Openai / gpt-5.4
xhigh
95.6%
195 / 204 fixtures · 1 run(s)
34,275 input / 113,128 total output / 109,077 reasoning within output tokens $1.78260750
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-3.4%
Text: 95.6% →
JSON: 92.2%
+1
Gained
JSON pass / text fail
−8
Lost
Text pass / JSON fail
187
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% | 83.3% | -16.7% |
| rebase | 91.7% | 75% | -16.7% |
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| cherry_pick | 83.3% | 75% | -8.3% |
| commit_squash | 100% | 91.7% | -8.3% |
| reflog | 100% | 91.7% | -8.3% |
| tag_management | 91.7% | 100% | + 8.3% |
| blame_forensics | 91.7% | 91.7% | + 0% |
| commit_messages | 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 | 100% | 100% | + 0% |
| worktree_usage | 75% | 75% | + 0% |
Changed Fixtures (9)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
215
Input
876
Total output
865
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
199
Input
183
Total output
173
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
227
Input
88
Total output
76
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
170
Input
164
Total output
153
Reasoning within output
blame_forensics f005
0%
Failed
Tokens
224
Input
912
Total output
902
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
200
Input
482
Total output
473
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
184
Input
94
Total output
84
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
211
Input
268
Total output
258
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
174
Input
179
Total output
169
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
357
Input
519
Total output
510
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
201
Input
79
Total output
70
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
127
Input
148
Total output
137
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
98
Input
134
Total output
124
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
109
Input
199
Total output
188
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
92
Input
183
Total output
176
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
124
Input
142
Total output
131
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
97
Input
132
Total output
123
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
113
Input
138
Total output
125
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
98
Input
90
Total output
79
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
116
Input
78
Total output
63
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
78
Input
109
Total output
102
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
112
Input
116
Total output
105
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
67
Input
110
Total output
103
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
148
Input
91
Total output
74
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
88
Input
92
Total output
82
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
112
Input
665
Total output
652
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
82
Input
526
Total output
516
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
138
Input
3,079
Total output
3,054
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
143
Input
124
Total output
102
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
127
Input
114
Total output
89
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
119
Input
120
Total output
106
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
117
Input
48
Total output
36
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
102
Input
50
Total output
39
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
204
Input
3,157
Total output
3,127
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
157
Input
85
Total output
58
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
252
Input
431
Total output
377
Reasoning within output
commit_messages f001
83.3%
Passed
Tokens
101
Input
224
Total output
210
Reasoning within output
commit_messages f002
91.3%
Passed
Tokens
195
Input
229
Total output
215
Reasoning within output
commit_messages f003
95.3%
Passed
Tokens
80
Input
173
Total output
159
Reasoning within output
commit_messages f004
93%
Passed
Tokens
108
Input
54
Total output
45
Reasoning within output
commit_messages f005
89.7%
Passed
Tokens
96
Input
92
Total output
82
Reasoning within output
commit_messages f006
92%
Passed
Tokens
131
Input
112
Total output
100
Reasoning within output
commit_messages f007
91.7%
Passed
Tokens
173
Input
259
Total output
246
Reasoning within output
commit_messages f008
90%
Passed
Tokens
68
Input
96
Total output
86
Reasoning within output
commit_messages f009
89.3%
Passed
Tokens
120
Input
89
Total output
78
Reasoning within output
commit_messages f010
91%
Passed
Tokens
256
Input
125
Total output
113
Reasoning within output
commit_messages f011
86.7%
Passed
Tokens
138
Input
239
Total output
222
Reasoning within output
commit_messages f012
93.3%
Passed
Tokens
121
Input
181
Total output
170
Reasoning within output
commit_squash f001
100%
Passed
Tokens
134
Input
1,728
Total output
1,710
Reasoning within output
commit_squash f002
100%
Passed
Tokens
109
Input
163
Total output
149
Reasoning within output
commit_squash f003
100%
Passed
Tokens
122
Input
3,534
Total output
3,516
Reasoning within output
commit_squash f004
100%
Passed
Tokens
112
Input
1,569
Total output
1,552
Reasoning within output
commit_squash f005
100%
Passed
Tokens
107
Input
3,225
Total output
3,212
Reasoning within output
commit_squash f006
100%
Passed
Tokens
96
Input
161
Total output
144
Reasoning within output
commit_squash f007
100%
Passed
Tokens
95
Input
223
Total output
205
Reasoning within output
commit_squash f008
100%
Passed
Tokens
107
Input
366
Total output
348
Reasoning within output
commit_squash f009
100%
Passed
Tokens
99
Input
1,051
Total output
1,034
Reasoning within output
commit_squash f010
100%
Passed
Tokens
119
Input
148
Total output
127
Reasoning within output
commit_squash f011
100%
Passed
Tokens
125
Input
147
Total output
126
Reasoning within output
commit_squash f012
100%
Passed
Tokens
125
Input
173
Total output
147
Reasoning within output
git_bisect f001
100%
Passed
Tokens
168
Input
118
Total output
109
Reasoning within output
git_bisect f002
100%
Passed
Tokens
191
Input
85
Total output
75
Reasoning within output
git_bisect f003
100%
Passed
Tokens
185
Input
144
Total output
133
Reasoning within output
git_bisect f004
100%
Passed
Tokens
195
Input
68
Total output
56
Reasoning within output
git_bisect f005
100%
Passed
Tokens
183
Input
64
Total output
55
Reasoning within output
git_bisect f006
100%
Passed
Tokens
212
Input
51
Total output
41
Reasoning within output
git_bisect f007
100%
Passed
Tokens
191
Input
69
Total output
60
Reasoning within output
git_bisect f008
100%
Passed
Tokens
187
Input
62
Total output
53
Reasoning within output
git_bisect f009
100%
Passed
Tokens
187
Input
75
Total output
65
Reasoning within output
git_bisect f010
100%
Passed
Tokens
189
Input
79
Total output
69
Reasoning within output
git_bisect f011
100%
Passed
Tokens
199
Input
66
Total output
54
Reasoning within output
git_bisect f012
100%
Passed
Tokens
206
Input
75
Total output
64
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
206
Total output
192
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
92
Total output
82
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
99
Total output
89
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
135
Total output
124
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
526
Total output
516
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
423
Total output
410
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
446
Total output
432
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
109
Total output
99
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
1,679
Total output
1,665
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
292
Total output
282
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
102
Total output
91
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
406
Total output
392
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
79
Total output
70
Reasoning within output
git_grep f002
100%
Passed
Tokens
60
Input
53
Total output
46
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
30
Total output
23
Reasoning within output
git_grep f004
100%
Passed
Tokens
74
Input
72
Total output
61
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
55
Total output
48
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
274
Total output
267
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
952
Total output
945
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
109
Total output
102
Reasoning within output
git_grep f009
100%
Passed
Tokens
52
Input
70
Total output
61
Reasoning within output
git_grep f010
100%
Passed
Tokens
61
Input
77
Total output
70
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
83
Total output
76
Reasoning within output
git_grep f012
100%
Passed
Tokens
63
Input
48
Total output
34
Reasoning within output
git_log_format f001
100%
Passed
Tokens
705
Input
65
Total output
58
Reasoning within output
git_log_format f002
100%
Passed
Tokens
692
Input
110
Total output
97
Reasoning within output
git_log_format f003
100%
Passed
Tokens
566
Input
91
Total output
76
Reasoning within output
git_log_format f004
100%
Passed
Tokens
696
Input
58
Total output
51
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
136
Total output
125
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
78
Total output
71
Reasoning within output
git_log_format f007
100%
Passed
Tokens
708
Input
49
Total output
40
Reasoning within output
git_log_format f008
100%
Passed
Tokens
923
Input
48
Total output
41
Reasoning within output
git_log_format f009
100%
Passed
Tokens
556
Input
54
Total output
47
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,074
Input
54
Total output
47
Reasoning within output
git_log_format f011
100%
Passed
Tokens
351
Input
76
Total output
68
Reasoning within output
git_log_format f012
100%
Passed
Tokens
329
Input
40
Total output
33
Reasoning within output
git_show f001
100%
Passed
Tokens
165
Input
74
Total output
65
Reasoning within output
git_show f002
100%
Passed
Tokens
164
Input
490
Total output
482
Reasoning within output
git_show f003
100%
Passed
Tokens
561
Input
102
Total output
90
Reasoning within output
git_show f004
100%
Passed
Tokens
387
Input
190
Total output
178
Reasoning within output
git_show f005
100%
Passed
Tokens
174
Input
101
Total output
93
Reasoning within output
git_show f006
100%
Passed
Tokens
177
Input
76
Total output
69
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
74
Total output
64
Reasoning within output
git_show f008
100%
Passed
Tokens
178
Input
97
Total output
67
Reasoning within output
git_show f009
100%
Passed
Tokens
256
Input
135
Total output
128
Reasoning within output
git_show f010
100%
Passed
Tokens
170
Input
87
Total output
80
Reasoning within output
git_show f011
100%
Passed
Tokens
196
Input
46
Total output
38
Reasoning within output
git_show f012
100%
Passed
Tokens
289
Input
85
Total output
78
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
254
Total output
244
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
365
Total output
352
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
829
Total output
819
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
4,623
Total output
4,596
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
132
Total output
110
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
172
Total output
147
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
363
Total output
349
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
66
Total output
54
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
323
Total output
312
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
133
Total output
106
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
560
Total output
516
Reasoning within output
rebase f001
100%
Passed
Tokens
89
Input
158
Total output
148
Reasoning within output
rebase f002
100%
Passed
Tokens
120
Input
95
Total output
82
Reasoning within output
rebase f003
100%
Passed
Tokens
97
Input
93
Total output
84
Reasoning within output
rebase f004
100%
Passed
Tokens
136
Input
3,924
Total output
3,897
Reasoning within output
rebase f005
100%
Passed
Tokens
135
Input
342
Total output
323
Reasoning within output
rebase f006
100%
Passed
Tokens
129
Input
185
Total output
160
Reasoning within output
rebase f007
100%
Passed
Tokens
122
Input
138
Total output
124
Reasoning within output
rebase f008
100%
Passed
Tokens
113
Input
177
Total output
165
Reasoning within output
rebase f009
100%
Passed
Tokens
97
Input
73
Total output
62
Reasoning within output
rebase f010
100%
Passed
Tokens
192
Input
961
Total output
931
Reasoning within output
rebase f011
100%
Passed
Tokens
147
Input
123
Total output
96
Reasoning within output
rebase f012
0%
Failed
Tokens
248
Input
560
Total output
516
Reasoning within output
reflog f001
100%
Passed
Tokens
193
Input
114
Total output
86
Reasoning within output
reflog f002
100%
Passed
Tokens
204
Input
157
Total output
98
Reasoning within output
reflog f003
100%
Passed
Tokens
177
Input
307
Total output
207
Reasoning within output
reflog f004
100%
Passed
Tokens
290
Input
2,224
Total output
2,070
Reasoning within output
reflog f005
100%
Passed
Tokens
312
Input
244
Total output
190
Reasoning within output
reflog f006
100%
Passed
Tokens
213
Input
587
Total output
453
Reasoning within output
reflog f007
100%
Passed
Tokens
238
Input
574
Total output
516
Reasoning within output
reflog f008
100%
Passed
Tokens
307
Input
485
Total output
397
Reasoning within output
reflog f009
100%
Passed
Tokens
287
Input
2,683
Total output
2,588
Reasoning within output
reflog f010
100%
Passed
Tokens
243
Input
419
Total output
372
Reasoning within output
reflog f011
100%
Passed
Tokens
284
Input
2,207
Total output
2,050
Reasoning within output
reflog f012
100%
Passed
Tokens
273
Input
4,821
Total output
4,660
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
123
Input
94
Total output
83
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
261
Input
78
Total output
59
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
155
Total output
136
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
177
Total output
160
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
121
Input
195
Total output
177
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
54
Total output
37
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
195
Input
91
Total output
74
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
108
Total output
91
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
225
Total output
184
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
76
Total output
59
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
108
Input
150
Total output
138
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
60
Total output
43
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
42
Input
163
Total output
148
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
92
Input
1,049
Total output
1,034
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
90
Input
16,098
Total output
16,056
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
83
Input
495
Total output
485
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
1,025
Total output
992
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
75
Input
4,434
Total output
4,424
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
295
Total output
270
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
84
Input
470
Total output
458
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
82
Input
365
Total output
353
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
88
Input
3,188
Total output
3,175
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
88
Input
85
Total output
75
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
182
Total output
164
Reasoning within output
tag_management f001
100%
Passed
Tokens
55
Input
60
Total output
48
Reasoning within output
tag_management f002
100%
Passed
Tokens
54
Input
230
Total output
206
Reasoning within output
tag_management f003
100%
Passed
Tokens
57
Input
140
Total output
125
Reasoning within output
tag_management f004
100%
Passed
Tokens
63
Input
136
Total output
128
Reasoning within output
tag_management f005
100%
Passed
Tokens
73
Input
160
Total output
146
Reasoning within output
tag_management f006
100%
Passed
Tokens
58
Input
128
Total output
112
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
62
Input
4,357
Total output
4,300
Reasoning within output
tag_management f008
100%
Passed
Tokens
66
Input
2,099
Total output
2,070
Reasoning within output
tag_management f009
100%
Passed
Tokens
69
Input
209
Total output
186
Reasoning within output
tag_management f010
100%
Passed
Tokens
45
Input
63
Total output
50
Reasoning within output
tag_management f011
100%
Passed
Tokens
46
Input
92
Total output
81
Reasoning within output
tag_management f012
100%
Passed
Tokens
79
Input
307
Total output
293
Reasoning within output
worktree_usage f001
25%
Failed
Tokens
120
Input
2,924
Total output
2,907
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
131
Input
575
Total output
516
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
188
Input
183
Total output
169
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
183
Input
128
Total output
118
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
115
Input
534
Total output
516
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
119
Input
173
Total output
153
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
119
Input
547
Total output
516
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
141
Input
275
Total output
217
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
206
Input
1,450
Total output
1,437
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
190
Input
216
Total output
195
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
186
Input
121
Total output
107
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
118
Input
537
Total output
516
Reasoning within output