Openai / gpt-5.4-nano
none
82.8%
169 / 204 fixtures · 1 run(s)
34,160 input / 4,071 total output / 0 reasoning within output tokens $0.01192075
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
+2.9%
Text: 82.8% →
JSON: 85.8%
+20
Gained
JSON pass / text fail
−14
Lost
Text pass / JSON fail
155
Unchanged Pass
Both pass
15
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| commit_squash | 8.3% | 100% | + 91.7% |
| branch_cleanup | 100% | 83.3% | -16.7% |
| git_clean | 58.3% | 75% | + 16.7% |
| merge_conflicts | 75% | 58.3% | -16.7% |
| reflog | 100% | 83.3% | -16.7% |
| worktree_usage | 91.7% | 75% | -16.7% |
| cherry_pick | 66.7% | 83.3% | + 16.7% |
| git_log_format | 91.7% | 83.3% | -8.3% |
| blame_forensics | 75% | 83.3% | + 8.3% |
| git_show | 100% | 91.7% | -8.3% |
| submodule_usage | 75% | 83.3% | + 8.3% |
| tag_management | 100% | 91.7% | -8.3% |
| commit_messages | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_grep | 91.7% | 91.7% | + 0% |
| rebase | 75% | 75% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
Changed Fixtures (34)
f005 +gain f001 -loss f003 -loss f001 +gain f006 +gain f001 +gain f002 +gain f003 +gain f004 +gain f006 +gain f007 +gain f008 +gain f009 +gain f010 +gain f011 +gain f012 +gain f003 +gain f011 +gain f012 -loss f002 -loss f004 -loss f006 +gain f010 -loss f011 -loss f006 +gain f010 -loss f005 -loss f007 -loss f003 +gain f006 -loss f008 +gain f008 -loss f002 -loss f011 -loss
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
219
Input
9
Total output
0
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
196
Input
8
Total output
0
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
220
Input
10
Total output
0
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
164
Input
9
Total output
0
Reasoning within output
blame_forensics f005
0%
Failed
Tokens
225
Input
8
Total output
0
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
206
Input
7
Total output
0
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
181
Input
8
Total output
0
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
202
Input
8
Total output
0
Reasoning within output
blame_forensics f009
0%
Failed
Tokens
173
Input
9
Total output
0
Reasoning within output
blame_forensics f010
0%
Failed
Tokens
360
Input
8
Total output
0
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
201
Input
7
Total output
0
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
127
Input
9
Total output
0
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
97
Input
8
Total output
0
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
110
Input
9
Total output
0
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
87
Input
5
Total output
0
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
121
Input
9
Total output
0
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
104
Input
7
Total output
0
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
119
Input
11
Total output
0
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
98
Input
9
Total output
0
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
118
Input
13
Total output
0
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
76
Input
5
Total output
0
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
113
Input
9
Total output
0
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
66
Input
5
Total output
0
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
150
Input
15
Total output
0
Reasoning within output
cherry_pick f001
0%
Failed
Tokens
90
Input
8
Total output
0
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
110
Input
11
Total output
0
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
85
Input
8
Total output
0
Reasoning within output
cherry_pick f004
100%
Passed
Tokens
139
Input
25
Total output
0
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
143
Input
20
Total output
0
Reasoning within output
cherry_pick f006
0%
Failed
Tokens
127
Input
16
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
103
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
156
Input
25
Total output
0
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
254
Input
52
Total output
0
Reasoning within output
commit_messages f001
86.7%
Passed
Tokens
101
Input
12
Total output
0
Reasoning within output
commit_messages f002
87%
Passed
Tokens
195
Input
13
Total output
0
Reasoning within output
commit_messages f003
94.7%
Passed
Tokens
80
Input
12
Total output
0
Reasoning within output
commit_messages f004
92%
Passed
Tokens
108
Input
7
Total output
0
Reasoning within output
commit_messages f005
91%
Passed
Tokens
96
Input
8
Total output
0
Reasoning within output
commit_messages f006
94.3%
Passed
Tokens
131
Input
10
Total output
0
Reasoning within output
commit_messages f007
82.7%
Passed
Tokens
173
Input
11
Total output
0
Reasoning within output
commit_messages f008
89.3%
Passed
Tokens
68
Input
11
Total output
0
Reasoning within output
commit_messages f009
87.7%
Passed
Tokens
120
Input
13
Total output
0
Reasoning within output
commit_messages f010
76%
Passed
Tokens
256
Input
14
Total output
0
Reasoning within output
commit_messages f011
68.7%
Passed
Tokens
138
Input
13
Total output
0
Reasoning within output
commit_messages f012
89%
Passed
Tokens
121
Input
9
Total output
0
Reasoning within output
commit_squash f001
0%
Failed
Tokens
130
Input
23
Total output
0
Reasoning within output
commit_squash f002
0%
Failed
Tokens
111
Input
17
Total output
0
Reasoning within output
commit_squash f003
0%
Failed
Tokens
124
Input
25
Total output
0
Reasoning within output
commit_squash f004
0%
Failed
Tokens
113
Input
35
Total output
0
Reasoning within output
commit_squash f005
100%
Passed
Tokens
108
Input
11
Total output
0
Reasoning within output
commit_squash f006
0%
Failed
Tokens
93
Input
23
Total output
0
Reasoning within output
commit_squash f007
0%
Failed
Tokens
96
Input
24
Total output
0
Reasoning within output
commit_squash f008
0%
Failed
Tokens
113
Input
27
Total output
0
Reasoning within output
commit_squash f009
0%
Failed
Tokens
103
Input
22
Total output
0
Reasoning within output
commit_squash f010
0%
Failed
Tokens
119
Input
29
Total output
0
Reasoning within output
commit_squash f011
0%
Failed
Tokens
127
Input
31
Total output
0
Reasoning within output
commit_squash f012
0%
Failed
Tokens
121
Input
37
Total output
0
Reasoning within output
git_bisect f001
100%
Passed
Tokens
162
Input
7
Total output
0
Reasoning within output
git_bisect f002
100%
Passed
Tokens
193
Input
12
Total output
0
Reasoning within output
git_bisect f003
100%
Passed
Tokens
185
Input
11
Total output
0
Reasoning within output
git_bisect f004
100%
Passed
Tokens
191
Input
8
Total output
0
Reasoning within output
git_bisect f005
100%
Passed
Tokens
187
Input
10
Total output
0
Reasoning within output
git_bisect f006
100%
Passed
Tokens
220
Input
10
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
189
Input
10
Total output
0
Reasoning within output
git_bisect f008
100%
Passed
Tokens
191
Input
8
Total output
0
Reasoning within output
git_bisect f009
100%
Passed
Tokens
185
Input
8
Total output
0
Reasoning within output
git_bisect f010
100%
Passed
Tokens
189
Input
10
Total output
0
Reasoning within output
git_bisect f011
100%
Passed
Tokens
195
Input
8
Total output
0
Reasoning within output
git_bisect f012
100%
Passed
Tokens
214
Input
8
Total output
0
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
33.3%
Failed
Tokens
54
Input
14
Total output
0
Reasoning within output
git_clean f004
33.3%
Failed
Tokens
54
Input
19
Total output
0
Reasoning within output
git_clean f005
75%
Failed
Tokens
46
Input
18
Total output
0
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
19
Total output
0
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
13
Total output
0
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
11
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
14
Total output
0
Reasoning within output
git_clean f011
40%
Failed
Tokens
58
Input
12
Total output
0
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
7
Total output
0
Reasoning within output
git_grep f002
100%
Passed
Tokens
62
Input
5
Total output
0
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
5
Total output
0
Reasoning within output
git_grep f006
100%
Passed
Tokens
39
Input
5
Total output
0
Reasoning within output
git_grep f007
0%
Failed
Tokens
154
Input
5
Total output
0
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
5
Total output
0
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
708
Input
5
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
679
Input
11
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
551
Input
13
Total output
0
Reasoning within output
git_log_format f004
0%
Failed
Tokens
678
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
5
Total output
0
Reasoning within output
git_log_format f007
100%
Passed
Tokens
716
Input
9
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
925
Input
5
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
566
Input
5
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,028
Input
5
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
350
Input
6
Total output
0
Reasoning within output
git_log_format f012
100%
Passed
Tokens
313
Input
5
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
163
Input
7
Total output
0
Reasoning within output
git_show f002
100%
Passed
Tokens
162
Input
6
Total output
0
Reasoning within output
git_show f003
100%
Passed
Tokens
549
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
166
Input
6
Total output
0
Reasoning within output
git_show f006
100%
Passed
Tokens
180
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
179
Input
28
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
258
Input
5
Total output
0
Reasoning within output
git_show f010
100%
Passed
Tokens
170
Input
5
Total output
0
Reasoning within output
git_show f011
100%
Passed
Tokens
195
Input
6
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
288
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
100%
Passed
Tokens
126
Input
25
Total output
0
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
131
Input
20
Total output
0
Reasoning within output
merge_conflicts f006
0%
Failed
Tokens
115
Input
16
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
9
Total output
0
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
169
Input
28
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
90
Input
8
Total output
0
Reasoning within output
rebase f002
100%
Passed
Tokens
118
Input
11
Total output
0
Reasoning within output
rebase f003
100%
Passed
Tokens
97
Input
7
Total output
0
Reasoning within output
rebase f004
100%
Passed
Tokens
138
Input
25
Total output
0
Reasoning within output
rebase f005
100%
Passed
Tokens
135
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
120
Input
12
Total output
0
Reasoning within output
rebase f008
100%
Passed
Tokens
114
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
192
Input
28
Total output
0
Reasoning within output
rebase f011
100%
Passed
Tokens
146
Input
25
Total output
0
Reasoning within output
rebase f012
0%
Failed
Tokens
252
Input
52
Total output
0
Reasoning within output
reflog f001
100%
Passed
Tokens
206
Input
27
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
197
Input
55
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
179
Input
60
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
282
Input
194
Total output
0
Reasoning within output
reflog f005
100%
Passed
Tokens
321
Input
83
Total output
0
Reasoning within output
reflog f006
100%
Passed
Tokens
213
Input
94
Total output
0
Reasoning within output
reflog f007
100%
Passed
Tokens
239
Input
148
Total output
0
Reasoning within output
reflog f008
100%
Passed
Tokens
333
Input
55
Total output
0
Reasoning within output
reflog f009
100%
Passed
Tokens
281
Input
79
Total output
0
Reasoning within output
reflog f010
100%
Passed
Tokens
228
Input
60
Total output
0
Reasoning within output
reflog f011
100%
Passed
Tokens
261
Input
68
Total output
0
Reasoning within output
reflog f012
100%
Passed
Tokens
270
Input
154
Total output
0
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
126
Input
23
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
267
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
27
Total output
0
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
121
Input
22
Total output
0
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
34
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
191
Input
23
Total output
0
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
34
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
26
Total output
0
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
33
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
108
Input
19
Total output
0
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
32
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
86
Input
38
Total output
0
Reasoning within output
submodule_usage f003
25%
Failed
Tokens
93
Input
93
Total output
0
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
81
Input
10
Total output
0
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
36
Total output
0
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
76
Input
8
Total output
0
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
50
Input
23
Total output
0
Reasoning within output
submodule_usage f008
66.7%
Failed
Tokens
83
Input
14
Total output
0
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
79
Input
10
Total output
0
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
90
Input
12
Total output
0
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
91
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
56
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
26
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
66
Input
8
Total output
0
Reasoning within output
tag_management f005
100%
Passed
Tokens
78
Input
12
Total output
0
Reasoning within output
tag_management f006
100%
Passed
Tokens
59
Input
16
Total output
0
Reasoning within output
tag_management f007
100%
Passed
Tokens
62
Input
40
Total output
0
Reasoning within output
tag_management f008
100%
Passed
Tokens
67
Input
28
Total output
0
Reasoning within output
tag_management f009
100%
Passed
Tokens
69
Input
21
Total output
0
Reasoning within output
tag_management f010
100%
Passed
Tokens
46
Input
11
Total output
0
Reasoning within output
tag_management f011
100%
Passed
Tokens
43
Input
9
Total output
0
Reasoning within output
tag_management f012
100%
Passed
Tokens
76
Input
18
Total output
0
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
122
Input
13
Total output
0
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
133
Input
69
Total output
0
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
182
Input
14
Total output
0
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
176
Input
11
Total output
0
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
114
Input
16
Total output
0
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
120
Input
18
Total output
0
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
123
Input
23
Total output
0
Reasoning within output
worktree_usage f008
100%
Passed
Tokens
138
Input
53
Total output
0
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
211
Input
59
Total output
0
Reasoning within output
worktree_usage f010
0%
Failed
Tokens
184
Input
21
Total output
0
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
179
Input
18
Total output
0
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
114
Input
17
Total output
0
Reasoning within output