Z-ai / glm-5.3-flash
high
89.2%
182 / 204 fixtures · 1 run(s)
36,743 input / 19,906 total output / 7,805 reasoning within output tokens $0.01329764
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
+5.9%
Text: 89.2% →
JSON: 95.1%
+16
Gained
JSON pass / text fail
−4
Lost
Text pass / JSON fail
178
Unchanged Pass
Both pass
6
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|---|---|---|
| f010 | 0% (0/1) | 100% (1/1) | -100% |
| f011 | 0% (0/1) | 100% (1/1) | -100% |
| f012 | 0% (0/1) | 100% (1/1) | -100% |
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| cherry_pick | 58.3% | 83.3% | + 25% |
| commit_messages | 75% | 100% | + 25% |
| merge_conflicts | 66.7% | 91.7% | + 25% |
| rebase | 66.7% | 91.7% | + 25% |
| branch_cleanup | 75% | 83.3% | + 8.3% |
| commit_squash | 100% | 91.7% | -8.3% |
| git_clean | 91.7% | 100% | + 8.3% |
| tag_management | 100% | 91.7% | -8.3% |
| blame_forensics | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_grep | 100% | 100% | + 0% |
| git_log_format | 100% | 100% | + 0% |
| git_show | 100% | 100% | + 0% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| submodule_usage | 91.7% | 91.7% | + 0% |
| worktree_usage | 91.7% | 91.7% | + 0% |
Changed Fixtures (20)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
229
Input
139
Total output
134
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
212
Input
6
Total output
0
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
239
Input
35
Total output
27
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
180
Input
76
Total output
68
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
241
Input
192
Total output
187
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
214
Input
337
Total output
332
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
197
Input
32
Total output
25
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
225
Input
39
Total output
34
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
183
Input
42
Total output
36
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
375
Input
96
Total output
91
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
219
Input
28
Total output
23
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
138
Input
79
Total output
69
Reasoning within output
branch_cleanup f001
100%
Passed
Tokens
105
Input
171
Total output
166
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
122
Input
84
Total output
77
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
98
Input
25
Total output
25
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
133
Input
35
Total output
34
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
111
Input
36
Total output
31
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
125
Input
53
Total output
44
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
109
Input
42
Total output
42
Reasoning within output
branch_cleanup f008
100%
Failed
Tokens
128
Input
55
Total output
25
Reasoning within output
branch_cleanup f009
100%
Failed
Tokens
86
Input
71
Total output
19
Reasoning within output
branch_cleanup f010
100%
Failed
Tokens
121
Input
120
Total output
29
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
74
Input
19
Total output
19
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
153
Input
54
Total output
42
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
97
Input
6
Total output
0
Reasoning within output
cherry_pick f002
0%
Failed
Tokens
116
Input
197
Total output
113
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
90
Input
64
Total output
68
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
150
Input
260
Total output
139
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
148
Input
23
Total output
0
Reasoning within output
cherry_pick f006
0%
Failed
Tokens
140
Input
142
Total output
21
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
129
Input
31
Total output
16
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
124
Input
21
Total output
9
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
108
Input
7
Total output
0
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
208
Input
143
Total output
107
Reasoning within output
cherry_pick f011
0%
Failed
Tokens
163
Input
88
Total output
13
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
265
Input
51
Total output
5
Reasoning within output
commit_messages f001
90%
Passed
Tokens
108
Input
8
Total output
0
Reasoning within output
commit_messages f002
82.5%
Passed
Tokens
204
Input
27
Total output
13
Reasoning within output
commit_messages f003
92.5%
Passed
Tokens
86
Input
17
Total output
3
Reasoning within output
commit_messages f004
95%
Passed
Tokens
114
Input
9
Total output
0
Reasoning within output
commit_messages f005
75%
Passed
Tokens
103
Input
19
Total output
8
Reasoning within output
commit_messages f006
85%
Passed
Tokens
138
Input
39
Total output
26
Reasoning within output
commit_messages f007
92.5%
Passed
Tokens
180
Input
9
Total output
0
Reasoning within output
commit_messages f008
87.5%
Passed
Tokens
76
Input
57
Total output
6
Reasoning within output
commit_messages f009
72.5%
Passed
Tokens
127
Input
22
Total output
9
Reasoning within output
commit_messages f010
42%
Failed
Tokens
266
Input
77
Total output
31
Reasoning within output
commit_messages f011
45%
Failed
Tokens
144
Input
69
Total output
19
Reasoning within output
commit_messages f012
2.5%
Failed
Tokens
127
Input
39
Total output
8
Reasoning within output
commit_squash f001
100%
Passed
Tokens
143
Input
79
Total output
65
Reasoning within output
commit_squash f002
100%
Passed
Tokens
123
Input
53
Total output
34
Reasoning within output
commit_squash f003
100%
Passed
Tokens
133
Input
114
Total output
76
Reasoning within output
commit_squash f004
100%
Passed
Tokens
122
Input
68
Total output
56
Reasoning within output
commit_squash f005
100%
Passed
Tokens
118
Input
9
Total output
0
Reasoning within output
commit_squash f006
100%
Passed
Tokens
104
Input
20
Total output
7
Reasoning within output
commit_squash f007
100%
Passed
Tokens
103
Input
33
Total output
19
Reasoning within output
commit_squash f008
100%
Passed
Tokens
120
Input
23
Total output
9
Reasoning within output
commit_squash f009
100%
Passed
Tokens
111
Input
13
Total output
0
Reasoning within output
commit_squash f010
100%
Passed
Tokens
121
Input
17
Total output
0
Reasoning within output
commit_squash f011
100%
Passed
Tokens
134
Input
50
Total output
28
Reasoning within output
commit_squash f012
100%
Passed
Tokens
134
Input
52
Total output
16
Reasoning within output
git_bisect f001
100%
Passed
Tokens
176
Input
147
Total output
9
Reasoning within output
git_bisect f002
100%
Passed
Tokens
201
Input
200
Total output
9
Reasoning within output
git_bisect f003
100%
Passed
Tokens
195
Input
204
Total output
14
Reasoning within output
git_bisect f004
100%
Passed
Tokens
199
Input
249
Total output
0
Reasoning within output
git_bisect f005
100%
Passed
Tokens
205
Input
171
Total output
22
Reasoning within output
git_bisect f006
100%
Passed
Tokens
230
Input
186
Total output
12
Reasoning within output
git_bisect f007
100%
Passed
Tokens
203
Input
290
Total output
14
Reasoning within output
git_bisect f008
100%
Passed
Tokens
203
Input
333
Total output
16
Reasoning within output
git_bisect f009
100%
Passed
Tokens
197
Input
203
Total output
8
Reasoning within output
git_bisect f010
100%
Passed
Tokens
197
Input
218
Total output
10
Reasoning within output
git_bisect f011
100%
Passed
Tokens
197
Input
169
Total output
13
Reasoning within output
git_bisect f012
100%
Passed
Tokens
222
Input
308
Total output
0
Reasoning within output
git_clean f001
100%
Passed
Tokens
53
Input
95
Total output
90
Reasoning within output
git_clean f002
100%
Passed
Tokens
64
Input
25
Total output
0
Reasoning within output
git_clean f003
100%
Passed
Tokens
61
Input
6
Total output
0
Reasoning within output
git_clean f004
33.3%
Failed
Tokens
61
Input
134
Total output
106
Reasoning within output
git_clean f005
100%
Passed
Tokens
53
Input
62
Total output
51
Reasoning within output
git_clean f006
100%
Passed
Tokens
76
Input
19
Total output
7
Reasoning within output
git_clean f007
100%
Passed
Tokens
70
Input
73
Total output
63
Reasoning within output
git_clean f008
100%
Passed
Tokens
81
Input
10
Total output
0
Reasoning within output
git_clean f009
100%
Passed
Tokens
69
Input
19
Total output
7
Reasoning within output
git_clean f010
100%
Passed
Tokens
65
Input
23
Total output
17
Reasoning within output
git_clean f011
100%
Passed
Tokens
65
Input
70
Total output
57
Reasoning within output
git_clean f012
100%
Passed
Tokens
67
Input
78
Total output
66
Reasoning within output
git_grep f001
100%
Passed
Tokens
55
Input
40
Total output
35
Reasoning within output
git_grep f002
100%
Passed
Tokens
66
Input
15
Total output
12
Reasoning within output
git_grep f003
100%
Passed
Tokens
88
Input
6
Total output
3
Reasoning within output
git_grep f004
100%
Passed
Tokens
80
Input
15
Total output
8
Reasoning within output
git_grep f005
100%
Passed
Tokens
115
Input
10
Total output
7
Reasoning within output
git_grep f006
100%
Passed
Tokens
45
Input
58
Total output
55
Reasoning within output
git_grep f007
100%
Passed
Tokens
161
Input
152
Total output
149
Reasoning within output
git_grep f008
100%
Passed
Tokens
62
Input
7
Total output
4
Reasoning within output
git_grep f009
100%
Passed
Tokens
58
Input
37
Total output
32
Reasoning within output
git_grep f010
100%
Passed
Tokens
66
Input
65
Total output
62
Reasoning within output
git_grep f011
100%
Passed
Tokens
112
Input
6
Total output
3
Reasoning within output
git_grep f012
100%
Passed
Tokens
69
Input
48
Total output
38
Reasoning within output
git_log_format f001
100%
Passed
Tokens
742
Input
3
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
755
Input
9
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
602
Input
11
Total output
0
Reasoning within output
git_log_format f004
100%
Passed
Tokens
737
Input
3
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
607
Input
7
Total output
0
Reasoning within output
git_log_format f006
100%
Passed
Tokens
736
Input
3
Total output
0
Reasoning within output
git_log_format f007
100%
Passed
Tokens
752
Input
6
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
980
Input
3
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
610
Input
3
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,126
Input
3
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
382
Input
4
Total output
0
Reasoning within output
git_log_format f012
100%
Passed
Tokens
340
Input
3
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
173
Input
5
Total output
0
Reasoning within output
git_show f002
100%
Passed
Tokens
177
Input
76
Total output
72
Reasoning within output
git_show f003
100%
Passed
Tokens
579
Input
8
Total output
0
Reasoning within output
git_show f004
100%
Passed
Tokens
401
Input
8
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
185
Input
42
Total output
38
Reasoning within output
git_show f006
100%
Passed
Tokens
193
Input
3
Total output
0
Reasoning within output
git_show f007
100%
Passed
Tokens
175
Input
6
Total output
0
Reasoning within output
git_show f008
100%
Passed
Tokens
187
Input
27
Total output
0
Reasoning within output
git_show f009
100%
Passed
Tokens
277
Input
26
Total output
23
Reasoning within output
git_show f010
100%
Passed
Tokens
177
Input
36
Total output
33
Reasoning within output
git_show f011
100%
Passed
Tokens
203
Input
4
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
298
Input
3
Total output
0
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
86
Input
73
Total output
67
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
106
Input
56
Total output
47
Reasoning within output
merge_conflicts f003
100%
Passed
Tokens
81
Input
95
Total output
99
Reasoning within output
merge_conflicts f004
0%
Failed
Tokens
138
Input
194
Total output
93
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
137
Input
23
Total output
0
Reasoning within output
merge_conflicts f006
0%
Failed
Tokens
126
Input
139
Total output
108
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
131
Input
56
Total output
37
Reasoning within output
merge_conflicts f008
0%
Failed
Tokens
108
Input
126
Total output
9
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
105
Input
31
Total output
20
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
173
Input
180
Total output
152
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
143
Input
44
Total output
15
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
226
Input
156
Total output
108
Reasoning within output
rebase f001
100%
Passed
Tokens
96
Input
222
Total output
216
Reasoning within output
rebase f002
100%
Passed
Tokens
125
Input
35
Total output
26
Reasoning within output
rebase f003
100%
Passed
Tokens
106
Input
55
Total output
52
Reasoning within output
rebase f004
0%
Failed
Tokens
148
Input
455
Total output
333
Reasoning within output
rebase f005
100%
Passed
Tokens
142
Input
74
Total output
54
Reasoning within output
rebase f006
0%
Failed
Tokens
141
Input
159
Total output
56
Reasoning within output
rebase f007
100%
Passed
Tokens
132
Input
22
Total output
8
Reasoning within output
rebase f008
100%
Passed
Tokens
121
Input
148
Total output
136
Reasoning within output
rebase f009
100%
Passed
Tokens
102
Input
7
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
200
Input
212
Total output
186
Reasoning within output
rebase f011
0%
Failed
Tokens
150
Input
172
Total output
109
Reasoning within output
rebase f012
0%
Failed
Tokens
253
Input
240
Total output
93
Reasoning within output
reflog f001
100%
Passed
Tokens
224
Input
30
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
228
Input
382
Total output
24
Reasoning within output
reflog f003
100%
Passed
Tokens
195
Input
419
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
312
Input
454
Total output
60
Reasoning within output
reflog f005
100%
Passed
Tokens
364
Input
434
Total output
22
Reasoning within output
reflog f006
100%
Passed
Tokens
238
Input
421
Total output
21
Reasoning within output
reflog f007
100%
Passed
Tokens
268
Input
495
Total output
138
Reasoning within output
reflog f008
100%
Passed
Tokens
339
Input
442
Total output
138
Reasoning within output
reflog f009
100%
Passed
Tokens
302
Input
388
Total output
35
Reasoning within output
reflog f010
100%
Passed
Tokens
253
Input
491
Total output
48
Reasoning within output
reflog f011
100%
Passed
Tokens
308
Input
481
Total output
138
Reasoning within output
reflog f012
100%
Passed
Tokens
309
Input
844
Total output
263
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
133
Input
70
Total output
7
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
281
Input
222
Total output
9
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
121
Input
171
Total output
0
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
117
Input
250
Total output
16
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
128
Input
184
Total output
37
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
174
Input
157
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
202
Input
130
Total output
16
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
169
Input
343
Total output
77
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
201
Input
250
Total output
18
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
124
Input
93
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
118
Input
134
Total output
17
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
131
Input
136
Total output
6
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
47
Input
27
Total output
13
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
98
Input
50
Total output
41
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
103
Input
177
Total output
154
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
88
Input
5
Total output
0
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
54
Input
52
Total output
17
Reasoning within output
submodule_usage f006
100%
Passed
Tokens
87
Input
95
Total output
90
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
54
Input
28
Total output
9
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
94
Input
79
Total output
72
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
91
Input
35
Total output
29
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
95
Input
26
Total output
14
Reasoning within output
submodule_usage f011
0%
Failed
Tokens
101
Input
21
Total output
10
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
52
Input
32
Total output
14
Reasoning within output
tag_management f001
100%
Passed
Tokens
63
Input
19
Total output
8
Reasoning within output
tag_management f002
100%
Passed
Tokens
60
Input
28
Total output
5
Reasoning within output
tag_management f003
100%
Passed
Tokens
65
Input
16
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
72
Input
19
Total output
12
Reasoning within output
tag_management f005
100%
Passed
Tokens
79
Input
26
Total output
13
Reasoning within output
tag_management f006
100%
Passed
Tokens
66
Input
34
Total output
13
Reasoning within output
tag_management f007
100%
Passed
Tokens
70
Input
56
Total output
43
Reasoning within output
tag_management f008
100%
Passed
Tokens
71
Input
47
Total output
0
Reasoning within output
tag_management f009
100%
Passed
Tokens
74
Input
26
Total output
5
Reasoning within output
tag_management f010
100%
Passed
Tokens
53
Input
9
Total output
0
Reasoning within output
tag_management f011
100%
Passed
Tokens
52
Input
12
Total output
5
Reasoning within output
tag_management f012
100%
Passed
Tokens
88
Input
74
Total output
58
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
129
Input
129
Total output
68
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
139
Input
30
Total output
7
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
203
Input
62
Total output
52
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
200
Input
28
Total output
24
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
128
Input
42
Total output
33
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
129
Input
42
Total output
26
Reasoning within output
worktree_usage f007
100%
Passed
Tokens
129
Input
119
Total output
98
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
152
Input
141
Total output
90
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
231
Input
6
Total output
0
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
207
Input
17
Total output
0
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
200
Input
10
Total output
0
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
129
Input
17
Total output
0
Reasoning within output