Openai / gpt-5.4-nano
low
88.2%
180 / 204 fixtures · 1 run(s)
34,250 input / 7,928 total output / 3,718 reasoning within output tokens $0.01676000
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
+1.5%
Text: 88.2% →
JSON: 89.7%
+13
Gained
JSON pass / text fail
−10
Lost
Text pass / JSON fail
170
Unchanged Pass
Both pass
11
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|---|---|---|
| f009 | 0% (0/1) | 100% (1/1) | -100% |
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 100% | 83.3% | -16.7% |
| commit_squash | 83.3% | 100% | + 16.7% |
| git_clean | 58.3% | 75% | + 16.7% |
| submodule_usage | 91.7% | 75% | -16.7% |
| worktree_usage | 75% | 91.7% | + 16.7% |
| blame_forensics | 100% | 91.7% | -8.3% |
| commit_messages | 91.7% | 100% | + 8.3% |
| git_log_format | 91.7% | 100% | + 8.3% |
| git_show | 91.7% | 100% | + 8.3% |
| rebase | 75% | 66.7% | -8.3% |
| cherry_pick | 66.7% | 66.7% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_grep | 100% | 100% | + 0% |
| merge_conflicts | 75% | 75% | + 0% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| tag_management | 100% | 100% | + 0% |
Changed Fixtures (23)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
214
Input
70
Total output
59
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
205
Input
112
Total output
102
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
219
Input
40
Total output
28
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
169
Input
86
Total output
75
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
224
Input
52
Total output
43
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
200
Input
92
Total output
83
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
186
Input
60
Total output
50
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
207
Input
94
Total output
84
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
170
Input
71
Total output
61
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
360
Input
91
Total output
82
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
204
Input
58
Total output
49
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
125
Input
44
Total output
33
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
100
Input
71
Total output
61
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
105
Input
50
Total output
39
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
89
Input
23
Total output
16
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
116
Input
39
Total output
28
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
103
Input
7
Total output
0
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
123
Input
11
Total output
0
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
92
Input
9
Total output
0
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
113
Input
13
Total output
0
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
75
Input
21
Total output
14
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
111
Input
44
Total output
33
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
66
Input
22
Total output
15
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
154
Input
40
Total output
23
Reasoning within output
cherry_pick f001
0%
Failed
Tokens
89
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
83
Input
8
Total output
0
Reasoning within output
cherry_pick f004
100%
Passed
Tokens
137
Input
117
Total output
90
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
142
Input
20
Total output
0
Reasoning within output
cherry_pick f006
0%
Failed
Tokens
128
Input
89
Total output
63
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
119
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
104
Input
9
Total output
0
Reasoning within output
cherry_pick f010
50%
Failed
Tokens
200
Input
28
Total output
0
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
155
Input
25
Total output
0
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
252
Input
52
Total output
0
Reasoning within output
commit_messages f001
83.7%
Passed
Tokens
101
Input
13
Total output
0
Reasoning within output
commit_messages f002
88%
Passed
Tokens
195
Input
13
Total output
0
Reasoning within output
commit_messages f003
97.3%
Passed
Tokens
80
Input
12
Total output
0
Reasoning within output
commit_messages f004
93.3%
Passed
Tokens
108
Input
8
Total output
0
Reasoning within output
commit_messages f005
86%
Passed
Tokens
96
Input
10
Total output
0
Reasoning within output
commit_messages f006
93.7%
Passed
Tokens
131
Input
10
Total output
0
Reasoning within output
commit_messages f007
90%
Passed
Tokens
173
Input
11
Total output
0
Reasoning within output
commit_messages f008
85%
Passed
Tokens
68
Input
15
Total output
0
Reasoning within output
commit_messages f009
35%
Failed
Tokens
120
Input
12
Total output
0
Reasoning within output
commit_messages f010
77%
Passed
Tokens
256
Input
10
Total output
0
Reasoning within output
commit_messages f011
66.7%
Passed
Tokens
138
Input
13
Total output
0
Reasoning within output
commit_messages f012
90.7%
Passed
Tokens
121
Input
9
Total output
0
Reasoning within output
commit_squash f001
100%
Passed
Tokens
134
Input
79
Total output
61
Reasoning within output
commit_squash f002
0%
Failed
Tokens
112
Input
15
Total output
0
Reasoning within output
commit_squash f003
100%
Passed
Tokens
122
Input
81
Total output
63
Reasoning within output
commit_squash f004
100%
Passed
Tokens
110
Input
115
Total output
98
Reasoning within output
commit_squash f005
100%
Passed
Tokens
106
Input
37
Total output
24
Reasoning within output
commit_squash f006
100%
Passed
Tokens
92
Input
50
Total output
33
Reasoning within output
commit_squash f007
100%
Passed
Tokens
99
Input
54
Total output
36
Reasoning within output
commit_squash f008
0%
Failed
Tokens
114
Input
26
Total output
0
Reasoning within output
commit_squash f009
100%
Passed
Tokens
100
Input
50
Total output
33
Reasoning within output
commit_squash f010
100%
Passed
Tokens
119
Input
19
Total output
0
Reasoning within output
commit_squash f011
100%
Passed
Tokens
122
Input
49
Total output
28
Reasoning within output
commit_squash f012
100%
Passed
Tokens
124
Input
84
Total output
58
Reasoning within output
git_bisect f001
100%
Passed
Tokens
172
Input
38
Total output
25
Reasoning within output
git_bisect f002
100%
Passed
Tokens
191
Input
28
Total output
18
Reasoning within output
git_bisect f003
100%
Passed
Tokens
195
Input
38
Total output
27
Reasoning within output
git_bisect f004
100%
Passed
Tokens
195
Input
62
Total output
52
Reasoning within output
git_bisect f005
100%
Passed
Tokens
191
Input
32
Total output
22
Reasoning within output
git_bisect f006
100%
Passed
Tokens
214
Input
34
Total output
24
Reasoning within output
git_bisect f007
100%
Passed
Tokens
193
Input
45
Total output
34
Reasoning within output
git_bisect f008
100%
Passed
Tokens
191
Input
35
Total output
26
Reasoning within output
git_bisect f009
100%
Passed
Tokens
193
Input
57
Total output
47
Reasoning within output
git_bisect f010
100%
Passed
Tokens
197
Input
33
Total output
22
Reasoning within output
git_bisect f011
100%
Passed
Tokens
191
Input
37
Total output
27
Reasoning within output
git_bisect f012
100%
Passed
Tokens
214
Input
47
Total output
36
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
8
Total output
0
Reasoning within output
git_clean f004
33.3%
Failed
Tokens
54
Input
12
Total output
0
Reasoning within output
git_clean f005
75%
Failed
Tokens
46
Input
23
Total output
0
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
10
Total output
0
Reasoning within output
git_clean f007
25%
Failed
Tokens
61
Input
14
Total output
0
Reasoning within output
git_clean f008
25%
Failed
Tokens
68
Input
14
Total output
0
Reasoning within output
git_clean f009
100%
Passed
Tokens
62
Input
12
Total output
0
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
51
Total output
0
Reasoning within output
git_clean f012
83.3%
Failed
Tokens
60
Input
10
Total output
0
Reasoning within output
git_grep f001
100%
Passed
Tokens
49
Input
7
Total output
0
Reasoning within output
git_grep f002
100%
Passed
Tokens
59
Input
22
Total output
15
Reasoning within output
git_grep f003
100%
Passed
Tokens
82
Input
5
Total output
0
Reasoning within output
git_grep f004
100%
Passed
Tokens
74
Input
9
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
41
Total output
34
Reasoning within output
git_grep f007
100%
Passed
Tokens
154
Input
167
Total output
160
Reasoning within output
git_grep f008
100%
Passed
Tokens
56
Input
5
Total output
0
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
25
Total output
18
Reasoning within output
git_grep f011
100%
Passed
Tokens
106
Input
5
Total output
0
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
707
Input
5
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
678
Input
11
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
557
Input
13
Total output
0
Reasoning within output
git_log_format f004
0%
Failed
Tokens
711
Input
5
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
563
Input
9
Total output
0
Reasoning within output
git_log_format f006
100%
Passed
Tokens
693
Input
44
Total output
37
Reasoning within output
git_log_format f007
100%
Passed
Tokens
697
Input
9
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
947
Input
5
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
549
Input
5
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,035
Input
5
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
347
Input
6
Total output
0
Reasoning within output
git_log_format f012
100%
Passed
Tokens
331
Input
5
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
165
Input
7
Total output
0
Reasoning within output
git_show f002
0%
Failed
Tokens
162
Input
153
Total output
145
Reasoning within output
git_show f003
100%
Passed
Tokens
567
Input
10
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
389
Input
10
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
173
Input
51
Total output
43
Reasoning within output
git_show f006
100%
Passed
Tokens
181
Input
33
Total output
26
Reasoning within output
git_show f007
100%
Passed
Tokens
163
Input
8
Total output
0
Reasoning within output
git_show f008
100%
Passed
Tokens
178
Input
27
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
260
Input
62
Total output
55
Reasoning within output
git_show f010
100%
Passed
Tokens
173
Input
28
Total output
21
Reasoning within output
git_show f011
100%
Passed
Tokens
193
Input
6
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
290
Input
5
Total output
0
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
11
Total output
0
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
75
Input
8
Total output
0
Reasoning within output
merge_conflicts f004
0%
Failed
Tokens
126
Input
23
Total output
0
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
23
Total output
0
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
120
Input
12
Total output
0
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
40
Total output
29
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
38
Total output
0
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
52
Total output
0
Reasoning within output
rebase f001
0%
Failed
Tokens
89
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
98
Input
7
Total output
0
Reasoning within output
rebase f004
100%
Passed
Tokens
135
Input
25
Total output
0
Reasoning within output
rebase f005
100%
Passed
Tokens
134
Input
17
Total output
0
Reasoning within output
rebase f006
0%
Failed
Tokens
126
Input
24
Total output
0
Reasoning within output
rebase f007
100%
Passed
Tokens
122
Input
12
Total output
0
Reasoning within output
rebase f008
100%
Passed
Tokens
115
Input
10
Total output
0
Reasoning within output
rebase f009
100%
Passed
Tokens
97
Input
9
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
192
Input
38
Total output
0
Reasoning within output
rebase f011
100%
Passed
Tokens
147
Input
25
Total output
0
Reasoning within output
rebase f012
0%
Failed
Tokens
248
Input
52
Total output
0
Reasoning within output
reflog f001
100%
Passed
Tokens
205
Input
26
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
193
Input
62
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
176
Input
138
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
277
Input
214
Total output
81
Reasoning within output
reflog f005
100%
Passed
Tokens
309
Input
60
Total output
0
Reasoning within output
reflog f006
100%
Passed
Tokens
210
Input
101
Total output
0
Reasoning within output
reflog f007
100%
Passed
Tokens
245
Input
106
Total output
0
Reasoning within output
reflog f008
100%
Passed
Tokens
306
Input
73
Total output
0
Reasoning within output
reflog f009
100%
Passed
Tokens
279
Input
83
Total output
0
Reasoning within output
reflog f010
100%
Passed
Tokens
236
Input
79
Total output
0
Reasoning within output
reflog f011
100%
Passed
Tokens
281
Input
560
Total output
417
Reasoning within output
reflog f012
100%
Passed
Tokens
268
Input
233
Total output
36
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
124
Input
21
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
264
Input
18
Total output
0
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
39
Total output
0
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
120
Input
38
Total output
0
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
28
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
191
Input
18
Total output
0
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
17
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
22
Total output
0
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
27
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
109
Input
57
Total output
36
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
28
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
31
Total output
0
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
90
Input
350
Total output
283
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
78
Input
8
Total output
0
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
72
Total output
38
Reasoning within output
submodule_usage f006
0%
Failed
Tokens
80
Input
15
Total output
0
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
23
Total output
0
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
87
Input
12
Total output
0
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
81
Input
10
Total output
0
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
95
Input
13
Total output
0
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
94
Input
8
Total output
0
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
48
Input
16
Total output
0
Reasoning within output
tag_management f001
100%
Passed
Tokens
53
Input
23
Total output
0
Reasoning within output
tag_management f002
100%
Passed
Tokens
52
Input
25
Total output
0
Reasoning within output
tag_management f003
100%
Passed
Tokens
59
Input
13
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
65
Input
8
Total output
0
Reasoning within output
tag_management f005
100%
Passed
Tokens
73
Input
12
Total output
0
Reasoning within output
tag_management f006
100%
Passed
Tokens
61
Input
14
Total output
0
Reasoning within output
tag_management f007
100%
Passed
Tokens
62
Input
42
Total output
0
Reasoning within output
tag_management f008
100%
Passed
Tokens
65
Input
28
Total output
0
Reasoning within output
tag_management f009
100%
Passed
Tokens
70
Input
21
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
47
Input
9
Total output
0
Reasoning within output
tag_management f012
100%
Passed
Tokens
81
Input
113
Total output
92
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
124
Input
40
Total output
25
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
129
Input
85
Total output
59
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
186
Input
14
Total output
0
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
177
Input
11
Total output
0
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
113
Input
18
Total output
0
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
118
Input
41
Total output
0
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
122
Input
81
Total output
0
Reasoning within output
worktree_usage f008
100%
Passed
Tokens
143
Input
175
Total output
120
Reasoning within output
worktree_usage f009
0%
Failed
Tokens
216
Input
16
Total output
0
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
180
Input
19
Total output
0
Reasoning within output
worktree_usage f011
0%
Failed
Tokens
181
Input
17
Total output
0
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
117
Input
17
Total output
0
Reasoning within output