Qwen / qwen3.8-flash
high
96.1%
196 / 204 fixtures · 1 run(s)
51,749 input / 129,448 total output / 124,991 reasoning within output tokens $0.06860291
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-12.3%
Text: 96.1% →
JSON: 83.8%
+4
Gained
JSON pass / text fail
−29
Lost
Text pass / JSON fail
167
Unchanged Pass
Both pass
4
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 100% | 25% | -75% |
| commit_squash | 100% | 66.7% | -33.3% |
| blame_forensics | 100% | 83.3% | -16.7% |
| git_grep | 100% | 83.3% | -16.7% |
| git_log_format | 100% | 83.3% | -16.7% |
| reflog | 100% | 83.3% | -16.7% |
| tag_management | 100% | 83.3% | -16.7% |
| worktree_usage | 83.3% | 100% | + 16.7% |
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| submodule_usage | 91.7% | 83.3% | -8.3% |
| cherry_pick | 83.3% | 75% | -8.3% |
| git_clean | 100% | 91.7% | -8.3% |
| commit_messages | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_show | 100% | 100% | + 0% |
| rebase | 83.3% | 83.3% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
Changed Fixtures (33)
f001 -loss f006 -loss f002 -loss f003 -loss f004 -loss f006 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f003 -loss f001 -loss f002 -loss f005 -loss f006 -loss f004 -loss f006 -loss f007 -loss f005 -loss f012 -loss f010 -loss f001 -loss f004 +gain f001 -loss f012 -loss f003 -loss f004 +gain f005 -loss f007 -loss f008 -loss f007 +gain f008 +gain
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
307
Input
357
Total output
349
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
304
Input
272
Total output
265
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
337
Input
102
Total output
93
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
257
Input
206
Total output
198
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
319
Input
1,296
Total output
1,290
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
297
Input
584
Total output
578
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
277
Input
249
Total output
241
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
307
Input
276
Total output
269
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
259
Input
196
Total output
189
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
500
Input
397
Total output
391
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
306
Input
106
Total output
100
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
205
Input
218
Total output
210
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
162
Input
292
Total output
286
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
177
Input
185
Total output
177
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
152
Input
265
Total output
261
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
192
Input
229
Total output
221
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
163
Input
162
Total output
156
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
189
Input
129
Total output
117
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
163
Input
306
Total output
298
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
184
Input
209
Total output
197
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
141
Input
135
Total output
131
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
170
Input
279
Total output
271
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
127
Input
181
Total output
177
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
217
Input
157
Total output
144
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
151
Input
390
Total output
383
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
171
Input
11,205
Total output
11,195
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
145
Input
2,960
Total output
2,953
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
214
Input
1,061
Total output
1,035
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
204
Input
123
Total output
102
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
197
Input
184
Total output
159
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
188
Input
168
Total output
155
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
179
Input
103
Total output
94
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
160
Input
88
Total output
80
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
277
Input
257
Total output
226
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
220
Input
126
Total output
99
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
332
Input
456
Total output
410
Reasoning within output
commit_messages f001
89%
Passed
Tokens
168
Input
81
Total output
75
Reasoning within output
commit_messages f002
92.5%
Passed
Tokens
284
Input
214
Total output
206
Reasoning within output
commit_messages f003
95%
Passed
Tokens
139
Input
156
Total output
145
Reasoning within output
commit_messages f004
90%
Passed
Tokens
176
Input
68
Total output
62
Reasoning within output
commit_messages f005
95%
Passed
Tokens
160
Input
164
Total output
157
Reasoning within output
commit_messages f006
92.5%
Passed
Tokens
207
Input
194
Total output
185
Reasoning within output
commit_messages f007
90%
Passed
Tokens
248
Input
187
Total output
178
Reasoning within output
commit_messages f008
95%
Passed
Tokens
132
Input
125
Total output
118
Reasoning within output
commit_messages f009
85%
Passed
Tokens
186
Input
116
Total output
106
Reasoning within output
commit_messages f010
89%
Passed
Tokens
356
Input
615
Total output
607
Reasoning within output
commit_messages f011
92.5%
Passed
Tokens
205
Input
587
Total output
575
Reasoning within output
commit_messages f012
92.5%
Passed
Tokens
186
Input
255
Total output
247
Reasoning within output
commit_squash f001
100%
Passed
Tokens
197
Input
6,193
Total output
6,178
Reasoning within output
commit_squash f002
100%
Passed
Tokens
176
Input
151
Total output
140
Reasoning within output
commit_squash f003
100%
Passed
Tokens
188
Input
477
Total output
462
Reasoning within output
commit_squash f004
100%
Passed
Tokens
176
Input
234
Total output
220
Reasoning within output
commit_squash f005
100%
Passed
Tokens
174
Input
241
Total output
231
Reasoning within output
commit_squash f006
100%
Passed
Tokens
159
Input
268
Total output
254
Reasoning within output
commit_squash f007
100%
Passed
Tokens
160
Input
187
Total output
172
Reasoning within output
commit_squash f008
100%
Passed
Tokens
173
Input
1,535
Total output
1,520
Reasoning within output
commit_squash f009
100%
Passed
Tokens
164
Input
316
Total output
302
Reasoning within output
commit_squash f010
100%
Passed
Tokens
181
Input
190
Total output
172
Reasoning within output
commit_squash f011
100%
Passed
Tokens
186
Input
141
Total output
123
Reasoning within output
commit_squash f012
100%
Passed
Tokens
189
Input
1,561
Total output
1,538
Reasoning within output
git_bisect f001
100%
Passed
Tokens
245
Input
123
Total output
114
Reasoning within output
git_bisect f002
100%
Passed
Tokens
271
Input
152
Total output
143
Reasoning within output
git_bisect f003
100%
Passed
Tokens
269
Input
174
Total output
164
Reasoning within output
git_bisect f004
100%
Passed
Tokens
267
Input
141
Total output
132
Reasoning within output
git_bisect f005
100%
Passed
Tokens
265
Input
270
Total output
261
Reasoning within output
git_bisect f006
100%
Passed
Tokens
291
Input
142
Total output
134
Reasoning within output
git_bisect f007
100%
Passed
Tokens
271
Input
174
Total output
164
Reasoning within output
git_bisect f008
100%
Passed
Tokens
271
Input
236
Total output
227
Reasoning within output
git_bisect f009
100%
Passed
Tokens
271
Input
181
Total output
172
Reasoning within output
git_bisect f010
100%
Passed
Tokens
275
Input
181
Total output
171
Reasoning within output
git_bisect f011
100%
Passed
Tokens
269
Input
149
Total output
140
Reasoning within output
git_bisect f012
100%
Passed
Tokens
293
Input
143
Total output
133
Reasoning within output
git_clean f001
100%
Passed
Tokens
106
Input
250
Total output
240
Reasoning within output
git_clean f002
100%
Passed
Tokens
117
Input
182
Total output
175
Reasoning within output
git_clean f003
100%
Passed
Tokens
116
Input
197
Total output
190
Reasoning within output
git_clean f004
100%
Passed
Tokens
113
Input
259
Total output
251
Reasoning within output
git_clean f005
100%
Passed
Tokens
105
Input
291
Total output
282
Reasoning within output
git_clean f006
100%
Passed
Tokens
130
Input
6,740
Total output
6,731
Reasoning within output
git_clean f007
100%
Passed
Tokens
121
Input
269
Total output
258
Reasoning within output
git_clean f008
100%
Passed
Tokens
133
Input
123
Total output
116
Reasoning within output
git_clean f009
100%
Passed
Tokens
124
Input
590
Total output
580
Reasoning within output
git_clean f010
100%
Passed
Tokens
119
Input
237
Total output
230
Reasoning within output
git_clean f011
100%
Passed
Tokens
117
Input
390
Total output
382
Reasoning within output
git_clean f012
100%
Passed
Tokens
119
Input
294
Total output
284
Reasoning within output
git_grep f001
100%
Passed
Tokens
105
Input
97
Total output
91
Reasoning within output
git_grep f002
100%
Passed
Tokens
121
Input
93
Total output
89
Reasoning within output
git_grep f003
100%
Passed
Tokens
140
Input
38
Total output
34
Reasoning within output
git_grep f004
100%
Passed
Tokens
129
Input
65
Total output
57
Reasoning within output
git_grep f005
100%
Passed
Tokens
170
Input
74
Total output
70
Reasoning within output
git_grep f006
100%
Passed
Tokens
94
Input
143
Total output
140
Reasoning within output
git_grep f007
100%
Passed
Tokens
222
Input
1,046
Total output
1,041
Reasoning within output
git_grep f008
100%
Passed
Tokens
111
Input
70
Total output
67
Reasoning within output
git_grep f009
100%
Passed
Tokens
107
Input
83
Total output
77
Reasoning within output
git_grep f010
100%
Passed
Tokens
117
Input
297
Total output
293
Reasoning within output
git_grep f011
100%
Passed
Tokens
165
Input
205
Total output
201
Reasoning within output
git_grep f012
100%
Passed
Tokens
118
Input
58
Total output
47
Reasoning within output
git_log_format f001
100%
Passed
Tokens
968
Input
109
Total output
105
Reasoning within output
git_log_format f002
100%
Passed
Tokens
953
Input
82
Total output
72
Reasoning within output
git_log_format f003
100%
Passed
Tokens
780
Input
94
Total output
82
Reasoning within output
git_log_format f004
100%
Passed
Tokens
947
Input
100
Total output
96
Reasoning within output
git_log_format f005
100%
Passed
Tokens
790
Input
1,712
Total output
1,704
Reasoning within output
git_log_format f006
100%
Passed
Tokens
964
Input
145
Total output
142
Reasoning within output
git_log_format f007
100%
Passed
Tokens
975
Input
87
Total output
77
Reasoning within output
git_log_format f008
100%
Passed
Tokens
1,262
Input
85
Total output
82
Reasoning within output
git_log_format f009
100%
Passed
Tokens
781
Input
82
Total output
78
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,477
Input
51
Total output
48
Reasoning within output
git_log_format f011
100%
Passed
Tokens
500
Input
132
Total output
127
Reasoning within output
git_log_format f012
100%
Passed
Tokens
460
Input
53
Total output
50
Reasoning within output
git_show f001
100%
Passed
Tokens
252
Input
113
Total output
107
Reasoning within output
git_show f002
100%
Passed
Tokens
253
Input
314
Total output
309
Reasoning within output
git_show f003
100%
Passed
Tokens
750
Input
104
Total output
95
Reasoning within output
git_show f004
100%
Passed
Tokens
531
Input
90
Total output
81
Reasoning within output
git_show f005
100%
Passed
Tokens
256
Input
225
Total output
220
Reasoning within output
git_show f006
100%
Passed
Tokens
264
Input
95
Total output
91
Reasoning within output
git_show f007
100%
Passed
Tokens
255
Input
151
Total output
144
Reasoning within output
git_show f008
100%
Passed
Tokens
264
Input
108
Total output
68
Reasoning within output
git_show f009
100%
Passed
Tokens
378
Input
113
Total output
109
Reasoning within output
git_show f010
100%
Passed
Tokens
251
Input
96
Total output
93
Reasoning within output
git_show f011
100%
Passed
Tokens
279
Input
55
Total output
51
Reasoning within output
git_show f012
100%
Passed
Tokens
392
Input
115
Total output
111
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
139
Input
189
Total output
182
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
157
Input
907
Total output
897
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
132
Input
489
Total output
482
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
199
Input
1,773
Total output
1,745
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
191
Input
124
Total output
103
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
183
Input
443
Total output
418
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
187
Input
278
Total output
265
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
159
Input
67
Total output
58
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
156
Input
179
Total output
171
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
236
Input
474
Total output
443
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
200
Input
159
Total output
132
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
291
Input
4,363
Total output
4,317
Reasoning within output
rebase f001
100%
Passed
Tokens
152
Input
1,084
Total output
1,077
Reasoning within output
rebase f002
100%
Passed
Tokens
179
Input
200
Total output
190
Reasoning within output
rebase f003
100%
Passed
Tokens
158
Input
137
Total output
132
Reasoning within output
rebase f004
0%
Failed
Tokens
213
Input
2,053
Total output
2,027
Reasoning within output
rebase f005
100%
Passed
Tokens
199
Input
279
Total output
261
Reasoning within output
rebase f006
100%
Passed
Tokens
199
Input
468
Total output
443
Reasoning within output
rebase f007
100%
Passed
Tokens
192
Input
123
Total output
110
Reasoning within output
rebase f008
100%
Passed
Tokens
175
Input
270
Total output
261
Reasoning within output
rebase f009
100%
Passed
Tokens
157
Input
145
Total output
137
Reasoning within output
rebase f010
100%
Passed
Tokens
265
Input
347
Total output
316
Reasoning within output
rebase f011
100%
Passed
Tokens
211
Input
621
Total output
594
Reasoning within output
rebase f012
0%
Failed
Tokens
326
Input
2,815
Total output
2,769
Reasoning within output
reflog f001
100%
Passed
Tokens
317
Input
228
Total output
189
Reasoning within output
reflog f002
100%
Passed
Tokens
306
Input
277
Total output
212
Reasoning within output
reflog f003
100%
Passed
Tokens
274
Input
192
Total output
115
Reasoning within output
reflog f004
100%
Passed
Tokens
408
Input
3,782
Total output
3,461
Reasoning within output
reflog f005
100%
Passed
Tokens
459
Input
288
Total output
207
Reasoning within output
reflog f006
100%
Passed
Tokens
315
Input
327
Total output
141
Reasoning within output
reflog f007
100%
Passed
Tokens
360
Input
414
Total output
251
Reasoning within output
reflog f008
100%
Passed
Tokens
469
Input
790
Total output
663
Reasoning within output
reflog f009
100%
Passed
Tokens
416
Input
1,455
Total output
1,223
Reasoning within output
reflog f010
100%
Passed
Tokens
352
Input
860
Total output
595
Reasoning within output
reflog f011
100%
Passed
Tokens
402
Input
1,687
Total output
1,485
Reasoning within output
reflog f012
100%
Passed
Tokens
421
Input
3,456
Total output
3,033
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
191
Input
105
Total output
97
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
356
Input
97
Total output
73
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
180
Input
102
Total output
93
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
175
Input
86
Total output
77
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
185
Input
183
Total output
174
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
239
Input
141
Total output
133
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
270
Input
90
Total output
82
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
237
Input
235
Total output
226
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
267
Input
173
Total output
164
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
184
Input
184
Total output
175
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
178
Input
222
Total output
201
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
190
Input
108
Total output
99
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
97
Input
222
Total output
211
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
157
Input
526
Total output
514
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
164
Input
5,734
Total output
5,700
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
145
Input
5,332
Total output
5,324
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
104
Input
949
Total output
921
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
146
Input
1,667
Total output
1,661
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
104
Input
231
Total output
211
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
152
Input
1,548
Total output
1,540
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
154
Input
490
Total output
483
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
157
Input
374
Total output
365
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
160
Input
73
Total output
66
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
102
Input
154
Total output
140
Reasoning within output
tag_management f001
100%
Passed
Tokens
118
Input
58
Total output
49
Reasoning within output
tag_management f002
100%
Passed
Tokens
113
Input
225
Total output
204
Reasoning within output
tag_management f003
100%
Passed
Tokens
118
Input
385
Total output
373
Reasoning within output
tag_management f004
100%
Passed
Tokens
127
Input
211
Total output
206
Reasoning within output
tag_management f005
100%
Passed
Tokens
141
Input
193
Total output
183
Reasoning within output
tag_management f006
100%
Passed
Tokens
124
Input
95
Total output
79
Reasoning within output
tag_management f007
100%
Passed
Tokens
121
Input
1,029
Total output
1,015
Reasoning within output
tag_management f008
100%
Passed
Tokens
125
Input
1,855
Total output
1,828
Reasoning within output
tag_management f009
100%
Passed
Tokens
127
Input
201
Total output
182
Reasoning within output
tag_management f010
100%
Passed
Tokens
105
Input
60
Total output
50
Reasoning within output
tag_management f011
100%
Passed
Tokens
107
Input
116
Total output
108
Reasoning within output
tag_management f012
100%
Passed
Tokens
146
Input
974
Total output
962
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
204
Input
254
Total output
242
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
204
Input
8,275
Total output
8,250
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
280
Input
200
Total output
188
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
282
Input
1,275
Total output
1,265
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
191
Input
187
Total output
173
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
197
Input
282
Total output
265
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
195
Input
3,818
Total output
3,792
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
221
Input
1,730
Total output
1,676
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
310
Input
142
Total output
135
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
290
Input
213
Total output
194
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
279
Input
92
Total output
81
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
196
Input
176
Total output
160
Reasoning within output