input
71
Total output
54
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
90
Input
122
Total output
112
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
112
Input
134
Total output
121
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
84
Input
935
Total output
925
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
138
Input
1,115
Total output
1,090
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
143
Input
93
Total output
71
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
125
Input
86
Total output
61
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
119
Input
95
Total output
81
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
119
Input
52
Total output
40
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
101
Input
42
Total output
31
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
202
Input
546
Total output
516
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
156
Input
108
Total output
81
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
254
Input
318
Total output
274
Reasoning within output
commit_messages f001
91.7%
Passed
Tokens
101
Input
62
Total output
51
Reasoning within output
commit_messages f002
90%
Passed
Tokens
195
Input
148
Total output
134
Reasoning within output
commit_messages f003
93.3%
Passed
Tokens
80
Input
107
Total output
93
Reasoning within output
commit_messages f004
93.3%
Passed
Tokens
108
Input
42
Total output
33
Reasoning within output
commit_messages f005
89.3%
Passed
Tokens
96
Input
54
Total output
44
Reasoning within output
commit_messages f006
90%
Passed
Tokens
131
Input
163
Total output
152
Reasoning within output
commit_messages f007
92%
Passed
Tokens
173
Input
118
Total output
105
Reasoning within output
commit_messages f008
91%
Passed
Tokens
68
Input
66
Total output
56
Reasoning within output
commit_messages f009
80%
Passed
Tokens
120
Input
111
Total output
98
Reasoning within output
commit_messages f010
89.3%
Passed
Tokens
256
Input
158
Total output
145
Reasoning within output
commit_messages f011
77.3%
Passed
Tokens
138
Input
172
Total output
158
Reasoning within output
commit_messages f012
91.7%
Passed
Tokens
121
Input
105
Total output
94
Reasoning within output
commit_squash f001
100%
Passed
Tokens
134
Input
534
Total output
516
Reasoning within output
commit_squash f002
100%
Passed
Tokens
111
Input
117
Total output
103
Reasoning within output
commit_squash f003
100%
Passed
Tokens
120
Input
161
Total output
143
Reasoning within output
commit_squash f004
100%
Passed
Tokens
113
Input
253
Total output
236
Reasoning within output
commit_squash f005
100%
Passed
Tokens
107
Input
320
Total output
307
Reasoning within output
commit_squash f006
100%
Passed
Tokens
94
Input
121
Total output
104
Reasoning within output
commit_squash f007
100%
Passed
Tokens
97
Input
153
Total output
135
Reasoning within output
commit_squash f008
100%
Passed
Tokens
111
Input
99
Total output
81
Reasoning within output
commit_squash f009
100%
Passed
Tokens
102
Input
219
Total output
202
Reasoning within output
commit_squash f010
100%
Passed
Tokens
116
Input
109
Total output
88
Reasoning within output
commit_squash f011
100%
Passed
Tokens
126
Input
328
Total output
307
Reasoning within output
commit_squash f012
100%
Passed
Tokens
123
Input
159
Total output
133
Reasoning within output
git_bisect f001
100%
Passed
Tokens
164
Input
56
Total output
45
Reasoning within output
git_bisect f002
100%
Passed
Tokens
189
Input
63
Total output
54
Reasoning within output
git_bisect f003
100%
Passed
Tokens
183
Input
58
Total output
48
Reasoning within output
git_bisect f004
100%
Passed
Tokens
185
Input
55
Total output
46
Reasoning within output
git_bisect f005
100%
Passed
Tokens
191
Input
59
Total output
49
Reasoning within output
git_bisect f006
100%
Passed
Tokens
216
Input
69
Total output
57
Reasoning within output
git_bisect f007
100%
Passed
Tokens
193
Input
52
Total output
43
Reasoning within output
git_bisect f008
100%
Passed
Tokens
191
Input
73
Total output
62
Reasoning within output
git_bisect f009
100%
Passed
Tokens
181
Input
67
Total output
57
Reasoning within output
git_bisect f010
100%
Passed
Tokens
193
Input
51
Total output
39
Reasoning within output
git_bisect f011
100%
Passed
Tokens
189
Input
67
Total output
57
Reasoning within output
git_bisect f012
100%
Passed
Tokens
218
Input
64
Total output
54
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
67
Total output
53
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
95
Total output
85
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
56
Total output
46
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
68
Total output
57
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
273
Total output
263
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
175
Total output
162
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
215
Total output
201
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
54
Total output
44
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
226
Total output
212
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
126
Total output
116
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
71
Total output
60
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
155
Total output
141
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
51
Total output
42
Reasoning within output
git_grep f002
100%
Passed
Tokens
62
Input
37
Total output
30
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
27
Total output
20
Reasoning within output
git_grep f004
100%
Passed
Tokens
74
Input
61
Total output
50
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
46
Total output
39
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
198
Total output
191
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
451
Total output
444
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
35
Total output
28
Reasoning within output
git_grep f009
100%
Passed
Tokens
52
Input
43
Total output
34
Reasoning within output
git_grep f010
100%
Passed
Tokens
61
Input
32
Total output
25
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
32
Total output
25
Reasoning within output
git_grep f012
100%
Passed
Tokens
63
Input
34
Total output
20
Reasoning within output
git_log_format f001
100%
Passed
Tokens
708
Input
58
Total output
51
Reasoning within output
git_log_format f002
100%
Passed
Tokens
693
Input
60
Total output
47
Reasoning within output
git_log_format f003
100%
Passed
Tokens
558
Input
56
Total output
41
Reasoning within output
git_log_format f004
100%
Passed
Tokens
685
Input
50
Total output
43
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
140
Total output
129
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
71
Total output
64
Reasoning within output
git_log_format f007
100%
Passed
Tokens
714
Input
39
Total output
28
Reasoning within output
git_log_format f008
100%
Passed
Tokens
933
Input
27
Total output
20
Reasoning within output
git_log_format f009
100%
Passed
Tokens
573
Input
43
Total output
36
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,022
Input
36
Total output
29
Reasoning within output
git_log_format f011
100%
Passed
Tokens
342
Input
58
Total output
50
Reasoning within output
git_log_format f012
100%
Passed
Tokens
310
Input
34
Total output
27
Reasoning within output
git_show f001
100%
Passed
Tokens
164
Input
55
Total output
46
Reasoning within output
git_show f002
100%
Passed
Tokens
166
Input
118
Total output
110
Reasoning within output
git_show f003
100%
Passed
Tokens
559
Input
84
Total output
72
Reasoning within output
git_show f004
100%
Passed
Tokens
385
Input
56
Total output
44
Reasoning within output
git_show f005
100%
Passed
Tokens
172
Input
59
Total output
51
Reasoning within output
git_show f006
100%
Passed
Tokens
178
Input
51
Total output
44
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
48
Total output
38
Reasoning within output
git_show f008
100%
Passed
Tokens
173
Input
153
Total output
128
Reasoning within output
git_show f009
100%
Passed
Tokens
264
Input
74
Total output
67
Reasoning within output
git_show f010
100%
Passed
Tokens
166
Input
114
Total output
107
Reasoning within output
git_show f011
100%
Passed
Tokens
196
Input
30
Total output
22
Reasoning within output
git_show f012
100%
Passed
Tokens
285
Input
65
Total output
58
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
138
Total output
128
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
128
Total output
115
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
212
Total output
202
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
197
Total output
170
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
36
Total output
14
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
109
Total output
84
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
115
Total output
101
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
53
Total output
41
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
168
Total output
157
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
546
Total output
516
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
113
Total output
86
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
570
Total output
516
Reasoning within output
rebase f001
100%
Passed
Tokens
90
Input
132
Total output
122
Reasoning within output
rebase f002
100%
Passed
Tokens
119
Input
88
Total output
75
Reasoning within output
rebase f003
100%
Passed
Tokens
98
Input
79
Total output
70
Reasoning within output
rebase f004
100%
Passed
Tokens
136
Input
1,577
Total output
1,550
Reasoning within output
rebase f005
100%
Passed
Tokens
134
Input
59
Total output
40
Reasoning within output
rebase f006
100%
Passed
Tokens
128
Input
100
Total output
75
Reasoning within output
rebase f007
100%
Passed
Tokens
121
Input
140
Total output
126
Reasoning within output
rebase f008
100%
Passed
Tokens
115
Input
42
Total output
30
Reasoning within output
rebase f009
100%
Passed
Tokens
98
Input
41
Total output
30
Reasoning within output
rebase f010
100%
Passed
Tokens
194
Input
943
Total output
913
Reasoning within output
rebase f011
100%
Passed
Tokens
150
Input
64
Total output
37
Reasoning within output
rebase f012
0%
Failed
Tokens
252
Input
560
Total output
516
Reasoning within output
reflog f001
100%
Passed
Tokens
208
Input
112
Total output
82
Reasoning within output
reflog f002
100%
Passed
Tokens
205
Input
147
Total output
43
Reasoning within output
reflog f003
100%
Passed
Tokens
176
Input
99
Total output
35
Reasoning within output
reflog f004
100%
Passed
Tokens
290
Input
536
Total output
378
Reasoning within output
reflog f005
100%
Passed
Tokens
339
Input
230
Total output
173
Reasoning within output
reflog f006
100%
Passed
Tokens
214
Input
174
Total output
75
Reasoning within output
reflog f007
100%
Passed
Tokens
240
Input
140
Total output
80
Reasoning within output
reflog f008
100%
Passed
Tokens
308
Input
223
Total output
132
Reasoning within output
reflog f009
100%
Passed
Tokens
275
Input
616
Total output
516
Reasoning within output
reflog f010
100%
Passed
Tokens
234
Input
407
Total output
346
Reasoning within output
reflog f011
100%
Passed
Tokens
274
Input
620
Total output
516
Reasoning within output
reflog f012
100%
Passed
Tokens
274
Input
683
Total output
516
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
124
Input
25
Total output
14
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
267
Input
72
Total output
53
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
75
Total output
54
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
70
Total output
53
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
120
Input
174
Total output
153
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
15
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
191
Input
64
Total output
44
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
98
Total output
81
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
94
Total output
69
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
50
Total output
33
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
108
Input
146
Total output
127
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
34
Total output
17
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
42
Input
111
Total output
96
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
88
Input
412
Total output
395
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
95
Input
1,580
Total output
1,552
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
85
Input
146
Total output
134
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
188
Total output
155
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
77
Input
526
Total output
516
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
330
Total output
305
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
86
Input
415
Total output
403
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
81
Input
197
Total output
185
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
88
Input
165
Total output
152
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
92
Input
49
Total output
39
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
102
Total output
84
Reasoning within output
tag_management f001
100%
Passed
Tokens
55
Input
51
Total output
39
Reasoning within output
tag_management f002
100%
Passed
Tokens
52
Input
84
Total output
60
Reasoning within output
tag_management f003
100%
Passed
Tokens
60
Input
74
Total output
59
Reasoning within output
tag_management f004
100%
Passed
Tokens
64
Input
59
Total output
51
Reasoning within output
tag_management f005
100%
Passed
Tokens
76
Input
85
Total output
71
Reasoning within output
tag_management f006
100%
Passed
Tokens
61
Input
108
Total output
91
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
61
Input
570
Total output
516
Reasoning within output
tag_management f008
100%
Passed
Tokens
64
Input
206
Total output
177
Reasoning within output
tag_management f009
100%
Passed
Tokens
68
Input
100
Total output
78
Reasoning within output
tag_management f010
100%
Passed
Tokens
47
Input
56
Total output
43
Reasoning within output
tag_management f011
100%
Passed
Tokens
43
Input
113
Total output
102
Reasoning within output
tag_management f012
100%
Passed
Tokens
78
Input
110
Total output
96
Reasoning within output
worktree_usage f001
25%
Failed
Tokens
118
Input
664
Total output
647
Reasoning within output
worktree_usage f002
0%
Failed
Tokens
128
Input
367
Total output
337
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
179
Input
115
Total output
101
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
193
Input
101
Total output
91
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
118
Input
84
Total output
67
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
119
Input
137
Total output
117
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
116
Input
418
Total output
303
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
141
Input
619
Total output
516
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
211
Input
103
Total output
93
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
189
Input
120
Total output
99
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
181
Input
83
Total output
69
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
115
Input
1,444
Total output
1,423
Reasoning within output