Qwen / qwen3.7-plus
none
93.1%
190 / 204 fixtures · 1 run(s)
41,688 input / 6,604 total output / 0 reasoning within output tokens $0.02179328
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-93.1%
Text: 93.1% →
JSON: 0%
+0
Gained
JSON pass / text fail
−190
Lost
Text pass / JSON fail
0
Unchanged Pass
Both pass
14
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| blame_forensics | 100% | 0% | -100% |
| branch_cleanup | 100% | 0% | -100% |
| commit_messages | 100% | 0% | -100% |
| git_bisect | 100% | 0% | -100% |
| git_log_format | 100% | 0% | -100% |
| reflog | 100% | 0% | -100% |
| stash_recovery | 100% | 0% | -100% |
| commit_squash | 91.7% | 0% | -91.7% |
| git_grep | 91.7% | 0% | -91.7% |
| git_show | 91.7% | 0% | -91.7% |
| rebase | 91.7% | 0% | -91.7% |
| submodule_usage | 91.7% | 0% | -91.7% |
| tag_management | 91.7% | 0% | -91.7% |
| worktree_usage | 91.7% | 0% | -91.7% |
| cherry_pick | 83.3% | 0% | -83.3% |
| merge_conflicts | 83.3% | 0% | -83.3% |
| git_clean | 75% | 0% | -75% |
Changed Fixtures (190)
f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f002 -loss f003 -loss f004 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f012 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f002 -loss f004 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f002 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f009 -loss f010 -loss f011 -loss f012 -loss
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
259
Input
5
Total output
0
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
257
Input
4
Total output
0
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
291
Input
6
Total output
0
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
204
Input
5
Total output
0
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
272
Input
3
Total output
0
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
250
Input
3
Total output
0
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
228
Input
5
Total output
0
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
266
Input
4
Total output
0
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
217
Input
4
Total output
0
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
454
Input
3
Total output
0
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
264
Input
3
Total output
0
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
153
Input
5
Total output
0
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
115
Input
3
Total output
0
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
124
Input
5
Total output
0
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
103
Input
1
Total output
0
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
141
Input
5
Total output
0
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
115
Input
3
Total output
0
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
139
Input
9
Total output
0
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
117
Input
5
Total output
0
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
136
Input
9
Total output
0
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
92
Input
1
Total output
0
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
127
Input
5
Total output
0
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
78
Input
1
Total output
0
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
168
Input
10
Total output
0
Reasoning within output
cherry_pick f001
0%
Failed
Tokens
100
Input
4
Total output
0
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
121
Input
7
Total output
0
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
95
Input
4
Total output
0
Reasoning within output
cherry_pick f004
100%
Passed
Tokens
166
Input
25
Total output
0
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
156
Input
18
Total output
0
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
150
Input
22
Total output
0
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
139
Input
10
Total output
0
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
128
Input
6
Total output
0
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
113
Input
5
Total output
0
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
228
Input
28
Total output
0
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
174
Input
24
Total output
0
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
283
Input
43
Total output
0
Reasoning within output
commit_messages f001
79.3%
Passed
Tokens
119
Input
9
Total output
0
Reasoning within output
commit_messages f002
87.7%
Passed
Tokens
235
Input
9
Total output
0
Reasoning within output
commit_messages f003
91%
Passed
Tokens
90
Input
8
Total output
0
Reasoning within output
commit_messages f004
91.7%
Passed
Tokens
127
Input
3
Total output
0
Reasoning within output
commit_messages f005
87.7%
Passed
Tokens
111
Input
6
Total output
0
Reasoning within output
commit_messages f006
91.7%
Passed
Tokens
158
Input
7
Total output
0
Reasoning within output
commit_messages f007
91.3%
Passed
Tokens
199
Input
6
Total output
0
Reasoning within output
commit_messages f008
91.3%
Passed
Tokens
83
Input
4
Total output
0
Reasoning within output
commit_messages f009
86.7%
Passed
Tokens
137
Input
7
Total output
0
Reasoning within output
commit_messages f010
93%
Passed
Tokens
307
Input
7
Total output
0
Reasoning within output
commit_messages f011
56.7%
Passed
Tokens
156
Input
11
Total output
0
Reasoning within output
commit_messages f012
91.7%
Passed
Tokens
137
Input
5
Total output
0
Reasoning within output
commit_squash f001
0%
Failed
Tokens
148
Input
25
Total output
0
Reasoning within output
commit_squash f002
100%
Passed
Tokens
126
Input
8
Total output
0
Reasoning within output
commit_squash f003
100%
Passed
Tokens
138
Input
12
Total output
0
Reasoning within output
commit_squash f004
100%
Passed
Tokens
123
Input
11
Total output
0
Reasoning within output
commit_squash f005
100%
Passed
Tokens
122
Input
7
Total output
0
Reasoning within output
commit_squash f006
100%
Passed
Tokens
107
Input
11
Total output
0
Reasoning within output
commit_squash f007
100%
Passed
Tokens
110
Input
12
Total output
0
Reasoning within output
commit_squash f008
100%
Passed
Tokens
123
Input
12
Total output
0
Reasoning within output
commit_squash f009
100%
Passed
Tokens
115
Input
11
Total output
0
Reasoning within output
commit_squash f010
100%
Passed
Tokens
130
Input
15
Total output
0
Reasoning within output
commit_squash f011
100%
Passed
Tokens
138
Input
15
Total output
0
Reasoning within output
commit_squash f012
100%
Passed
Tokens
141
Input
20
Total output
0
Reasoning within output
git_bisect f001
100%
Passed
Tokens
194
Input
7
Total output
0
Reasoning within output
git_bisect f002
100%
Passed
Tokens
222
Input
5
Total output
0
Reasoning within output
git_bisect f003
100%
Passed
Tokens
220
Input
6
Total output
0
Reasoning within output
git_bisect f004
100%
Passed
Tokens
220
Input
5
Total output
0
Reasoning within output
git_bisect f005
100%
Passed
Tokens
222
Input
7
Total output
0
Reasoning within output
git_bisect f006
100%
Passed
Tokens
248
Input
5
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
222
Input
7
Total output
0
Reasoning within output
git_bisect f008
100%
Passed
Tokens
222
Input
6
Total output
0
Reasoning within output
git_bisect f009
100%
Passed
Tokens
222
Input
7
Total output
0
Reasoning within output
git_bisect f010
100%
Passed
Tokens
224
Input
6
Total output
0
Reasoning within output
git_bisect f011
100%
Passed
Tokens
224
Input
6
Total output
0
Reasoning within output
git_bisect f012
100%
Passed
Tokens
248
Input
7
Total output
0
Reasoning within output
git_clean f001
50%
Failed
Tokens
57
Input
5
Total output
0
Reasoning within output
git_clean f002
100%
Passed
Tokens
68
Input
4
Total output
0
Reasoning within output
git_clean f003
100%
Passed
Tokens
67
Input
4
Total output
0
Reasoning within output
git_clean f004
100%
Passed
Tokens
64
Input
5
Total output
0
Reasoning within output
git_clean f005
75%
Failed
Tokens
56
Input
5
Total output
0
Reasoning within output
git_clean f006
100%
Passed
Tokens
81
Input
6
Total output
0
Reasoning within output
git_clean f007
100%
Passed
Tokens
72
Input
8
Total output
0
Reasoning within output
git_clean f008
100%
Passed
Tokens
84
Input
4
Total output
0
Reasoning within output
git_clean f009
100%
Passed
Tokens
75
Input
7
Total output
0
Reasoning within output
git_clean f010
100%
Passed
Tokens
70
Input
4
Total output
0
Reasoning within output
git_clean f011
80%
Failed
Tokens
68
Input
5
Total output
0
Reasoning within output
git_clean f012
100%
Passed
Tokens
70
Input
7
Total output
0
Reasoning within output
git_grep f001
100%
Passed
Tokens
56
Input
3
Total output
0
Reasoning within output
git_grep f002
100%
Passed
Tokens
71
Input
1
Total output
0
Reasoning within output
git_grep f003
100%
Passed
Tokens
91
Input
1
Total output
0
Reasoning within output
git_grep f004
100%
Passed
Tokens
80
Input
5
Total output
0
Reasoning within output
git_grep f005
100%
Passed
Tokens
121
Input
1
Total output
0
Reasoning within output
git_grep f006
100%
Passed
Tokens
45
Input
1
Total output
0
Reasoning within output
git_grep f007
0%
Failed
Tokens
173
Input
2
Total output
0
Reasoning within output
git_grep f008
100%
Passed
Tokens
62
Input
1
Total output
0
Reasoning within output
git_grep f009
100%
Passed
Tokens
58
Input
3
Total output
0
Reasoning within output
git_grep f010
100%
Passed
Tokens
68
Input
1
Total output
0
Reasoning within output
git_grep f011
100%
Passed
Tokens
116
Input
1
Total output
0
Reasoning within output
git_grep f012
100%
Passed
Tokens
69
Input
8
Total output
0
Reasoning within output
git_log_format f001
100%
Passed
Tokens
917
Input
1
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
907
Input
7
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
738
Input
9
Total output
0
Reasoning within output
git_log_format f004
100%
Passed
Tokens
904
Input
1
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
741
Input
5
Total output
0
Reasoning within output
git_log_format f006
100%
Passed
Tokens
915
Input
1
Total output
0
Reasoning within output
git_log_format f007
100%
Passed
Tokens
911
Input
7
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
1,224
Input
1
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
738
Input
1
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,392
Input
1
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
444
Input
2
Total output
0
Reasoning within output
git_log_format f012
100%
Passed
Tokens
407
Input
1
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
202
Input
3
Total output
0
Reasoning within output
git_show f002
0%
Failed
Tokens
204
Input
2
Total output
0
Reasoning within output
git_show f003
100%
Passed
Tokens
683
Input
6
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
478
Input
6
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
210
Input
2
Total output
0
Reasoning within output
git_show f006
100%
Passed
Tokens
215
Input
1
Total output
0
Reasoning within output
git_show f007
100%
Passed
Tokens
206
Input
4
Total output
0
Reasoning within output
git_show f008
100%
Passed
Tokens
212
Input
35
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
323
Input
1
Total output
0
Reasoning within output
git_show f010
100%
Passed
Tokens
204
Input
1
Total output
0
Reasoning within output
git_show f011
100%
Passed
Tokens
231
Input
2
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
349
Input
1
Total output
0
Reasoning within output
merge_conflicts f001
0%
Failed
Tokens
90
Input
4
Total output
0
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
108
Input
7
Total output
0
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
83
Input
4
Total output
0
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
150
Input
25
Total output
0
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
142
Input
23
Total output
0
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
134
Input
22
Total output
0
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
138
Input
10
Total output
0
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
110
Input
6
Total output
0
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
107
Input
5
Total output
0
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
187
Input
28
Total output
0
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
151
Input
24
Total output
0
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
242
Input
53
Total output
0
Reasoning within output
rebase f001
100%
Passed
Tokens
104
Input
4
Total output
0
Reasoning within output
rebase f002
100%
Passed
Tokens
130
Input
7
Total output
0
Reasoning within output
rebase f003
100%
Passed
Tokens
109
Input
3
Total output
0
Reasoning within output
rebase f004
100%
Passed
Tokens
164
Input
25
Total output
0
Reasoning within output
rebase f005
100%
Passed
Tokens
150
Input
20
Total output
0
Reasoning within output
rebase f006
100%
Passed
Tokens
150
Input
22
Total output
0
Reasoning within output
rebase f007
100%
Passed
Tokens
142
Input
10
Total output
0
Reasoning within output
rebase f008
100%
Passed
Tokens
126
Input
6
Total output
0
Reasoning within output
rebase f009
100%
Passed
Tokens
108
Input
5
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
216
Input
28
Total output
0
Reasoning within output
rebase f011
100%
Passed
Tokens
162
Input
24
Total output
0
Reasoning within output
rebase f012
0%
Failed
Tokens
277
Input
53
Total output
0
Reasoning within output
reflog f001
100%
Passed
Tokens
261
Input
34
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
248
Input
235
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
224
Input
156
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
356
Input
548
Total output
0
Reasoning within output
reflog f005
100%
Passed
Tokens
413
Input
303
Total output
0
Reasoning within output
reflog f006
100%
Passed
Tokens
275
Input
215
Total output
0
Reasoning within output
reflog f007
100%
Passed
Tokens
308
Input
401
Total output
0
Reasoning within output
reflog f008
100%
Passed
Tokens
393
Input
324
Total output
0
Reasoning within output
reflog f009
100%
Passed
Tokens
357
Input
130
Total output
0
Reasoning within output
reflog f010
100%
Passed
Tokens
302
Input
273
Total output
0
Reasoning within output
reflog f011
100%
Passed
Tokens
353
Input
745
Total output
0
Reasoning within output
reflog f012
100%
Passed
Tokens
358
Input
588
Total output
0
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
142
Input
21
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
313
Input
201
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
131
Input
44
Total output
0
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
126
Input
44
Total output
0
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
138
Input
62
Total output
0
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
190
Input
97
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
223
Input
77
Total output
0
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
188
Input
54
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
218
Input
69
Total output
0
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
135
Input
27
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
127
Input
111
Total output
0
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
141
Input
53
Total output
0
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
48
Input
8
Total output
0
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
104
Input
9
Total output
0
Reasoning within output
submodule_usage f003
75%
Failed
Tokens
113
Input
47
Total output
0
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
99
Input
3
Total output
0
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
55
Input
30
Total output
0
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
102
Input
3
Total output
0
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
55
Input
17
Total output
0
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
104
Input
5
Total output
0
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
100
Input
3
Total output
0
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
110
Input
6
Total output
0
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
114
Input
4
Total output
0
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
53
Input
12
Total output
0
Reasoning within output
tag_management f001
100%
Passed
Tokens
66
Input
6
Total output
0
Reasoning within output
tag_management f002
100%
Passed
Tokens
63
Input
17
Total output
0
Reasoning within output
tag_management f003
100%
Passed
Tokens
71
Input
9
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
75
Input
2
Total output
0
Reasoning within output
tag_management f005
100%
Passed
Tokens
92
Input
7
Total output
0
Reasoning within output
tag_management f006
100%
Passed
Tokens
75
Input
19
Total output
0
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
70
Input
13
Total output
0
Reasoning within output
tag_management f008
100%
Passed
Tokens
74
Input
23
Total output
0
Reasoning within output
tag_management f009
100%
Passed
Tokens
78
Input
15
Total output
0
Reasoning within output
tag_management f010
100%
Passed
Tokens
56
Input
7
Total output
0
Reasoning within output
tag_management f011
100%
Passed
Tokens
59
Input
5
Total output
0
Reasoning within output
tag_management f012
100%
Passed
Tokens
100
Input
11
Total output
0
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
157
Input
9
Total output
0
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
159
Input
22
Total output
0
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
229
Input
8
Total output
0
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
226
Input
4
Total output
0
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
146
Input
11
Total output
0
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
145
Input
14
Total output
0
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
148
Input
131
Total output
0
Reasoning within output
worktree_usage f008
50%
Failed
Tokens
175
Input
43
Total output
0
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
263
Input
4
Total output
0
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
236
Input
15
Total output
0
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
233
Input
8
Total output
0
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
147
Input
13
Total output
0
Reasoning within output