Qwen / qwen3.8-max
medium
96.1%
196 / 204 fixtures · 1 run(s)
41,319 input / 53,410 total output / 42,860 reasoning within output tokens $0.40309800
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-13.7%
Text: 96.1% →
JSON: 82.4%
+2
Gained
JSON pass / text fail
−30
Lost
Text pass / JSON fail
166
Unchanged Pass
Both pass
6
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| commit_squash | 100% | 33.3% | -66.7% |
| git_clean | 100% | 66.7% | -33.3% |
| branch_cleanup | 100% | 75% | -25% |
| git_grep | 100% | 75% | -25% |
| submodule_usage | 100% | 75% | -25% |
| git_log_format | 100% | 83.3% | -16.7% |
| cherry_pick | 83.3% | 66.7% | -16.7% |
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| git_show | 100% | 91.7% | -8.3% |
| rebase | 75% | 83.3% | + 8.3% |
| reflog | 100% | 91.7% | -8.3% |
| tag_management | 100% | 91.7% | -8.3% |
| blame_forensics | 91.7% | 91.7% | + 0% |
| commit_messages | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| worktree_usage | 91.7% | 91.7% | + 0% |
Changed Fixtures (32)
f003 -loss f009 -loss f011 -loss f001 -loss f011 -loss f002 -loss f005 -loss f006 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f004 -loss f005 -loss f011 -loss f012 -loss f004 -loss f006 -loss f007 -loss f003 -loss f005 -loss f005 -loss f010 -loss f004 +gain f005 +gain f010 -loss f009 -loss f002 -loss f005 -loss f007 -loss f007 -loss
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
259
Input
380
Total output
370
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
253
Input
280
Total output
271
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
287
Input
144
Total output
133
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
208
Input
209
Total output
199
Reasoning within output
blame_forensics f005
0%
Failed
Tokens
272
Input
894
Total output
885
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
250
Input
539
Total output
531
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
223
Input
156
Total output
146
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
262
Input
239
Total output
230
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
213
Input
301
Total output
292
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
447
Input
241
Total output
233
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
262
Input
182
Total output
174
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
155
Input
260
Total output
250
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
110
Input
187
Total output
179
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
130
Input
174
Total output
164
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
103
Input
153
Total output
147
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
145
Input
109
Total output
99
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
115
Input
144
Total output
136
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
141
Input
160
Total output
146
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
115
Input
182
Total output
172
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
131
Input
179
Total output
165
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
87
Input
156
Total output
151
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
123
Input
163
Total output
153
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
77
Input
136
Total output
130
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
164
Input
127
Total output
112
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
101
Input
234
Total output
225
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
121
Input
236
Total output
224
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
93
Input
213
Total output
204
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
162
Input
705
Total output
677
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
154
Input
208
Total output
185
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
146
Input
240
Total output
209
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
137
Input
213
Total output
198
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
125
Input
110
Total output
99
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
110
Input
62
Total output
52
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
222
Input
289
Total output
256
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
170
Input
294
Total output
265
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
279
Input
626
Total output
570
Reasoning within output
commit_messages f001
84.7%
Passed
Tokens
117
Input
126
Total output
112
Reasoning within output
commit_messages f002
91%
Passed
Tokens
233
Input
157
Total output
148
Reasoning within output
commit_messages f003
93.3%
Passed
Tokens
88
Input
83
Total output
70
Reasoning within output
commit_messages f004
95.7%
Passed
Tokens
125
Input
110
Total output
102
Reasoning within output
commit_messages f005
88.3%
Passed
Tokens
109
Input
124
Total output
114
Reasoning within output
commit_messages f006
88.3%
Passed
Tokens
156
Input
159
Total output
149
Reasoning within output
commit_messages f007
91.7%
Passed
Tokens
197
Input
172
Total output
160
Reasoning within output
commit_messages f008
90%
Passed
Tokens
81
Input
149
Total output
140
Reasoning within output
commit_messages f009
86.7%
Passed
Tokens
135
Input
163
Total output
150
Reasoning within output
commit_messages f010
91.7%
Passed
Tokens
305
Input
222
Total output
210
Reasoning within output
commit_messages f011
61.7%
Passed
Tokens
154
Input
468
Total output
451
Reasoning within output
commit_messages f012
90%
Passed
Tokens
135
Input
123
Total output
113
Reasoning within output
commit_squash f001
100%
Passed
Tokens
145
Input
298
Total output
281
Reasoning within output
commit_squash f002
100%
Passed
Tokens
126
Input
202
Total output
189
Reasoning within output
commit_squash f003
100%
Passed
Tokens
138
Input
425
Total output
408
Reasoning within output
commit_squash f004
100%
Passed
Tokens
122
Input
207
Total output
191
Reasoning within output
commit_squash f005
100%
Passed
Tokens
121
Input
273
Total output
261
Reasoning within output
commit_squash f006
100%
Passed
Tokens
107
Input
208
Total output
192
Reasoning within output
commit_squash f007
100%
Passed
Tokens
112
Input
160
Total output
143
Reasoning within output
commit_squash f008
100%
Passed
Tokens
124
Input
194
Total output
177
Reasoning within output
commit_squash f009
100%
Passed
Tokens
116
Input
177
Total output
161
Reasoning within output
commit_squash f010
100%
Passed
Tokens
129
Input
181
Total output
161
Reasoning within output
commit_squash f011
100%
Passed
Tokens
139
Input
221
Total output
201
Reasoning within output
commit_squash f012
100%
Passed
Tokens
135
Input
196
Total output
171
Reasoning within output
git_bisect f001
100%
Passed
Tokens
190
Input
279
Total output
205
Reasoning within output
git_bisect f002
100%
Passed
Tokens
214
Input
266
Total output
152
Reasoning within output
git_bisect f003
100%
Passed
Tokens
218
Input
296
Total output
166
Reasoning within output
git_bisect f004
100%
Passed
Tokens
218
Input
409
Total output
254
Reasoning within output
git_bisect f005
100%
Passed
Tokens
218
Input
304
Total output
174
Reasoning within output
git_bisect f006
100%
Passed
Tokens
252
Input
243
Total output
153
Reasoning within output
git_bisect f007
100%
Passed
Tokens
220
Input
252
Total output
128
Reasoning within output
git_bisect f008
100%
Passed
Tokens
218
Input
348
Total output
210
Reasoning within output
git_bisect f009
100%
Passed
Tokens
220
Input
263
Total output
144
Reasoning within output
git_bisect f010
100%
Passed
Tokens
224
Input
346
Total output
163
Reasoning within output
git_bisect f011
100%
Passed
Tokens
226
Input
257
Total output
139
Reasoning within output
git_bisect f012
100%
Passed
Tokens
248
Input
229
Total output
143
Reasoning within output
git_clean f001
100%
Passed
Tokens
55
Input
165
Total output
153
Reasoning within output
git_clean f002
100%
Passed
Tokens
66
Input
86
Total output
77
Reasoning within output
git_clean f003
100%
Passed
Tokens
65
Input
88
Total output
79
Reasoning within output
git_clean f004
100%
Passed
Tokens
62
Input
171
Total output
161
Reasoning within output
git_clean f005
100%
Passed
Tokens
54
Input
177
Total output
168
Reasoning within output
git_clean f006
100%
Passed
Tokens
79
Input
151
Total output
140
Reasoning within output
git_clean f007
100%
Passed
Tokens
70
Input
128
Total output
115
Reasoning within output
git_clean f008
100%
Passed
Tokens
82
Input
155
Total output
146
Reasoning within output
git_clean f009
100%
Passed
Tokens
73
Input
122
Total output
110
Reasoning within output
git_clean f010
100%
Passed
Tokens
68
Input
159
Total output
150
Reasoning within output
git_clean f011
100%
Passed
Tokens
66
Input
156
Total output
146
Reasoning within output
git_clean f012
100%
Passed
Tokens
68
Input
242
Total output
230
Reasoning within output
git_grep f001
100%
Passed
Tokens
54
Input
63
Total output
55
Reasoning within output
git_grep f002
100%
Passed
Tokens
69
Input
88
Total output
82
Reasoning within output
git_grep f003
100%
Passed
Tokens
89
Input
84
Total output
78
Reasoning within output
git_grep f004
100%
Passed
Tokens
78
Input
85
Total output
75
Reasoning within output
git_grep f005
100%
Passed
Tokens
119
Input
139
Total output
134
Reasoning within output
git_grep f006
100%
Passed
Tokens
43
Input
181
Total output
175
Reasoning within output
git_grep f007
100%
Passed
Tokens
171
Input
189
Total output
182
Reasoning within output
git_grep f008
100%
Passed
Tokens
60
Input
74
Total output
68
Reasoning within output
git_grep f009
100%
Passed
Tokens
56
Input
51
Total output
43
Reasoning within output
git_grep f010
100%
Passed
Tokens
66
Input
64
Total output
58
Reasoning within output
git_grep f011
100%
Passed
Tokens
114
Input
116
Total output
111
Reasoning within output
git_grep f012
100%
Passed
Tokens
67
Input
105
Total output
92
Reasoning within output
git_log_format f001
100%
Passed
Tokens
900
Input
118
Total output
112
Reasoning within output
git_log_format f002
100%
Passed
Tokens
907
Input
124
Total output
112
Reasoning within output
git_log_format f003
100%
Passed
Tokens
727
Input
96
Total output
82
Reasoning within output
git_log_format f004
100%
Passed
Tokens
897
Input
79
Total output
74
Reasoning within output
git_log_format f005
100%
Passed
Tokens
739
Input
214
Total output
204
Reasoning within output
git_log_format f006
100%
Passed
Tokens
913
Input
189
Total output
184
Reasoning within output
git_log_format f007
100%
Passed
Tokens
933
Input
65
Total output
53
Reasoning within output
git_log_format f008
100%
Passed
Tokens
1,219
Input
132
Total output
126
Reasoning within output
git_log_format f009
100%
Passed
Tokens
751
Input
62
Total output
56
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,392
Input
88
Total output
82
Reasoning within output
git_log_format f011
100%
Passed
Tokens
427
Input
127
Total output
120
Reasoning within output
git_log_format f012
100%
Passed
Tokens
414
Input
73
Total output
67
Reasoning within output
git_show f001
100%
Passed
Tokens
200
Input
107
Total output
99
Reasoning within output
git_show f002
100%
Passed
Tokens
202
Input
375
Total output
368
Reasoning within output
git_show f003
100%
Passed
Tokens
689
Input
120
Total output
109
Reasoning within output
git_show f004
100%
Passed
Tokens
470
Input
81
Total output
70
Reasoning within output
git_show f005
100%
Passed
Tokens
200
Input
148
Total output
141
Reasoning within output
git_show f006
100%
Passed
Tokens
215
Input
72
Total output
66
Reasoning within output
git_show f007
100%
Passed
Tokens
204
Input
133
Total output
124
Reasoning within output
git_show f008
100%
Passed
Tokens
212
Input
116
Total output
74
Reasoning within output
git_show f009
100%
Passed
Tokens
319
Input
159
Total output
153
Reasoning within output
git_show f010
100%
Passed
Tokens
201
Input
77
Total output
72
Reasoning within output
git_show f011
100%
Passed
Tokens
228
Input
60
Total output
53
Reasoning within output
git_show f012
100%
Passed
Tokens
345
Input
89
Total output
83
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
88
Input
163
Total output
154
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
106
Input
169
Total output
157
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
81
Input
469
Total output
460
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
148
Input
472
Total output
442
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
140
Input
244
Total output
221
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
132
Input
334
Total output
307
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
136
Input
221
Total output
206
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
108
Input
104
Total output
93
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
105
Input
163
Total output
153
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
185
Input
309
Total output
276
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
149
Input
225
Total output
196
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
240
Input
746
Total output
690
Reasoning within output
rebase f001
100%
Passed
Tokens
101
Input
590
Total output
581
Reasoning within output
rebase f002
100%
Passed
Tokens
127
Input
137
Total output
125
Reasoning within output
rebase f003
100%
Passed
Tokens
107
Input
186
Total output
179
Reasoning within output
rebase f004
0%
Failed
Tokens
162
Input
1,601
Total output
1,573
Reasoning within output
rebase f005
0%
Failed
Tokens
148
Input
1,066
Total output
1,047
Reasoning within output
rebase f006
100%
Passed
Tokens
148
Input
730
Total output
699
Reasoning within output
rebase f007
100%
Passed
Tokens
140
Input
150
Total output
135
Reasoning within output
rebase f008
100%
Passed
Tokens
123
Input
119
Total output
108
Reasoning within output
rebase f009
100%
Passed
Tokens
105
Input
179
Total output
169
Reasoning within output
rebase f010
100%
Passed
Tokens
216
Input
573
Total output
540
Reasoning within output
rebase f011
100%
Passed
Tokens
161
Input
787
Total output
758
Reasoning within output
rebase f012
0%
Failed
Tokens
271
Input
1,040
Total output
984
Reasoning within output
reflog f001
100%
Passed
Tokens
252
Input
211
Total output
173
Reasoning within output
reflog f002
100%
Passed
Tokens
249
Input
792
Total output
416
Reasoning within output
reflog f003
100%
Passed
Tokens
215
Input
759
Total output
286
Reasoning within output
reflog f004
100%
Passed
Tokens
367
Input
1,383
Total output
872
Reasoning within output
reflog f005
100%
Passed
Tokens
436
Input
983
Total output
544
Reasoning within output
reflog f006
100%
Passed
Tokens
266
Input
829
Total output
353
Reasoning within output
reflog f007
100%
Passed
Tokens
294
Input
1,280
Total output
791
Reasoning within output
reflog f008
100%
Passed
Tokens
418
Input
1,101
Total output
612
Reasoning within output
reflog f009
100%
Passed
Tokens
345
Input
1,280
Total output
814
Reasoning within output
reflog f010
100%
Passed
Tokens
308
Input
743
Total output
339
Reasoning within output
reflog f011
100%
Passed
Tokens
345
Input
1,129
Total output
691
Reasoning within output
reflog f012
100%
Passed
Tokens
346
Input
1,146
Total output
593
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
142
Input
133
Total output
72
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
308
Input
484
Total output
251
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
129
Input
176
Total output
90
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
124
Input
147
Total output
81
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
135
Input
307
Total output
104
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
188
Input
209
Total output
89
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
215
Input
147
Total output
94
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
186
Input
180
Total output
110
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
216
Input
498
Total output
227
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
133
Input
169
Total output
84
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
124
Input
307
Total output
154
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
139
Input
260
Total output
112
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
46
Input
88
Total output
75
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
107
Input
217
Total output
203
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
114
Input
302
Total output
276
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
100
Input
37
Total output
29
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
53
Input
224
Total output
194
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
99
Input
254
Total output
246
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
53
Input
118
Total output
96
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
103
Input
141
Total output
131
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
100
Input
65
Total output
57
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
109
Input
151
Total output
140
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
104
Input
53
Total output
44
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
51
Input
105
Total output
89
Reasoning within output
tag_management f001
100%
Passed
Tokens
67
Input
79
Total output
68
Reasoning within output
tag_management f002
100%
Passed
Tokens
63
Input
129
Total output
107
Reasoning within output
tag_management f003
100%
Passed
Tokens
69
Input
58
Total output
44
Reasoning within output
tag_management f004
100%
Passed
Tokens
76
Input
61
Total output
54
Reasoning within output
tag_management f005
100%
Passed
Tokens
90
Input
92
Total output
80
Reasoning within output
tag_management f006
100%
Passed
Tokens
72
Input
98
Total output
80
Reasoning within output
tag_management f007
100%
Passed
Tokens
70
Input
183
Total output
167
Reasoning within output
tag_management f008
100%
Passed
Tokens
72
Input
163
Total output
135
Reasoning within output
tag_management f009
100%
Passed
Tokens
77
Input
156
Total output
136
Reasoning within output
tag_management f010
100%
Passed
Tokens
54
Input
73
Total output
61
Reasoning within output
tag_management f011
100%
Passed
Tokens
56
Input
74
Total output
64
Reasoning within output
tag_management f012
100%
Passed
Tokens
93
Input
152
Total output
138
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
151
Input
82
Total output
68
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
157
Input
176
Total output
149
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
233
Input
52
Total output
39
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
231
Input
41
Total output
32
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
141
Input
107
Total output
91
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
145
Input
98
Total output
79
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
147
Input
119
Total output
95
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
170
Input
526
Total output
470
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
267
Input
57
Total output
48
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
232
Input
116
Total output
96
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
230
Input
55
Total output
42
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
145
Input
120
Total output
102
Reasoning within output