Z-ai / glm-5.2
high
96.6%
197 / 204 fixtures · 1 run(s)
36,654 input / 70,480 total output / 61,994 reasoning within output tokens $0.32146104
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-27.4%
Text: 96.6% →
JSON: 69.1%
+0
Gained
JSON pass / text fail
−56
Lost
Text pass / JSON fail
141
Unchanged Pass
Both pass
7
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 100% | 50% | -50% |
| git_clean | 100% | 58.3% | -41.7% |
| rebase | 91.7% | 58.3% | -33.3% |
| worktree_usage | 91.7% | 58.3% | -33.3% |
| commit_messages | 100% | 66.7% | -33.3% |
| commit_squash | 83.3% | 50% | -33.3% |
| git_grep | 100% | 66.7% | -33.3% |
| git_log_format | 100% | 66.7% | -33.3% |
| git_show | 100% | 66.7% | -33.3% |
| blame_forensics | 100% | 75% | -25% |
| stash_recovery | 100% | 75% | -25% |
| tag_management | 100% | 75% | -25% |
| git_bisect | 100% | 83.3% | -16.7% |
| reflog | 100% | 83.3% | -16.7% |
| cherry_pick | 83.3% | 66.7% | -16.7% |
| merge_conflicts | 91.7% | 83.3% | -8.3% |
| submodule_usage | 100% | 91.7% | -8.3% |
Changed Fixtures (56)
f005 -loss f008 -loss f009 -loss f003 -loss f005 -loss f006 -loss f008 -loss f009 -loss f011 -loss f008 -loss f010 -loss f007 -loss f010 -loss f011 -loss f012 -loss f003 -loss f004 -loss f008 -loss f010 -loss f002 -loss f007 -loss f003 -loss f005 -loss f007 -loss f011 -loss f012 -loss f002 -loss f004 -loss f007 -loss f011 -loss f004 -loss f005 -loss f008 -loss f009 -loss f002 -loss f005 -loss f007 -loss f009 -loss f009 -loss f004 -loss f008 -loss f009 -loss f010 -loss f008 -loss f012 -loss f003 -loss f005 -loss f006 -loss f011 -loss f009 -loss f010 -loss f011 -loss f003 -loss f007 -loss f009 -loss f012 -loss
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
229
Input
273
Total output
266
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
209
Input
437
Total output
431
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
237
Input
53
Total output
45
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
180
Input
198
Total output
191
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
239
Input
606
Total output
601
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
216
Input
769
Total output
763
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
195
Input
361
Total output
309
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
220
Input
348
Total output
341
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
180
Input
176
Total output
170
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
383
Input
969
Total output
0
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
215
Input
174
Total output
167
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
133
Input
466
Total output
467
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
105
Input
283
Total output
270
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
116
Input
212
Total output
206
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
101
Input
132
Total output
131
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
129
Input
280
Total output
265
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
108
Input
162
Total output
0
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
124
Input
335
Total output
326
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
103
Input
308
Total output
290
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
127
Input
282
Total output
271
Reasoning within output
branch_cleanup f009
100%
Passed
Tokens
84
Input
215
Total output
218
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
116
Input
263
Total output
224
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
74
Input
200
Total output
197
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
154
Input
288
Total output
276
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
95
Input
315
Total output
308
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
118
Input
396
Total output
359
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
91
Input
276
Total output
305
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
150
Input
698
Total output
675
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
142
Input
453
Total output
413
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
138
Input
477
Total output
455
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
129
Input
360
Total output
349
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
125
Input
133
Total output
125
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
108
Input
294
Total output
310
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
208
Input
408
Total output
405
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
163
Input
157
Total output
115
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
254
Input
931
Total output
761
Reasoning within output
commit_messages f001
93.3%
Passed
Tokens
108
Input
361
Total output
355
Reasoning within output
commit_messages f002
86.7%
Passed
Tokens
204
Input
94
Total output
76
Reasoning within output
commit_messages f003
89.7%
Passed
Tokens
86
Input
287
Total output
259
Reasoning within output
commit_messages f004
94.3%
Passed
Tokens
114
Input
244
Total output
235
Reasoning within output
commit_messages f005
91%
Passed
Tokens
103
Input
321
Total output
299
Reasoning within output
commit_messages f006
91%
Passed
Tokens
138
Input
363
Total output
356
Reasoning within output
commit_messages f007
91.7%
Passed
Tokens
180
Input
296
Total output
289
Reasoning within output
commit_messages f008
92.7%
Passed
Tokens
76
Input
116
Total output
110
Reasoning within output
commit_messages f009
90%
Passed
Tokens
127
Input
461
Total output
455
Reasoning within output
commit_messages f010
91.7%
Passed
Tokens
266
Input
293
Total output
267
Reasoning within output
commit_messages f011
76.7%
Passed
Tokens
144
Input
244
Total output
221
Reasoning within output
commit_messages f012
91.7%
Passed
Tokens
127
Input
175
Total output
183
Reasoning within output
commit_squash f001
100%
Passed
Tokens
145
Input
587
Total output
546
Reasoning within output
commit_squash f002
100%
Passed
Tokens
119
Input
242
Total output
232
Reasoning within output
commit_squash f003
100%
Passed
Tokens
129
Input
261
Total output
247
Reasoning within output
commit_squash f004
100%
Passed
Tokens
121
Input
639
Total output
626
Reasoning within output
commit_squash f005
0%
Failed
Tokens
116
Input
130
Total output
113
Reasoning within output
commit_squash f006
100%
Passed
Tokens
96
Input
338
Total output
279
Reasoning within output
commit_squash f007
100%
Passed
Tokens
106
Input
264
Total output
250
Reasoning within output
commit_squash f008
100%
Passed
Tokens
120
Input
225
Total output
211
Reasoning within output
commit_squash f009
100%
Passed
Tokens
110
Input
216
Total output
189
Reasoning within output
commit_squash f010
100%
Passed
Tokens
126
Input
437
Total output
384
Reasoning within output
commit_squash f011
100%
Passed
Tokens
133
Input
492
Total output
455
Reasoning within output
commit_squash f012
0%
Failed
Tokens
132
Input
381
Total output
283
Reasoning within output
git_bisect f001
100%
Passed
Tokens
167
Input
329
Total output
274
Reasoning within output
git_bisect f002
100%
Passed
Tokens
203
Input
159
Total output
152
Reasoning within output
git_bisect f003
100%
Passed
Tokens
199
Input
138
Total output
129
Reasoning within output
git_bisect f004
100%
Passed
Tokens
201
Input
91
Total output
84
Reasoning within output
git_bisect f005
100%
Passed
Tokens
201
Input
185
Total output
178
Reasoning within output
git_bisect f006
100%
Passed
Tokens
218
Input
195
Total output
177
Reasoning within output
git_bisect f007
100%
Passed
Tokens
199
Input
176
Total output
163
Reasoning within output
git_bisect f008
100%
Passed
Tokens
207
Input
100
Total output
84
Reasoning within output
git_bisect f009
100%
Passed
Tokens
209
Input
112
Total output
104
Reasoning within output
git_bisect f010
100%
Passed
Tokens
199
Input
135
Total output
129
Reasoning within output
git_bisect f011
100%
Passed
Tokens
199
Input
124
Total output
118
Reasoning within output
git_bisect f012
100%
Passed
Tokens
222
Input
349
Total output
302
Reasoning within output
git_clean f001
100%
Passed
Tokens
53
Input
363
Total output
354
Reasoning within output
git_clean f002
100%
Passed
Tokens
64
Input
209
Total output
204
Reasoning within output
git_clean f003
100%
Passed
Tokens
61
Input
306
Total output
300
Reasoning within output
git_clean f004
100%
Passed
Tokens
61
Input
649
Total output
642
Reasoning within output
git_clean f005
100%
Passed
Tokens
53
Input
389
Total output
383
Reasoning within output
git_clean f006
100%
Passed
Tokens
76
Input
531
Total output
523
Reasoning within output
git_clean f007
100%
Passed
Tokens
70
Input
490
Total output
0
Reasoning within output
git_clean f008
100%
Passed
Tokens
81
Input
323
Total output
322
Reasoning within output
git_clean f009
100%
Passed
Tokens
69
Input
349
Total output
340
Reasoning within output
git_clean f010
100%
Passed
Tokens
65
Input
271
Total output
0
Reasoning within output
git_clean f011
100%
Passed
Tokens
65
Input
285
Total output
263
Reasoning within output
git_clean f012
100%
Passed
Tokens
67
Input
378
Total output
345
Reasoning within output
git_grep f001
100%
Passed
Tokens
55
Input
212
Total output
207
Reasoning within output
git_grep f002
100%
Passed
Tokens
68
Input
180
Total output
160
Reasoning within output
git_grep f003
100%
Passed
Tokens
88
Input
173
Total output
153
Reasoning within output
git_grep f004
100%
Passed
Tokens
80
Input
271
Total output
264
Reasoning within output
git_grep f005
100%
Passed
Tokens
115
Input
236
Total output
233
Reasoning within output
git_grep f006
100%
Passed
Tokens
45
Input
178
Total output
175
Reasoning within output
git_grep f007
100%
Passed
Tokens
161
Input
498
Total output
419
Reasoning within output
git_grep f008
100%
Passed
Tokens
62
Input
73
Total output
71
Reasoning within output
git_grep f009
100%
Passed
Tokens
58
Input
162
Total output
142
Reasoning within output
git_grep f010
100%
Passed
Tokens
66
Input
312
Total output
309
Reasoning within output
git_grep f011
100%
Passed
Tokens
112
Input
278
Total output
248
Reasoning within output
git_grep f012
100%
Passed
Tokens
69
Input
237
Total output
225
Reasoning within output
git_log_format f001
100%
Passed
Tokens
738
Input
119
Total output
116
Reasoning within output
git_log_format f002
100%
Passed
Tokens
751
Input
257
Total output
231
Reasoning within output
git_log_format f003
100%
Passed
Tokens
595
Input
110
Total output
98
Reasoning within output
git_log_format f004
100%
Passed
Tokens
740
Input
42
Total output
40
Reasoning within output
git_log_format f005
100%
Passed
Tokens
607
Input
166
Total output
159
Reasoning within output
git_log_format f006
100%
Passed
Tokens
736
Input
150
Total output
0
Reasoning within output
git_log_format f007
100%
Passed
Tokens
772
Input
116
Total output
107
Reasoning within output
git_log_format f008
100%
Passed
Tokens
1,015
Input
136
Total output
111
Reasoning within output
git_log_format f009
100%
Passed
Tokens
622
Input
83
Total output
83
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,140
Input
96
Total output
95
Reasoning within output
git_log_format f011
100%
Passed
Tokens
368
Input
198
Total output
194
Reasoning within output
git_log_format f012
100%
Passed
Tokens
343
Input
71
Total output
70
Reasoning within output
git_show f001
100%
Passed
Tokens
179
Input
181
Total output
176
Reasoning within output
git_show f002
100%
Passed
Tokens
178
Input
915
Total output
942
Reasoning within output
git_show f003
100%
Passed
Tokens
589
Input
271
Total output
235
Reasoning within output
git_show f004
100%
Passed
Tokens
402
Input
264
Total output
206
Reasoning within output
git_show f005
100%
Passed
Tokens
180
Input
280
Total output
276
Reasoning within output
git_show f006
100%
Passed
Tokens
187
Input
142
Total output
132
Reasoning within output
git_show f007
100%
Passed
Tokens
175
Input
246
Total output
240
Reasoning within output
git_show f008
100%
Passed
Tokens
189
Input
322
Total output
292
Reasoning within output
git_show f009
100%
Passed
Tokens
273
Input
99
Total output
96
Reasoning within output
git_show f010
100%
Passed
Tokens
173
Input
69
Total output
66
Reasoning within output
git_show f011
100%
Passed
Tokens
203
Input
195
Total output
198
Reasoning within output
git_show f012
100%
Passed
Tokens
299
Input
108
Total output
105
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
86
Input
608
Total output
602
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
106
Input
449
Total output
370
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
81
Input
644
Total output
638
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
138
Input
625
Total output
594
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
137
Input
206
Total output
208
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
126
Input
547
Total output
465
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
131
Input
326
Total output
304
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
108
Input
232
Total output
221
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
105
Input
190
Total output
183
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
173
Input
655
Total output
702
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
143
Input
159
Total output
136
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
226
Input
742
Total output
658
Reasoning within output
rebase f001
100%
Passed
Tokens
97
Input
565
Total output
559
Reasoning within output
rebase f002
100%
Passed
Tokens
127
Input
352
Total output
303
Reasoning within output
rebase f003
100%
Passed
Tokens
103
Input
354
Total output
393
Reasoning within output
rebase f004
100%
Passed
Tokens
150
Input
443
Total output
418
Reasoning within output
rebase f005
100%
Passed
Tokens
135
Input
771
Total output
811
Reasoning within output
rebase f006
100%
Passed
Tokens
139
Input
358
Total output
336
Reasoning within output
rebase f007
100%
Passed
Tokens
133
Input
536
Total output
515
Reasoning within output
rebase f008
100%
Passed
Tokens
121
Input
218
Total output
210
Reasoning within output
rebase f009
100%
Passed
Tokens
104
Input
308
Total output
302
Reasoning within output
rebase f010
100%
Passed
Tokens
202
Input
691
Total output
670
Reasoning within output
rebase f011
100%
Passed
Tokens
150
Input
206
Total output
183
Reasoning within output
rebase f012
0%
Failed
Tokens
248
Input
2,018
Total output
1,894
Reasoning within output
reflog f001
100%
Passed
Tokens
215
Input
291
Total output
264
Reasoning within output
reflog f002
100%
Passed
Tokens
215
Input
305
Total output
163
Reasoning within output
reflog f003
100%
Passed
Tokens
189
Input
249
Total output
162
Reasoning within output
reflog f004
100%
Passed
Tokens
307
Input
1,440
Total output
943
Reasoning within output
reflog f005
100%
Passed
Tokens
355
Input
649
Total output
393
Reasoning within output
reflog f006
100%
Passed
Tokens
237
Input
432
Total output
264
Reasoning within output
reflog f007
100%
Passed
Tokens
260
Input
336
Total output
272
Reasoning within output
reflog f008
100%
Passed
Tokens
352
Input
264
Total output
119
Reasoning within output
reflog f009
100%
Passed
Tokens
302
Input
1,013
Total output
776
Reasoning within output
reflog f010
100%
Passed
Tokens
260
Input
731
Total output
460
Reasoning within output
reflog f011
100%
Passed
Tokens
302
Input
881
Total output
698
Reasoning within output
reflog f012
100%
Passed
Tokens
299
Input
1,841
Total output
1,510
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
133
Input
190
Total output
183
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
287
Input
296
Total output
187
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
121
Input
194
Total output
172
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
117
Input
247
Total output
226
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
127
Input
390
Total output
310
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
174
Input
248
Total output
217
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
198
Input
220
Total output
181
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
169
Input
219
Total output
203
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
201
Input
279
Total output
223
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
124
Input
198
Total output
180
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
118
Input
401
Total output
347
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
131
Input
230
Total output
0
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
47
Input
198
Total output
188
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
99
Input
448
Total output
441
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
103
Input
700
Total output
677
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
89
Input
240
Total output
235
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
54
Input
107
Total output
82
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
86
Input
161
Total output
156
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
54
Input
198
Total output
179
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
93
Input
296
Total output
296
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
90
Input
193
Total output
188
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
98
Input
298
Total output
290
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
97
Input
192
Total output
186
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
52
Input
226
Total output
213
Reasoning within output
tag_management f001
100%
Passed
Tokens
63
Input
287
Total output
276
Reasoning within output
tag_management f002
100%
Passed
Tokens
60
Input
222
Total output
203
Reasoning within output
tag_management f003
100%
Passed
Tokens
66
Input
261
Total output
250
Reasoning within output
tag_management f004
100%
Passed
Tokens
73
Input
171
Total output
167
Reasoning within output
tag_management f005
100%
Passed
Tokens
85
Input
298
Total output
253
Reasoning within output
tag_management f006
100%
Passed
Tokens
63
Input
137
Total output
95
Reasoning within output
tag_management f007
100%
Passed
Tokens
67
Input
426
Total output
325
Reasoning within output
tag_management f008
100%
Passed
Tokens
72
Input
582
Total output
558
Reasoning within output
tag_management f009
100%
Passed
Tokens
65
Input
294
Total output
224
Reasoning within output
tag_management f010
100%
Passed
Tokens
46
Input
213
Total output
171
Reasoning within output
tag_management f011
100%
Passed
Tokens
54
Input
187
Total output
182
Reasoning within output
tag_management f012
100%
Passed
Tokens
88
Input
242
Total output
220
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
135
Input
242
Total output
231
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
140
Input
277
Total output
256
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
200
Input
211
Total output
194
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
199
Input
166
Total output
160
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
126
Input
319
Total output
306
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
130
Input
350
Total output
287
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
129
Input
288
Total output
254
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
144
Input
3,260
Total output
2,974
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
230
Input
157
Total output
174
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
209
Input
298
Total output
283
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
201
Input
69
Total output
65
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
119
Input
282
Total output
258
Reasoning within output