Openai / gpt-5.4-nano
high
91.7%
187 / 204 fixtures · 1 run(s)
34,306 input / 16,322 total output / 12,318 reasoning within output tokens $0.02726370
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-1.5%
Text: 91.7% →
JSON: 90.2%
+7
Gained
JSON pass / text fail
−10
Lost
Text pass / JSON fail
177
Unchanged Pass
Both pass
10
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 100% | 75% | -25% |
| rebase | 83.3% | 66.7% | -16.7% |
| git_clean | 83.3% | 91.7% | + 8.3% |
| blame_forensics | 100% | 91.7% | -8.3% |
| git_grep | 91.7% | 100% | + 8.3% |
| reflog | 91.7% | 100% | + 8.3% |
| submodule_usage | 66.7% | 75% | + 8.3% |
| tag_management | 100% | 91.7% | -8.3% |
| cherry_pick | 66.7% | 66.7% | + 0% |
| commit_messages | 100% | 100% | + 0% |
| commit_squash | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_log_format | 100% | 100% | + 0% |
| git_show | 100% | 100% | + 0% |
| merge_conflicts | 75% | 75% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| worktree_usage | 100% | 100% | + 0% |
Changed Fixtures (17)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
213
Input
49
Total output
38
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
201
Input
139
Total output
129
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
220
Input
66
Total output
54
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
169
Input
146
Total output
135
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
225
Input
103
Total output
94
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
208
Input
148
Total output
139
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
180
Input
70
Total output
60
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
206
Input
135
Total output
125
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
173
Input
106
Total output
96
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
368
Input
137
Total output
128
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
200
Input
184
Total output
175
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
128
Input
54
Total output
43
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
98
Input
84
Total output
74
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
112
Input
99
Total output
88
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
86
Input
68
Total output
61
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
127
Input
52
Total output
41
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
99
Input
44
Total output
35
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
117
Input
49
Total output
36
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
101
Input
57
Total output
46
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
118
Input
48
Total output
33
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
77
Input
64
Total output
57
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
107
Input
63
Total output
52
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
66
Input
34
Total output
27
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
151
Input
52
Total output
35
Reasoning within output
cherry_pick f001
0%
Failed
Tokens
90
Input
8
Total output
0
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
111
Input
11
Total output
0
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
84
Input
8
Total output
0
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
137
Input
526
Total output
501
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
141
Input
20
Total output
0
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
126
Input
23
Total output
0
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
118
Input
12
Total output
0
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
118
Input
10
Total output
0
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
101
Input
9
Total output
0
Reasoning within output
cherry_pick f010
50%
Failed
Tokens
204
Input
28
Total output
0
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
156
Input
108
Total output
81
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
252
Input
52
Total output
0
Reasoning within output
commit_messages f001
89.3%
Passed
Tokens
101
Input
13
Total output
0
Reasoning within output
commit_messages f002
80%
Passed
Tokens
195
Input
13
Total output
0
Reasoning within output
commit_messages f003
93.3%
Passed
Tokens
80
Input
12
Total output
0
Reasoning within output
commit_messages f004
93.3%
Passed
Tokens
108
Input
7
Total output
0
Reasoning within output
commit_messages f005
91.7%
Passed
Tokens
96
Input
50
Total output
40
Reasoning within output
commit_messages f006
91.7%
Passed
Tokens
131
Input
10
Total output
0
Reasoning within output
commit_messages f007
93.3%
Passed
Tokens
173
Input
56
Total output
44
Reasoning within output
commit_messages f008
92.7%
Passed
Tokens
68
Input
60
Total output
50
Reasoning within output
commit_messages f009
91.7%
Passed
Tokens
120
Input
10
Total output
0
Reasoning within output
commit_messages f010
89%
Passed
Tokens
256
Input
224
Total output
210
Reasoning within output
commit_messages f011
71.7%
Passed
Tokens
138
Input
13
Total output
0
Reasoning within output
commit_messages f012
76.3%
Passed
Tokens
121
Input
9
Total output
0
Reasoning within output
commit_squash f001
100%
Passed
Tokens
132
Input
165
Total output
147
Reasoning within output
commit_squash f002
100%
Passed
Tokens
114
Input
46
Total output
32
Reasoning within output
commit_squash f003
100%
Passed
Tokens
117
Input
114
Total output
96
Reasoning within output
commit_squash f004
100%
Passed
Tokens
112
Input
76
Total output
59
Reasoning within output
commit_squash f005
100%
Passed
Tokens
107
Input
96
Total output
83
Reasoning within output
commit_squash f006
100%
Passed
Tokens
95
Input
88
Total output
71
Reasoning within output
commit_squash f007
100%
Passed
Tokens
96
Input
72
Total output
54
Reasoning within output
commit_squash f008
100%
Passed
Tokens
112
Input
73
Total output
55
Reasoning within output
commit_squash f009
100%
Passed
Tokens
99
Input
67
Total output
50
Reasoning within output
commit_squash f010
100%
Passed
Tokens
116
Input
63
Total output
42
Reasoning within output
commit_squash f011
100%
Passed
Tokens
125
Input
77
Total output
56
Reasoning within output
commit_squash f012
100%
Passed
Tokens
123
Input
134
Total output
108
Reasoning within output
git_bisect f001
100%
Passed
Tokens
162
Input
42
Total output
32
Reasoning within output
git_bisect f002
100%
Passed
Tokens
193
Input
44
Total output
33
Reasoning within output
git_bisect f003
100%
Passed
Tokens
189
Input
42
Total output
32
Reasoning within output
git_bisect f004
100%
Passed
Tokens
189
Input
47
Total output
36
Reasoning within output
git_bisect f005
100%
Passed
Tokens
195
Input
48
Total output
39
Reasoning within output
git_bisect f006
100%
Passed
Tokens
214
Input
77
Total output
66
Reasoning within output
git_bisect f007
100%
Passed
Tokens
193
Input
70
Total output
59
Reasoning within output
git_bisect f008
100%
Passed
Tokens
197
Input
69
Total output
59
Reasoning within output
git_bisect f009
100%
Passed
Tokens
191
Input
55
Total output
45
Reasoning within output
git_bisect f010
100%
Passed
Tokens
189
Input
81
Total output
71
Reasoning within output
git_bisect f011
100%
Passed
Tokens
191
Input
62
Total output
51
Reasoning within output
git_bisect f012
100%
Passed
Tokens
212
Input
66
Total output
53
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
8
Total output
0
Reasoning within output
git_clean f003
100%
Passed
Tokens
54
Input
9
Total output
0
Reasoning within output
git_clean f004
100%
Passed
Tokens
54
Input
100
Total output
86
Reasoning within output
git_clean f005
50%
Failed
Tokens
46
Input
22
Total output
0
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
10
Total output
0
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
130
Total output
115
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
26
Total output
0
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
54
Total output
40
Reasoning within output
git_clean f010
100%
Passed
Tokens
59
Input
9
Total output
0
Reasoning within output
git_clean f011
100%
Passed
Tokens
58
Input
112
Total output
101
Reasoning within output
git_clean f012
83.3%
Failed
Tokens
60
Input
11
Total output
0
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
34
Total output
25
Reasoning within output
git_grep f002
100%
Passed
Tokens
64
Input
32
Total output
25
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
22
Total output
15
Reasoning within output
git_grep f004
0%
Failed
Tokens
74
Input
11
Total output
0
Reasoning within output
git_grep f005
100%
Passed
Tokens
109
Input
30
Total output
23
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
98
Total output
91
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
161
Total output
154
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
29
Total output
22
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
5
Total output
0
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
29
Total output
22
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
723
Input
85
Total output
78
Reasoning within output
git_log_format f002
100%
Passed
Tokens
687
Input
11
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
566
Input
13
Total output
0
Reasoning within output
git_log_format f004
100%
Passed
Tokens
696
Input
52
Total output
45
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
167
Total output
156
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
49
Total output
42
Reasoning within output
git_log_format f007
100%
Passed
Tokens
720
Input
8
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
918
Input
26
Total output
19
Reasoning within output
git_log_format f009
100%
Passed
Tokens
577
Input
5
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,074
Input
55
Total output
48
Reasoning within output
git_log_format f011
100%
Passed
Tokens
358
Input
51
Total output
43
Reasoning within output
git_log_format f012
100%
Passed
Tokens
317
Input
33
Total output
26
Reasoning within output
git_show f001
100%
Passed
Tokens
161
Input
7
Total output
0
Reasoning within output
git_show f002
100%
Passed
Tokens
163
Input
216
Total output
208
Reasoning within output
git_show f003
100%
Passed
Tokens
557
Input
10
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
377
Input
10
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
171
Input
66
Total output
58
Reasoning within output
git_show f006
100%
Passed
Tokens
178
Input
5
Total output
0
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
8
Total output
0
Reasoning within output
git_show f008
100%
Passed
Tokens
180
Input
79
Total output
48
Reasoning within output
git_show f009
100%
Passed
Tokens
263
Input
71
Total output
64
Reasoning within output
git_show f010
100%
Passed
Tokens
172
Input
69
Total output
62
Reasoning within output
git_show f011
100%
Passed
Tokens
194
Input
6
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
288
Input
59
Total output
52
Reasoning within output
merge_conflicts f001
0%
Failed
Tokens
80
Input
8
Total output
0
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
100
Input
65
Total output
52
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
109
Total output
99
Reasoning within output
merge_conflicts f004
0%
Failed
Tokens
126
Input
352
Total output
327
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
20
Total output
0
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
115
Input
230
Total output
205
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
78
Total output
64
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
102
Input
10
Total output
0
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
99
Input
123
Total output
112
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
218
Total output
178
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
138
Input
25
Total output
0
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
219
Input
243
Total output
189
Reasoning within output
rebase f001
0%
Failed
Tokens
92
Input
8
Total output
0
Reasoning within output
rebase f002
100%
Passed
Tokens
119
Input
11
Total output
0
Reasoning within output
rebase f003
100%
Passed
Tokens
99
Input
7
Total output
0
Reasoning within output
rebase f004
100%
Passed
Tokens
136
Input
242
Total output
215
Reasoning within output
rebase f005
100%
Passed
Tokens
134
Input
17
Total output
0
Reasoning within output
rebase f006
100%
Passed
Tokens
126
Input
277
Total output
252
Reasoning within output
rebase f007
100%
Passed
Tokens
122
Input
44
Total output
30
Reasoning within output
rebase f008
100%
Passed
Tokens
113
Input
10
Total output
0
Reasoning within output
rebase f009
100%
Passed
Tokens
96
Input
9
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
196
Input
156
Total output
116
Reasoning within output
rebase f011
100%
Passed
Tokens
146
Input
315
Total output
288
Reasoning within output
rebase f012
0%
Failed
Tokens
250
Input
188
Total output
134
Reasoning within output
reflog f001
0%
Failed
Tokens
209
Input
32
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
195
Input
52
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
180
Input
107
Total output
30
Reasoning within output
reflog f004
100%
Passed
Tokens
273
Input
277
Total output
161
Reasoning within output
reflog f005
100%
Passed
Tokens
312
Input
164
Total output
71
Reasoning within output
reflog f006
100%
Passed
Tokens
213
Input
64
Total output
0
Reasoning within output
reflog f007
100%
Passed
Tokens
246
Input
56
Total output
0
Reasoning within output
reflog f008
100%
Passed
Tokens
301
Input
121
Total output
69
Reasoning within output
reflog f009
100%
Passed
Tokens
277
Input
390
Total output
288
Reasoning within output
reflog f010
100%
Passed
Tokens
238
Input
149
Total output
67
Reasoning within output
reflog f011
100%
Passed
Tokens
293
Input
652
Total output
521
Reasoning within output
reflog f012
100%
Passed
Tokens
278
Input
1,146
Total output
949
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
124
Input
25
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
267
Input
17
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
33
Total output
0
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
21
Total output
0
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
121
Input
49
Total output
21
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
23
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
197
Input
48
Total output
23
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
31
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
25
Total output
0
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
28
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
110
Input
83
Total output
62
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
17
Total output
0
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
42
Input
13
Total output
0
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
89
Input
17
Total output
0
Reasoning within output
submodule_usage f003
25%
Failed
Tokens
89
Input
334
Total output
263
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
80
Input
10
Total output
0
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
193
Total output
160
Reasoning within output
submodule_usage f006
0%
Failed
Tokens
78
Input
10
Total output
0
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
89
Total output
64
Reasoning within output
submodule_usage f008
66.7%
Failed
Tokens
84
Input
14
Total output
0
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
82
Input
10
Total output
0
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
86
Input
90
Total output
75
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
93
Input
8
Total output
0
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
49
Total output
31
Reasoning within output
tag_management f001
100%
Passed
Tokens
54
Input
11
Total output
0
Reasoning within output
tag_management f002
100%
Passed
Tokens
52
Input
22
Total output
0
Reasoning within output
tag_management f003
100%
Passed
Tokens
57
Input
13
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
64
Input
13
Total output
0
Reasoning within output
tag_management f005
100%
Passed
Tokens
76
Input
42
Total output
28
Reasoning within output
tag_management f006
100%
Passed
Tokens
59
Input
13
Total output
0
Reasoning within output
tag_management f007
100%
Passed
Tokens
62
Input
107
Total output
86
Reasoning within output
tag_management f008
100%
Passed
Tokens
68
Input
28
Total output
0
Reasoning within output
tag_management f009
100%
Passed
Tokens
68
Input
25
Total output
0
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
9
Total output
0
Reasoning within output
tag_management f012
100%
Passed
Tokens
80
Input
108
Total output
93
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
122
Input
53
Total output
38
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
127
Input
177
Total output
151
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
180
Input
96
Total output
82
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
175
Input
11
Total output
0
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
112
Input
15
Total output
0
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
117
Input
92
Total output
72
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
115
Input
195
Total output
170
Reasoning within output
worktree_usage f008
100%
Passed
Tokens
145
Input
549
Total output
450
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
215
Input
100
Total output
90
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
184
Input
19
Total output
0
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
177
Input
45
Total output
31
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
114
Input
106
Total output
87
Reasoning within output