Openai / gpt-5.4
none
91.7%
187 / 204 fixtures · 1 run(s)
34,214 input / 3,763 total output / 0 reasoning within output tokens $0.14198000
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-1.5%
Text: 91.7% →
JSON: 90.2%
+6
Gained
JSON pass / text fail
−9
Lost
Text pass / JSON fail
178
Unchanged Pass
Both pass
11
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 100% | 75% | -25% |
| commit_squash | 91.7% | 83.3% | -8.3% |
| git_grep | 83.3% | 91.7% | + 8.3% |
| submodule_usage | 83.3% | 91.7% | + 8.3% |
| blame_forensics | 100% | 91.7% | -8.3% |
| cherry_pick | 83.3% | 75% | -8.3% |
| git_clean | 100% | 91.7% | -8.3% |
| git_show | 91.7% | 100% | + 8.3% |
| worktree_usage | 66.7% | 75% | + 8.3% |
| commit_messages | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_log_format | 100% | 100% | + 0% |
| merge_conflicts | 83.3% | 83.3% | + 0% |
| rebase | 83.3% | 83.3% | + 0% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| tag_management | 91.7% | 91.7% | + 0% |
Changed Fixtures (15)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
214
Input
9
Total output
0
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
198
Input
8
Total output
0
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
225
Input
10
Total output
0
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
162
Input
9
Total output
0
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
223
Input
7
Total output
0
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
200
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
210
Input
8
Total output
0
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
167
Input
8
Total output
0
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
358
Input
7
Total output
0
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
210
Input
7
Total output
0
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
126
Input
9
Total output
0
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
100
Input
8
Total output
0
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
109
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
123
Input
9
Total output
0
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
101
Input
7
Total output
0
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
117
Input
11
Total output
0
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
95
Input
9
Total output
0
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
116
Input
13
Total output
0
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
77
Input
5
Total output
0
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
110
Input
9
Total output
0
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
65
Input
5
Total output
0
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
146
Input
15
Total output
0
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
88
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
0%
Failed
Tokens
137
Input
23
Total output
0
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
144
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
121
Input
10
Total output
0
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
102
Input
9
Total output
0
Reasoning within output
cherry_pick f010
100%
Passed
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
252
Input
52
Total output
0
Reasoning within output
commit_messages f001
87%
Passed
Tokens
101
Input
12
Total output
0
Reasoning within output
commit_messages f002
89.7%
Passed
Tokens
195
Input
12
Total output
0
Reasoning within output
commit_messages f003
91.7%
Passed
Tokens
80
Input
12
Total output
0
Reasoning within output
commit_messages f004
91.7%
Passed
Tokens
108
Input
8
Total output
0
Reasoning within output
commit_messages f005
90%
Passed
Tokens
96
Input
8
Total output
0
Reasoning within output
commit_messages f006
92.7%
Passed
Tokens
131
Input
10
Total output
0
Reasoning within output
commit_messages f007
84.7%
Passed
Tokens
173
Input
11
Total output
0
Reasoning within output
commit_messages f008
91.7%
Passed
Tokens
68
Input
8
Total output
0
Reasoning within output
commit_messages f009
84.3%
Passed
Tokens
120
Input
11
Total output
0
Reasoning within output
commit_messages f010
92%
Passed
Tokens
256
Input
10
Total output
0
Reasoning within output
commit_messages f011
82.7%
Passed
Tokens
138
Input
12
Total output
0
Reasoning within output
commit_messages f012
90%
Passed
Tokens
121
Input
9
Total output
0
Reasoning within output
commit_squash f001
100%
Passed
Tokens
131
Input
16
Total output
0
Reasoning within output
commit_squash f002
100%
Passed
Tokens
110
Input
12
Total output
0
Reasoning within output
commit_squash f003
100%
Passed
Tokens
120
Input
16
Total output
0
Reasoning within output
commit_squash f004
100%
Passed
Tokens
112
Input
15
Total output
0
Reasoning within output
commit_squash f005
50%
Failed
Tokens
105
Input
7
Total output
0
Reasoning within output
commit_squash f006
100%
Passed
Tokens
95
Input
15
Total output
0
Reasoning within output
commit_squash f007
100%
Passed
Tokens
97
Input
16
Total output
0
Reasoning within output
commit_squash f008
100%
Passed
Tokens
113
Input
16
Total output
0
Reasoning within output
commit_squash f009
100%
Passed
Tokens
100
Input
15
Total output
0
Reasoning within output
commit_squash f010
100%
Passed
Tokens
115
Input
19
Total output
0
Reasoning within output
commit_squash f011
100%
Passed
Tokens
126
Input
19
Total output
0
Reasoning within output
commit_squash f012
100%
Passed
Tokens
119
Input
24
Total output
0
Reasoning within output
git_bisect f001
100%
Passed
Tokens
168
Input
7
Total output
0
Reasoning within output
git_bisect f002
100%
Passed
Tokens
187
Input
8
Total output
0
Reasoning within output
git_bisect f003
100%
Passed
Tokens
189
Input
9
Total output
0
Reasoning within output
git_bisect f004
100%
Passed
Tokens
189
Input
8
Total output
0
Reasoning within output
git_bisect f005
100%
Passed
Tokens
195
Input
10
Total output
0
Reasoning within output
git_bisect f006
100%
Passed
Tokens
214
Input
7
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
185
Input
8
Total output
0
Reasoning within output
git_bisect f008
100%
Passed
Tokens
195
Input
9
Total output
0
Reasoning within output
git_bisect f009
100%
Passed
Tokens
193
Input
8
Total output
0
Reasoning within output
git_bisect f010
100%
Passed
Tokens
193
Input
9
Total output
0
Reasoning within output
git_bisect f011
100%
Passed
Tokens
191
Input
7
Total output
0
Reasoning within output
git_bisect f012
100%
Passed
Tokens
218
Input
9
Total output
0
Reasoning within output
git_clean f001
100%
Passed
Tokens
46
Input
12
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
100%
Passed
Tokens
54
Input
9
Total output
0
Reasoning within output
git_clean f005
100%
Passed
Tokens
46
Input
17
Total output
0
Reasoning within output
git_clean f006
100%
Passed
Tokens
69
Input
11
Total output
0
Reasoning within output
git_clean f007
100%
Passed
Tokens
61
Input
17
Total output
0
Reasoning within output
git_clean f008
100%
Passed
Tokens
68
Input
8
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
9
Total output
0
Reasoning within output
git_clean f012
100%
Passed
Tokens
60
Input
20
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
60
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
0%
Failed
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
683
Input
5
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
695
Input
11
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
540
Input
13
Total output
0
Reasoning within output
git_log_format f004
100%
Passed
Tokens
691
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
710
Input
9
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
920
Input
5
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
554
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
357
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
170
Input
7
Total output
0
Reasoning within output
git_show f002
0%
Failed
Tokens
164
Input
35
Total output
0
Reasoning within output
git_show f003
100%
Passed
Tokens
561
Input
10
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
395
Input
10
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
172
Input
6
Total output
0
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
178
Input
28
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
259
Input
5
Total output
0
Reasoning within output
git_show f010
100%
Passed
Tokens
165
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
287
Input
5
Total output
0
Reasoning within output
merge_conflicts f001
100%
Passed
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
0%
Failed
Tokens
75
Input
10
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
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
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
100%
Passed
Tokens
89
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
0%
Failed
Tokens
136
Input
23
Total output
0
Reasoning within output
rebase f005
100%
Passed
Tokens
135
Input
17
Total output
0
Reasoning within output
rebase f006
100%
Passed
Tokens
126
Input
23
Total output
0
Reasoning within output
rebase f007
100%
Passed
Tokens
121
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
194
Input
28
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
250
Input
52
Total output
0
Reasoning within output
reflog f001
100%
Passed
Tokens
204
Input
30
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
195
Input
26
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
172
Input
60
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
276
Input
133
Total output
0
Reasoning within output
reflog f005
100%
Passed
Tokens
319
Input
44
Total output
0
Reasoning within output
reflog f006
100%
Passed
Tokens
208
Input
119
Total output
0
Reasoning within output
reflog f007
100%
Passed
Tokens
248
Input
48
Total output
0
Reasoning within output
reflog f008
100%
Passed
Tokens
320
Input
42
Total output
0
Reasoning within output
reflog f009
100%
Passed
Tokens
277
Input
114
Total output
0
Reasoning within output
reflog f010
100%
Passed
Tokens
235
Input
19
Total output
0
Reasoning within output
reflog f011
100%
Passed
Tokens
280
Input
88
Total output
0
Reasoning within output
reflog f012
100%
Passed
Tokens
300
Input
166
Total output
0
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
124
Input
9
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
270
Input
17
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
112
Input
17
Total output
0
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
110
Input
15
Total output
0
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
119
Input
15
Total output
0
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
167
Input
15
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
193
Input
15
Total output
0
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
161
Input
9
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
193
Input
35
Total output
0
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
119
Input
15
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
109
Input
10
Total output
0
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
124
Input
15
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
13
Total output
0
Reasoning within output
submodule_usage f003
75%
Failed
Tokens
93
Input
72
Total output
0
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
78
Input
10
Total output
0
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
49
Input
31
Total output
0
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
80
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
100%
Passed
Tokens
85
Input
10
Total output
0
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
80
Input
10
Total output
0
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
87
Input
11
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
10
Total output
0
Reasoning within output
tag_management f002
100%
Passed
Tokens
53
Input
22
Total output
0
Reasoning within output
tag_management f003
100%
Passed
Tokens
58
Input
13
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
65
Input
6
Total output
0
Reasoning within output
tag_management f005
100%
Passed
Tokens
75
Input
12
Total output
0
Reasoning within output
tag_management f006
100%
Passed
Tokens
61
Input
26
Total output
0
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
60
Input
53
Total output
0
Reasoning within output
tag_management f008
100%
Passed
Tokens
66
Input
35
Total output
0
Reasoning within output
tag_management f009
100%
Passed
Tokens
68
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
45
Input
9
Total output
0
Reasoning within output
tag_management f012
100%
Passed
Tokens
79
Input
14
Total output
0
Reasoning within output
worktree_usage f001
25%
Failed
Tokens
125
Input
61
Total output
0
Reasoning within output
worktree_usage f002
0%
Failed
Tokens
129
Input
29
Total output
0
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
185
Input
12
Total output
0
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
179
Input
8
Total output
0
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
116
Input
16
Total output
0
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
117
Input
18
Total output
0
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
120
Input
119
Total output
0
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
140
Input
182
Total output
0
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
214
Input
8
Total output
0
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
185
Input
19
Total output
0
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
184
Input
12
Total output
0
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
119
Input
17
Total output
0
Reasoning within output