Openai / gpt-5.4-nano
xhigh
97.6%
199 / 204 fixtures · 1 run(s)
34,227 input / 78,582 total output / 74,664 reasoning within output tokens $0.10507290
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-3.4%
Text: 97.6% →
JSON: 94.1%
+2
Gained
JSON pass / text fail
−9
Lost
Text pass / JSON fail
190
Unchanged Pass
Both pass
3
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% |
| rebase | 91.7% | 83.3% | -8.3% |
| commit_squash | 100% | 91.7% | -8.3% |
| submodule_usage | 100% | 91.7% | -8.3% |
| tag_management | 100% | 91.7% | -8.3% |
| worktree_usage | 91.7% | 100% | + 8.3% |
| blame_forensics | 100% | 100% | + 0% |
| cherry_pick | 83.3% | 83.3% | + 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% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
Changed Fixtures (11)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
212
Input
322
Total output
311
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
203
Input
742
Total output
732
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
224
Input
336
Total output
324
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
164
Input
512
Total output
501
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
222
Input
898
Total output
889
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
203
Input
331
Total output
322
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
187
Input
134
Total output
124
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
203
Input
287
Total output
277
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
176
Input
233
Total output
223
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
358
Input
309
Total output
300
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
201
Input
204
Total output
195
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
128
Input
196
Total output
185
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
95
Input
229
Total output
219
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
110
Input
168
Total output
157
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
87
Input
167
Total output
160
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
123
Input
99
Total output
88
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
99
Input
119
Total output
110
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
112
Input
140
Total output
127
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
101
Input
99
Total output
88
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
116
Input
132
Total output
117
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
77
Input
206
Total output
199
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
111
Input
159
Total output
148
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
67
Input
115
Total output
108
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
146
Input
112
Total output
95
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
88
Input
428
Total output
418
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
110
Input
118
Total output
105
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
82
Input
176
Total output
166
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
139
Input
3,737
Total output
3,712
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
143
Input
205
Total output
178
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
127
Input
1,109
Total output
1,084
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
118
Input
78
Total output
64
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
119
Input
54
Total output
42
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
100
Input
9
Total output
0
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
204
Input
586
Total output
556
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
158
Input
147
Total output
120
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
250
Input
8,390
Total output
8,346
Reasoning within output
commit_messages f001
89.3%
Passed
Tokens
101
Input
63
Total output
54
Reasoning within output
commit_messages f002
81.7%
Passed
Tokens
195
Input
207
Total output
196
Reasoning within output
commit_messages f003
91%
Passed
Tokens
80
Input
111
Total output
97
Reasoning within output
commit_messages f004
93.3%
Passed
Tokens
108
Input
65
Total output
56
Reasoning within output
commit_messages f005
88.3%
Passed
Tokens
96
Input
64
Total output
54
Reasoning within output
commit_messages f006
90%
Passed
Tokens
131
Input
266
Total output
254
Reasoning within output
commit_messages f007
87.7%
Passed
Tokens
173
Input
209
Total output
196
Reasoning within output
commit_messages f008
87.7%
Passed
Tokens
68
Input
55
Total output
45
Reasoning within output
commit_messages f009
90.7%
Passed
Tokens
120
Input
76
Total output
63
Reasoning within output
commit_messages f010
82.3%
Passed
Tokens
256
Input
488
Total output
474
Reasoning within output
commit_messages f011
80.3%
Passed
Tokens
138
Input
390
Total output
373
Reasoning within output
commit_messages f012
90%
Passed
Tokens
121
Input
68
Total output
57
Reasoning within output
commit_squash f001
100%
Passed
Tokens
129
Input
225
Total output
207
Reasoning within output
commit_squash f002
100%
Passed
Tokens
109
Input
183
Total output
169
Reasoning within output
commit_squash f003
100%
Passed
Tokens
122
Input
312
Total output
294
Reasoning within output
commit_squash f004
100%
Passed
Tokens
111
Input
488
Total output
471
Reasoning within output
commit_squash f005
100%
Passed
Tokens
107
Input
153
Total output
140
Reasoning within output
commit_squash f006
100%
Passed
Tokens
93
Input
160
Total output
143
Reasoning within output
commit_squash f007
100%
Passed
Tokens
97
Input
142
Total output
124
Reasoning within output
commit_squash f008
100%
Passed
Tokens
108
Input
233
Total output
215
Reasoning within output
commit_squash f009
100%
Passed
Tokens
100
Input
400
Total output
383
Reasoning within output
commit_squash f010
100%
Passed
Tokens
116
Input
163
Total output
142
Reasoning within output
commit_squash f011
100%
Passed
Tokens
124
Input
265
Total output
244
Reasoning within output
commit_squash f012
100%
Passed
Tokens
125
Input
269
Total output
243
Reasoning within output
git_bisect f001
100%
Passed
Tokens
172
Input
69
Total output
58
Reasoning within output
git_bisect f002
100%
Passed
Tokens
189
Input
102
Total output
92
Reasoning within output
git_bisect f003
100%
Passed
Tokens
193
Input
215
Total output
202
Reasoning within output
git_bisect f004
100%
Passed
Tokens
187
Input
226
Total output
214
Reasoning within output
git_bisect f005
100%
Passed
Tokens
185
Input
169
Total output
159
Reasoning within output
git_bisect f006
100%
Passed
Tokens
222
Input
123
Total output
112
Reasoning within output
git_bisect f007
100%
Passed
Tokens
183
Input
172
Total output
162
Reasoning within output
git_bisect f008
100%
Passed
Tokens
187
Input
124
Total output
114
Reasoning within output
git_bisect f009
100%
Passed
Tokens
181
Input
146
Total output
136
Reasoning within output
git_bisect f010
100%
Passed
Tokens
191
Input
93
Total output
83
Reasoning within output
git_bisect f011
100%
Passed
Tokens
195
Input
134
Total output
123
Reasoning within output
git_bisect f012
100%
Passed
Tokens
208
Input
148
Total output
139
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
11
Total output
0
Reasoning within output
git_clean f002
100%
Passed
Tokens
57
Input
196
Total output
186
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
119
Total output
109
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
509
Total output
498
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
473
Total output
463
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
223
Total output
210
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
250
Total output
236
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
16
Total output
0
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
213
Total output
199
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
13
Total output
0
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
341
Total output
330
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
424
Total output
410
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
57
Total output
48
Reasoning within output
git_grep f002
100%
Passed
Tokens
62
Input
43
Total output
36
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
28
Total output
21
Reasoning within output
git_grep f004
100%
Passed
Tokens
74
Input
39
Total output
28
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
42
Total output
35
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
99
Total output
92
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
739
Total output
732
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
54
Total output
47
Reasoning within output
git_grep f009
100%
Passed
Tokens
52
Input
36
Total output
27
Reasoning within output
git_grep f010
100%
Passed
Tokens
61
Input
27
Total output
20
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
92
Total output
85
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
704
Input
67
Total output
60
Reasoning within output
git_log_format f002
100%
Passed
Tokens
677
Input
82
Total output
69
Reasoning within output
git_log_format f003
100%
Passed
Tokens
549
Input
144
Total output
129
Reasoning within output
git_log_format f004
100%
Passed
Tokens
703
Input
45
Total output
38
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
72
Total output
61
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
136
Total output
129
Reasoning within output
git_log_format f007
100%
Passed
Tokens
720
Input
43
Total output
34
Reasoning within output
git_log_format f008
100%
Passed
Tokens
919
Input
56
Total output
49
Reasoning within output
git_log_format f009
100%
Passed
Tokens
554
Input
50
Total output
43
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,071
Input
57
Total output
50
Reasoning within output
git_log_format f011
100%
Passed
Tokens
353
Input
84
Total output
76
Reasoning within output
git_log_format f012
100%
Passed
Tokens
319
Input
73
Total output
66
Reasoning within output
git_show f001
100%
Passed
Tokens
168
Input
59
Total output
50
Reasoning within output
git_show f002
100%
Passed
Tokens
166
Input
422
Total output
414
Reasoning within output
git_show f003
100%
Passed
Tokens
563
Input
88
Total output
76
Reasoning within output
git_show f004
100%
Passed
Tokens
385
Input
68
Total output
56
Reasoning within output
git_show f005
100%
Passed
Tokens
169
Input
168
Total output
160
Reasoning within output
git_show f006
100%
Passed
Tokens
184
Input
78
Total output
71
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
68
Total output
58
Reasoning within output
git_show f008
100%
Passed
Tokens
179
Input
152
Total output
122
Reasoning within output
git_show f009
100%
Passed
Tokens
259
Input
191
Total output
184
Reasoning within output
git_show f010
100%
Passed
Tokens
167
Input
198
Total output
191
Reasoning within output
git_show f011
100%
Passed
Tokens
195
Input
28
Total output
20
Reasoning within output
git_show f012
100%
Passed
Tokens
288
Input
102
Total output
95
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
80
Input
442
Total output
432
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
163
Total output
150
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
932
Total output
922
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
126
Input
666
Total output
639
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
112
Total output
85
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
742
Total output
717
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
199
Total output
185
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
174
Total output
162
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
902
Total output
891
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
514
Total output
484
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
375
Total output
348
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
547
Total output
493
Reasoning within output
rebase f001
100%
Passed
Tokens
91
Input
770
Total output
760
Reasoning within output
rebase f002
100%
Passed
Tokens
117
Input
102
Total output
89
Reasoning within output
rebase f003
100%
Passed
Tokens
98
Input
99
Total output
90
Reasoning within output
rebase f004
100%
Passed
Tokens
136
Input
244
Total output
217
Reasoning within output
rebase f005
100%
Passed
Tokens
136
Input
121
Total output
97
Reasoning within output
rebase f006
100%
Passed
Tokens
127
Input
850
Total output
825
Reasoning within output
rebase f007
100%
Passed
Tokens
120
Input
126
Total output
112
Reasoning within output
rebase f008
100%
Passed
Tokens
114
Input
68
Total output
56
Reasoning within output
rebase f009
100%
Passed
Tokens
98
Input
84
Total output
73
Reasoning within output
rebase f010
100%
Passed
Tokens
194
Input
253
Total output
223
Reasoning within output
rebase f011
100%
Passed
Tokens
147
Input
247
Total output
220
Reasoning within output
rebase f012
0%
Failed
Tokens
250
Input
435
Total output
381
Reasoning within output
reflog f001
100%
Passed
Tokens
209
Input
198
Total output
166
Reasoning within output
reflog f002
100%
Passed
Tokens
196
Input
165
Total output
104
Reasoning within output
reflog f003
100%
Passed
Tokens
171
Input
288
Total output
220
Reasoning within output
reflog f004
100%
Passed
Tokens
288
Input
1,580
Total output
1,472
Reasoning within output
reflog f005
100%
Passed
Tokens
318
Input
600
Total output
509
Reasoning within output
reflog f006
100%
Passed
Tokens
221
Input
317
Total output
252
Reasoning within output
reflog f007
100%
Passed
Tokens
242
Input
260
Total output
201
Reasoning within output
reflog f008
100%
Passed
Tokens
305
Input
1,523
Total output
1,457
Reasoning within output
reflog f009
100%
Passed
Tokens
276
Input
1,498
Total output
1,393
Reasoning within output
reflog f010
100%
Passed
Tokens
250
Input
297
Total output
226
Reasoning within output
reflog f011
100%
Passed
Tokens
275
Input
2,373
Total output
2,293
Reasoning within output
reflog f012
100%
Passed
Tokens
283
Input
4,515
Total output
4,333
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
125
Input
70
Total output
44
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
267
Input
123
Total output
103
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
19
Total output
0
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
68
Total output
39
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
119
Input
98
Total output
71
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
28
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
195
Input
147
Total output
126
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
196
Total output
159
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
113
Total output
88
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
27
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
108
Input
135
Total output
114
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
18
Total output
0
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
42
Input
97
Total output
82
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
94
Input
244
Total output
218
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
92
Input
4,175
Total output
4,147
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
77
Input
56
Total output
46
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
321
Total output
288
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
75
Input
423
Total output
413
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
228
Total output
203
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
83
Input
2,557
Total output
2,543
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
81
Input
197
Total output
187
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
88
Input
1,392
Total output
1,380
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
95
Input
63
Total output
53
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
170
Total output
152
Reasoning within output
tag_management f001
100%
Passed
Tokens
55
Input
11
Total output
0
Reasoning within output
tag_management f002
100%
Passed
Tokens
54
Input
22
Total output
0
Reasoning within output
tag_management f003
100%
Passed
Tokens
58
Input
131
Total output
116
Reasoning within output
tag_management f004
100%
Passed
Tokens
63
Input
121
Total output
113
Reasoning within output
tag_management f005
100%
Passed
Tokens
79
Input
136
Total output
122
Reasoning within output
tag_management f006
100%
Passed
Tokens
59
Input
69
Total output
52
Reasoning within output
tag_management f007
100%
Passed
Tokens
61
Input
1,576
Total output
1,555
Reasoning within output
tag_management f008
100%
Passed
Tokens
65
Input
857
Total output
827
Reasoning within output
tag_management f009
100%
Passed
Tokens
69
Input
134
Total output
111
Reasoning within output
tag_management f010
100%
Passed
Tokens
45
Input
11
Total output
0
Reasoning within output
tag_management f011
100%
Passed
Tokens
45
Input
78
Total output
67
Reasoning within output
tag_management f012
100%
Passed
Tokens
77
Input
771
Total output
756
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
123
Input
175
Total output
160
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
129
Input
451
Total output
423
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
183
Input
128
Total output
114
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
175
Input
243
Total output
230
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
110
Input
259
Total output
242
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
119
Input
382
Total output
362
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
122
Input
504
Total output
479
Reasoning within output
worktree_usage f008
100%
Passed
Tokens
140
Input
2,009
Total output
1,954
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
213
Input
429
Total output
419
Reasoning within output
worktree_usage f010
0%
Failed
Tokens
187
Input
1,408
Total output
1,389
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
178
Input
153
Total output
139
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
112
Input
129
Total output
110
Reasoning within output