Qwen / qwen3.8-flash
low
96.1%
196 / 204 fixtures · 1 run(s)
51,648 input / 97,972 total output / 94,208 reasoning within output tokens $0.05379404
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 |
|---|---|---|---|
| blame_forensics | 100% | 58.3% | -41.7% |
| branch_cleanup | 100% | 58.3% | -41.7% |
| commit_squash | 100% | 58.3% | -41.7% |
| git_clean | 100% | 75% | -25% |
| git_grep | 100% | 83.3% | -16.7% |
| git_log_format | 100% | 83.3% | -16.7% |
| merge_conflicts | 91.7% | 75% | -16.7% |
| reflog | 100% | 83.3% | -16.7% |
| submodule_usage | 100% | 83.3% | -16.7% |
| rebase | 83.3% | 91.7% | + 8.3% |
| worktree_usage | 83.3% | 91.7% | + 8.3% |
| cherry_pick | 83.3% | 75% | -8.3% |
| tag_management | 100% | 91.7% | -8.3% |
| commit_messages | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_show | 91.7% | 91.7% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
Changed Fixtures (32)
f001 -loss f002 -loss f005 -loss f006 -loss f010 -loss f003 -loss f006 -loss f008 -loss f009 -loss f011 -loss f011 -loss f002 -loss f006 -loss f008 -loss f009 -loss f011 -loss f004 -loss f007 -loss f011 -loss f004 -loss f010 -loss f005 -loss f007 -loss f001 -loss f010 -loss f004 +gain f002 -loss f003 -loss f003 -loss f005 -loss f008 -loss f009 +gain
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
306
Input
432
Total output
424
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
299
Input
365
Total output
358
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
333
Input
99
Total output
90
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
257
Input
224
Total output
216
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
324
Input
478
Total output
472
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
296
Input
428
Total output
422
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
276
Input
159
Total output
151
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
315
Input
409
Total output
402
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
263
Input
165
Total output
158
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
500
Input
413
Total output
407
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
314
Input
72
Total output
66
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
204
Input
211
Total output
203
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
162
Input
217
Total output
211
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
178
Input
200
Total output
192
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
152
Input
145
Total output
142
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
193
Input
204
Total output
196
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
166
Input
176
Total output
170
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
193
Input
252
Total output
240
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
157
Input
150
Total output
142
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
181
Input
218
Total output
206
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
138
Input
426
Total output
422
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
177
Input
119
Total output
111
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
128
Input
87
Total output
84
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
210
Input
199
Total output
186
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
150
Input
289
Total output
282
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
172
Input
3,865
Total output
3,855
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
142
Input
732
Total output
725
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
213
Input
616
Total output
590
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
205
Input
349
Total output
328
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
198
Input
266
Total output
241
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
188
Input
350
Total output
337
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
177
Input
93
Total output
84
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
163
Input
59
Total output
51
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
277
Input
260
Total output
229
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
223
Input
146
Total output
119
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
328
Input
361
Total output
315
Reasoning within output
commit_messages f001
77.5%
Passed
Tokens
168
Input
138
Total output
127
Reasoning within output
commit_messages f002
82.5%
Passed
Tokens
284
Input
247
Total output
239
Reasoning within output
commit_messages f003
95%
Passed
Tokens
139
Input
195
Total output
184
Reasoning within output
commit_messages f004
92.5%
Passed
Tokens
176
Input
94
Total output
88
Reasoning within output
commit_messages f005
77%
Passed
Tokens
160
Input
70
Total output
64
Reasoning within output
commit_messages f006
89%
Passed
Tokens
207
Input
232
Total output
223
Reasoning within output
commit_messages f007
92.5%
Passed
Tokens
248
Input
149
Total output
140
Reasoning within output
commit_messages f008
92.5%
Passed
Tokens
132
Input
91
Total output
84
Reasoning within output
commit_messages f009
95%
Passed
Tokens
186
Input
98
Total output
90
Reasoning within output
commit_messages f010
91.5%
Passed
Tokens
356
Input
333
Total output
324
Reasoning within output
commit_messages f011
80%
Passed
Tokens
205
Input
585
Total output
569
Reasoning within output
commit_messages f012
92%
Passed
Tokens
186
Input
317
Total output
309
Reasoning within output
commit_squash f001
100%
Passed
Tokens
195
Input
308
Total output
293
Reasoning within output
commit_squash f002
100%
Passed
Tokens
173
Input
245
Total output
234
Reasoning within output
commit_squash f003
100%
Passed
Tokens
187
Input
311
Total output
296
Reasoning within output
commit_squash f004
100%
Passed
Tokens
176
Input
1,095
Total output
1,081
Reasoning within output
commit_squash f005
100%
Passed
Tokens
173
Input
615
Total output
605
Reasoning within output
commit_squash f006
100%
Passed
Tokens
156
Input
204
Total output
190
Reasoning within output
commit_squash f007
100%
Passed
Tokens
163
Input
214
Total output
199
Reasoning within output
commit_squash f008
100%
Passed
Tokens
172
Input
259
Total output
244
Reasoning within output
commit_squash f009
100%
Passed
Tokens
164
Input
519
Total output
505
Reasoning within output
commit_squash f010
100%
Passed
Tokens
179
Input
79
Total output
61
Reasoning within output
commit_squash f011
100%
Passed
Tokens
186
Input
356
Total output
338
Reasoning within output
commit_squash f012
100%
Passed
Tokens
188
Input
514
Total output
491
Reasoning within output
git_bisect f001
100%
Passed
Tokens
243
Input
77
Total output
68
Reasoning within output
git_bisect f002
100%
Passed
Tokens
271
Input
182
Total output
174
Reasoning within output
git_bisect f003
100%
Passed
Tokens
267
Input
169
Total output
159
Reasoning within output
git_bisect f004
100%
Passed
Tokens
269
Input
172
Total output
164
Reasoning within output
git_bisect f005
100%
Passed
Tokens
269
Input
688
Total output
678
Reasoning within output
git_bisect f006
100%
Passed
Tokens
295
Input
136
Total output
126
Reasoning within output
git_bisect f007
100%
Passed
Tokens
267
Input
157
Total output
149
Reasoning within output
git_bisect f008
100%
Passed
Tokens
275
Input
171
Total output
161
Reasoning within output
git_bisect f009
100%
Passed
Tokens
267
Input
91
Total output
81
Reasoning within output
git_bisect f010
100%
Passed
Tokens
273
Input
170
Total output
160
Reasoning within output
git_bisect f011
100%
Passed
Tokens
273
Input
168
Total output
158
Reasoning within output
git_bisect f012
100%
Passed
Tokens
303
Input
129
Total output
119
Reasoning within output
git_clean f001
100%
Passed
Tokens
106
Input
220
Total output
210
Reasoning within output
git_clean f002
100%
Passed
Tokens
117
Input
209
Total output
202
Reasoning within output
git_clean f003
100%
Passed
Tokens
116
Input
229
Total output
222
Reasoning within output
git_clean f004
100%
Passed
Tokens
113
Input
1,377
Total output
1,369
Reasoning within output
git_clean f005
100%
Passed
Tokens
105
Input
343
Total output
336
Reasoning within output
git_clean f006
100%
Passed
Tokens
130
Input
323
Total output
314
Reasoning within output
git_clean f007
100%
Passed
Tokens
121
Input
294
Total output
283
Reasoning within output
git_clean f008
100%
Passed
Tokens
133
Input
308
Total output
301
Reasoning within output
git_clean f009
100%
Passed
Tokens
124
Input
385
Total output
375
Reasoning within output
git_clean f010
100%
Passed
Tokens
119
Input
264
Total output
257
Reasoning within output
git_clean f011
100%
Passed
Tokens
117
Input
5,597
Total output
5,583
Reasoning within output
git_clean f012
100%
Passed
Tokens
119
Input
192
Total output
181
Reasoning within output
git_grep f001
100%
Passed
Tokens
105
Input
92
Total output
86
Reasoning within output
git_grep f002
100%
Passed
Tokens
121
Input
91
Total output
88
Reasoning within output
git_grep f003
100%
Passed
Tokens
140
Input
41
Total output
38
Reasoning within output
git_grep f004
100%
Passed
Tokens
129
Input
51
Total output
43
Reasoning within output
git_grep f005
100%
Passed
Tokens
170
Input
64
Total output
60
Reasoning within output
git_grep f006
100%
Passed
Tokens
94
Input
273
Total output
269
Reasoning within output
git_grep f007
100%
Passed
Tokens
222
Input
2,080
Total output
2,075
Reasoning within output
git_grep f008
100%
Passed
Tokens
111
Input
77
Total output
74
Reasoning within output
git_grep f009
100%
Passed
Tokens
107
Input
86
Total output
80
Reasoning within output
git_grep f010
100%
Passed
Tokens
117
Input
200
Total output
196
Reasoning within output
git_grep f011
100%
Passed
Tokens
165
Input
78
Total output
75
Reasoning within output
git_grep f012
100%
Passed
Tokens
118
Input
81
Total output
70
Reasoning within output
git_log_format f001
100%
Passed
Tokens
954
Input
89
Total output
86
Reasoning within output
git_log_format f002
100%
Passed
Tokens
938
Input
91
Total output
81
Reasoning within output
git_log_format f003
100%
Passed
Tokens
777
Input
120
Total output
108
Reasoning within output
git_log_format f004
100%
Passed
Tokens
954
Input
62
Total output
58
Reasoning within output
git_log_format f005
100%
Passed
Tokens
790
Input
98
Total output
90
Reasoning within output
git_log_format f006
100%
Passed
Tokens
964
Input
192
Total output
188
Reasoning within output
git_log_format f007
100%
Passed
Tokens
974
Input
65
Total output
56
Reasoning within output
git_log_format f008
100%
Passed
Tokens
1,273
Input
64
Total output
60
Reasoning within output
git_log_format f009
100%
Passed
Tokens
795
Input
64
Total output
60
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,449
Input
91
Total output
87
Reasoning within output
git_log_format f011
100%
Passed
Tokens
498
Input
90
Total output
86
Reasoning within output
git_log_format f012
100%
Passed
Tokens
463
Input
106
Total output
102
Reasoning within output
git_show f001
100%
Passed
Tokens
255
Input
127
Total output
121
Reasoning within output
git_show f002
0%
Failed
Tokens
255
Input
406
Total output
402
Reasoning within output
git_show f003
100%
Passed
Tokens
732
Input
123
Total output
114
Reasoning within output
git_show f004
100%
Passed
Tokens
529
Input
88
Total output
79
Reasoning within output
git_show f005
100%
Passed
Tokens
255
Input
308
Total output
303
Reasoning within output
git_show f006
100%
Passed
Tokens
264
Input
83
Total output
79
Reasoning within output
git_show f007
100%
Passed
Tokens
255
Input
63
Total output
56
Reasoning within output
git_show f008
100%
Passed
Tokens
264
Input
137
Total output
97
Reasoning within output
git_show f009
100%
Passed
Tokens
380
Input
174
Total output
171
Reasoning within output
git_show f010
100%
Passed
Tokens
250
Input
65
Total output
61
Reasoning within output
git_show f011
100%
Passed
Tokens
278
Input
69
Total output
64
Reasoning within output
git_show f012
100%
Passed
Tokens
394
Input
80
Total output
76
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
139
Input
272
Total output
265
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
157
Input
1,251
Total output
1,241
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
132
Input
293
Total output
286
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
199
Input
2,533
Total output
2,505
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
191
Input
146
Total output
125
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
183
Input
179
Total output
154
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
187
Input
154
Total output
141
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
159
Input
93
Total output
84
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
156
Input
122
Total output
114
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
236
Input
405
Total output
374
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
200
Input
189
Total output
162
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
291
Input
2,092
Total output
2,046
Reasoning within output
rebase f001
100%
Passed
Tokens
152
Input
958
Total output
951
Reasoning within output
rebase f002
100%
Passed
Tokens
178
Input
182
Total output
172
Reasoning within output
rebase f003
100%
Passed
Tokens
159
Input
182
Total output
176
Reasoning within output
rebase f004
0%
Failed
Tokens
213
Input
1,513
Total output
1,487
Reasoning within output
rebase f005
100%
Passed
Tokens
198
Input
342
Total output
324
Reasoning within output
rebase f006
100%
Passed
Tokens
198
Input
409
Total output
384
Reasoning within output
rebase f007
100%
Passed
Tokens
191
Input
176
Total output
163
Reasoning within output
rebase f008
100%
Passed
Tokens
172
Input
106
Total output
97
Reasoning within output
rebase f009
100%
Passed
Tokens
157
Input
127
Total output
119
Reasoning within output
rebase f010
100%
Passed
Tokens
265
Input
529
Total output
498
Reasoning within output
rebase f011
100%
Passed
Tokens
212
Input
616
Total output
589
Reasoning within output
rebase f012
0%
Failed
Tokens
328
Input
962
Total output
916
Reasoning within output
reflog f001
100%
Passed
Tokens
302
Input
561
Total output
525
Reasoning within output
reflog f002
100%
Passed
Tokens
300
Input
269
Total output
195
Reasoning within output
reflog f003
100%
Passed
Tokens
273
Input
269
Total output
161
Reasoning within output
reflog f004
100%
Passed
Tokens
409
Input
2,463
Total output
2,171
Reasoning within output
reflog f005
100%
Passed
Tokens
459
Input
479
Total output
407
Reasoning within output
reflog f006
100%
Passed
Tokens
327
Input
332
Total output
208
Reasoning within output
reflog f007
100%
Passed
Tokens
345
Input
139
Total output
99
Reasoning within output
reflog f008
100%
Passed
Tokens
445
Input
1,213
Total output
1,064
Reasoning within output
reflog f009
100%
Passed
Tokens
398
Input
1,470
Total output
1,383
Reasoning within output
reflog f010
100%
Passed
Tokens
347
Input
716
Total output
601
Reasoning within output
reflog f011
100%
Passed
Tokens
412
Input
3,227
Total output
3,024
Reasoning within output
reflog f012
100%
Passed
Tokens
407
Input
3,826
Total output
3,634
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
192
Input
77
Total output
69
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
356
Input
153
Total output
139
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
180
Input
108
Total output
100
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
175
Input
150
Total output
141
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
187
Input
203
Total output
194
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
239
Input
84
Total output
76
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
270
Input
107
Total output
99
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
237
Input
110
Total output
101
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
267
Input
192
Total output
183
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
184
Input
159
Total output
151
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
179
Input
105
Total output
97
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
190
Input
172
Total output
163
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
97
Input
161
Total output
150
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
158
Input
2,572
Total output
2,560
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
164
Input
1,968
Total output
1,934
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
146
Input
343
Total output
337
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
104
Input
777
Total output
743
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
152
Input
2,041
Total output
2,035
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
104
Input
258
Total output
238
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
158
Input
590
Total output
582
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
153
Input
277
Total output
270
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
153
Input
269
Total output
260
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
162
Input
96
Total output
89
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
102
Input
126
Total output
112
Reasoning within output
tag_management f001
100%
Passed
Tokens
118
Input
138
Total output
129
Reasoning within output
tag_management f002
100%
Passed
Tokens
112
Input
185
Total output
164
Reasoning within output
tag_management f003
100%
Passed
Tokens
120
Input
103
Total output
91
Reasoning within output
tag_management f004
100%
Passed
Tokens
126
Input
100
Total output
95
Reasoning within output
tag_management f005
100%
Passed
Tokens
140
Input
201
Total output
191
Reasoning within output
tag_management f006
100%
Passed
Tokens
125
Input
212
Total output
195
Reasoning within output
tag_management f007
100%
Passed
Tokens
121
Input
1,188
Total output
1,174
Reasoning within output
tag_management f008
100%
Passed
Tokens
125
Input
705
Total output
677
Reasoning within output
tag_management f009
100%
Passed
Tokens
128
Input
298
Total output
277
Reasoning within output
tag_management f010
100%
Passed
Tokens
106
Input
144
Total output
133
Reasoning within output
tag_management f011
100%
Passed
Tokens
105
Input
568
Total output
560
Reasoning within output
tag_management f012
100%
Passed
Tokens
147
Input
477
Total output
465
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
198
Input
385
Total output
373
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
205
Input
1,292
Total output
1,267
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
276
Input
190
Total output
179
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
279
Input
306
Total output
296
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
193
Input
135
Total output
121
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
198
Input
266
Total output
249
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
193
Input
371
Total output
349
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
221
Input
5,463
Total output
5,408
Reasoning within output
worktree_usage f009
0%
Failed
Tokens
314
Input
6,077
Total output
6,066
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
286
Input
260
Total output
242
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
281
Input
152
Total output
140
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
197
Input
241
Total output
225
Reasoning within output