Thinkingmachines / inkling
none
63.7%
130 / 204 fixtures · 1 run(s)
35,834 input / 4,244 total output / 0 reasoning within output tokens $0.04923513
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
-30.4%
Text: 63.7% →
JSON: 33.3%
+21
Gained
JSON pass / text fail
−83
Lost
Text pass / JSON fail
47
Unchanged Pass
Both pass
53
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| reflog | 100% | 25% | -75% |
| stash_recovery | 100% | 25% | -75% |
| commit_messages | 100% | 33.3% | -66.7% |
| git_bisect | 100% | 33.3% | -66.7% |
| commit_squash | 75% | 25% | -50% |
| merge_conflicts | 50% | 8.3% | -41.7% |
| branch_cleanup | 58.3% | 16.7% | -41.7% |
| tag_management | 58.3% | 33.3% | -25% |
| cherry_pick | 41.7% | 16.7% | -25% |
| git_show | 50% | 25% | -25% |
| submodule_usage | 33.3% | 50% | + 16.7% |
| worktree_usage | 66.7% | 50% | -16.7% |
| rebase | 58.3% | 41.7% | -16.7% |
| git_clean | 41.7% | 33.3% | -8.3% |
| git_log_format | 66.7% | 58.3% | -8.3% |
| git_grep | 50% | 58.3% | + 8.3% |
| blame_forensics | 33.3% | 33.3% | + 0% |
Changed Fixtures (104)
f009 +gain f011 -loss f002 -loss f003 -loss f004 -loss f010 -loss f011 -loss f002 -loss f003 -loss f006 -loss f008 +gain f009 -loss f001 -loss f004 -loss f007 -loss f008 -loss f009 -loss f010 -loss f011 -loss f012 -loss f001 -loss f006 -loss f007 -loss f008 -loss f010 -loss f011 -loss f001 -loss f002 -loss f003 -loss f005 -loss f007 -loss f008 -loss f011 -loss f012 -loss f001 +gain f003 -loss f004 +gain f007 -loss f008 +gain f009 -loss f010 -loss f001 +gain f004 -loss f006 -loss f008 +gain f010 +gain f011 -loss f012 +gain f001 +gain f002 -loss f005 +gain f006 -loss f011 -loss f001 -loss f003 -loss f004 +gain f006 -loss f008 -loss f001 -loss f005 -loss f006 -loss f007 -loss f008 -loss f004 -loss f005 +gain f007 -loss f010 -loss f001 -loss f003 -loss f004 -loss f005 -loss f006 -loss f007 -loss f009 -loss f010 -loss f012 -loss f001 -loss f002 -loss f004 -loss f005 -loss f006 -loss f007 -loss f009 -loss f010 -loss f011 -loss f002 -loss f005 +gain f006 +gain f007 -loss f010 +gain f011 +gain f001 +gain f002 +gain f004 -loss f005 -loss f010 -loss f011 -loss f012 -loss f003 -loss f006 -loss f008 +gain f009 -loss f011 -loss f012 +gain
Fixture Gallery (204)
blame_forensics f001
0%
Failed
Tokens
223
Input
8
Total output
0
Reasoning within output
blame_forensics f002
0%
Failed
Tokens
211
Input
7
Total output
0
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
232
Input
9
Total output
0
Reasoning within output
blame_forensics f004
0%
Failed
Tokens
175
Input
8
Total output
0
Reasoning within output
blame_forensics f005
0%
Failed
Tokens
234
Input
6
Total output
0
Reasoning within output
blame_forensics f006
0%
Failed
Tokens
217
Input
10
Total output
0
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
190
Input
7
Total output
0
Reasoning within output
blame_forensics f008
0%
Failed
Tokens
218
Input
7
Total output
0
Reasoning within output
blame_forensics f009
0%
Failed
Tokens
178
Input
7
Total output
0
Reasoning within output
blame_forensics f010
0%
Failed
Tokens
369
Input
6
Total output
0
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
212
Input
6
Total output
0
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
137
Input
9
Total output
0
Reasoning within output
branch_cleanup f001
0%
Failed
Tokens
102
Input
6
Total output
0
Reasoning within output
branch_cleanup f002
100%
Passed
Tokens
116
Input
8
Total output
0
Reasoning within output
branch_cleanup f003
100%
Passed
Tokens
95
Input
5
Total output
0
Reasoning within output
branch_cleanup f004
100%
Passed
Tokens
129
Input
8
Total output
0
Reasoning within output
branch_cleanup f005
0%
Failed
Tokens
107
Input
6
Total output
0
Reasoning within output
branch_cleanup f006
50%
Failed
Tokens
126
Input
10
Total output
0
Reasoning within output
branch_cleanup f007
50%
Failed
Tokens
113
Input
8
Total output
0
Reasoning within output
branch_cleanup f008
100%
Passed
Tokens
123
Input
12
Total output
0
Reasoning within output
branch_cleanup f009
0%
Failed
Tokens
86
Input
4
Total output
0
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
121
Input
9
Total output
0
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
72
Input
4
Total output
0
Reasoning within output
branch_cleanup f012
100%
Passed
Tokens
150
Input
15
Total output
0
Reasoning within output
cherry_pick f001
0%
Failed
Tokens
98
Input
7
Total output
0
Reasoning within output
cherry_pick f002
100%
Passed
Tokens
117
Input
10
Total output
0
Reasoning within output
cherry_pick f003
100%
Passed
Tokens
90
Input
7
Total output
0
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
145
Input
23
Total output
0
Reasoning within output
cherry_pick f005
0%
Failed
Tokens
151
Input
19
Total output
0
Reasoning within output
cherry_pick f006
100%
Passed
Tokens
133
Input
23
Total output
0
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
127
Input
11
Total output
0
Reasoning within output
cherry_pick f008
0%
Failed
Tokens
128
Input
9
Total output
0
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
108
Input
8
Total output
0
Reasoning within output
cherry_pick f010
0%
Failed
Tokens
211
Input
28
Total output
0
Reasoning within output
cherry_pick f011
0%
Failed
Tokens
166
Input
24
Total output
0
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
261
Input
41
Total output
0
Reasoning within output
commit_messages f001
93.3%
Passed
Tokens
108
Input
8
Total output
0
Reasoning within output
commit_messages f002
91.7%
Passed
Tokens
202
Input
11
Total output
0
Reasoning within output
commit_messages f003
93.7%
Passed
Tokens
89
Input
11
Total output
0
Reasoning within output
commit_messages f004
94.3%
Passed
Tokens
115
Input
8
Total output
0
Reasoning within output
commit_messages f005
87.7%
Passed
Tokens
103
Input
8
Total output
0
Reasoning within output
commit_messages f006
90.7%
Passed
Tokens
138
Input
10
Total output
0
Reasoning within output
commit_messages f007
90%
Passed
Tokens
182
Input
9
Total output
0
Reasoning within output
commit_messages f008
90%
Passed
Tokens
77
Input
7
Total output
0
Reasoning within output
commit_messages f009
83.3%
Passed
Tokens
127
Input
11
Total output
0
Reasoning within output
commit_messages f010
92.7%
Passed
Tokens
265
Input
10
Total output
0
Reasoning within output
commit_messages f011
61.3%
Passed
Tokens
145
Input
15
Total output
0
Reasoning within output
commit_messages f012
93.3%
Passed
Tokens
128
Input
9
Total output
0
Reasoning within output
commit_squash f001
100%
Passed
Tokens
138
Input
16
Total output
0
Reasoning within output
commit_squash f002
0%
Failed
Tokens
121
Input
11
Total output
0
Reasoning within output
commit_squash f003
100%
Passed
Tokens
130
Input
16
Total output
0
Reasoning within output
commit_squash f004
50%
Failed
Tokens
122
Input
14
Total output
0
Reasoning within output
commit_squash f005
100%
Passed
Tokens
115
Input
10
Total output
0
Reasoning within output
commit_squash f006
100%
Passed
Tokens
102
Input
14
Total output
0
Reasoning within output
commit_squash f007
100%
Passed
Tokens
105
Input
16
Total output
0
Reasoning within output
commit_squash f008
100%
Passed
Tokens
116
Input
15
Total output
0
Reasoning within output
commit_squash f009
100%
Passed
Tokens
109
Input
15
Total output
0
Reasoning within output
commit_squash f010
100%
Passed
Tokens
122
Input
18
Total output
0
Reasoning within output
commit_squash f011
100%
Passed
Tokens
130
Input
19
Total output
0
Reasoning within output
commit_squash f012
66.7%
Failed
Tokens
133
Input
23
Total output
0
Reasoning within output
git_bisect f001
100%
Passed
Tokens
179
Input
9
Total output
0
Reasoning within output
git_bisect f002
100%
Passed
Tokens
202
Input
9
Total output
0
Reasoning within output
git_bisect f003
100%
Passed
Tokens
194
Input
6
Total output
0
Reasoning within output
git_bisect f004
100%
Passed
Tokens
194
Input
6
Total output
0
Reasoning within output
git_bisect f005
100%
Passed
Tokens
194
Input
6
Total output
0
Reasoning within output
git_bisect f006
100%
Passed
Tokens
225
Input
7
Total output
0
Reasoning within output
git_bisect f007
100%
Passed
Tokens
200
Input
8
Total output
0
Reasoning within output
git_bisect f008
100%
Passed
Tokens
202
Input
8
Total output
0
Reasoning within output
git_bisect f009
100%
Passed
Tokens
198
Input
6
Total output
0
Reasoning within output
git_bisect f010
100%
Passed
Tokens
206
Input
9
Total output
0
Reasoning within output
git_bisect f011
100%
Passed
Tokens
210
Input
8
Total output
0
Reasoning within output
git_bisect f012
100%
Passed
Tokens
217
Input
6
Total output
0
Reasoning within output
git_clean f001
50%
Failed
Tokens
55
Input
7
Total output
0
Reasoning within output
git_clean f002
100%
Passed
Tokens
64
Input
8
Total output
0
Reasoning within output
git_clean f003
100%
Passed
Tokens
61
Input
7
Total output
0
Reasoning within output
git_clean f004
33.3%
Failed
Tokens
61
Input
10
Total output
0
Reasoning within output
git_clean f005
75%
Failed
Tokens
53
Input
11
Total output
0
Reasoning within output
git_clean f006
75%
Failed
Tokens
78
Input
9
Total output
0
Reasoning within output
git_clean f007
100%
Passed
Tokens
68
Input
12
Total output
0
Reasoning within output
git_clean f008
25%
Failed
Tokens
77
Input
8
Total output
0
Reasoning within output
git_clean f009
100%
Passed
Tokens
69
Input
9
Total output
0
Reasoning within output
git_clean f010
100%
Passed
Tokens
66
Input
8
Total output
0
Reasoning within output
git_clean f011
40%
Failed
Tokens
67
Input
11
Total output
0
Reasoning within output
git_clean f012
83.3%
Failed
Tokens
67
Input
10
Total output
0
Reasoning within output
git_grep f001
0%
Failed
Tokens
58
Input
6
Total output
0
Reasoning within output
git_grep f002
100%
Passed
Tokens
68
Input
4
Total output
0
Reasoning within output
git_grep f003
100%
Passed
Tokens
89
Input
4
Total output
0
Reasoning within output
git_grep f004
100%
Passed
Tokens
81
Input
9
Total output
0
Reasoning within output
git_grep f005
100%
Passed
Tokens
118
Input
4
Total output
0
Reasoning within output
git_grep f006
100%
Passed
Tokens
46
Input
4
Total output
0
Reasoning within output
git_grep f007
0%
Failed
Tokens
161
Input
5
Total output
0
Reasoning within output
git_grep f008
0%
Failed
Tokens
65
Input
4
Total output
0
Reasoning within output
git_grep f009
0%
Failed
Tokens
61
Input
6
Total output
0
Reasoning within output
git_grep f010
0%
Failed
Tokens
70
Input
4
Total output
0
Reasoning within output
git_grep f011
100%
Passed
Tokens
113
Input
5
Total output
0
Reasoning within output
git_grep f012
50%
Failed
Tokens
72
Input
11
Total output
0
Reasoning within output
git_log_format f001
0%
Failed
Tokens
713
Input
4
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
702
Input
11
Total output
0
Reasoning within output
git_log_format f003
100%
Passed
Tokens
572
Input
13
Total output
0
Reasoning within output
git_log_format f004
0%
Failed
Tokens
694
Input
4
Total output
0
Reasoning within output
git_log_format f005
50%
Failed
Tokens
572
Input
8
Total output
0
Reasoning within output
git_log_format f006
100%
Passed
Tokens
700
Input
4
Total output
0
Reasoning within output
git_log_format f007
100%
Passed
Tokens
692
Input
7
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
923
Input
4
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
567
Input
4
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,061
Input
5
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
370
Input
5
Total output
0
Reasoning within output
git_log_format f012
0%
Failed
Tokens
340
Input
4
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
173
Input
6
Total output
0
Reasoning within output
git_show f002
0%
Failed
Tokens
172
Input
5
Total output
0
Reasoning within output
git_show f003
100%
Passed
Tokens
568
Input
10
Total output
0
Reasoning within output
git_show f004
0%
Failed
Tokens
392
Input
9
Total output
0
Reasoning within output
git_show f005
0%
Failed
Tokens
183
Input
5
Total output
0
Reasoning within output
git_show f006
100%
Passed
Tokens
190
Input
5
Total output
0
Reasoning within output
git_show f007
100%
Passed
Tokens
170
Input
7
Total output
0
Reasoning within output
git_show f008
100%
Passed
Tokens
190
Input
29
Total output
0
Reasoning within output
git_show f009
0%
Failed
Tokens
270
Input
4
Total output
0
Reasoning within output
git_show f010
0%
Failed
Tokens
177
Input
4
Total output
0
Reasoning within output
git_show f011
0%
Failed
Tokens
203
Input
5
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
294
Input
5
Total output
0
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
87
Input
8
Total output
0
Reasoning within output
merge_conflicts f002
0%
Failed
Tokens
109
Input
10
Total output
0
Reasoning within output
merge_conflicts f003
0%
Failed
Tokens
82
Input
12
Total output
0
Reasoning within output
merge_conflicts f004
0%
Failed
Tokens
133
Input
23
Total output
0
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
138
Input
19
Total output
0
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
122
Input
23
Total output
0
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
127
Input
11
Total output
0
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
109
Input
9
Total output
0
Reasoning within output
merge_conflicts f009
0%
Failed
Tokens
108
Input
8
Total output
0
Reasoning within output
merge_conflicts f010
50%
Failed
Tokens
176
Input
29
Total output
0
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
145
Input
24
Total output
0
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
228
Input
41
Total output
0
Reasoning within output
rebase f001
0%
Failed
Tokens
98
Input
7
Total output
0
Reasoning within output
rebase f002
100%
Passed
Tokens
126
Input
10
Total output
0
Reasoning within output
rebase f003
100%
Passed
Tokens
105
Input
6
Total output
0
Reasoning within output
rebase f004
100%
Passed
Tokens
145
Input
24
Total output
0
Reasoning within output
rebase f005
0%
Failed
Tokens
145
Input
16
Total output
0
Reasoning within output
rebase f006
100%
Passed
Tokens
135
Input
23
Total output
0
Reasoning within output
rebase f007
100%
Passed
Tokens
130
Input
11
Total output
0
Reasoning within output
rebase f008
0%
Failed
Tokens
122
Input
9
Total output
0
Reasoning within output
rebase f009
100%
Passed
Tokens
104
Input
8
Total output
0
Reasoning within output
rebase f010
100%
Passed
Tokens
197
Input
28
Total output
0
Reasoning within output
rebase f011
0%
Failed
Tokens
155
Input
24
Total output
0
Reasoning within output
rebase f012
0%
Failed
Tokens
255
Input
41
Total output
0
Reasoning within output
reflog f001
100%
Passed
Tokens
207
Input
23
Total output
0
Reasoning within output
reflog f002
100%
Passed
Tokens
201
Input
113
Total output
0
Reasoning within output
reflog f003
100%
Passed
Tokens
177
Input
123
Total output
0
Reasoning within output
reflog f004
100%
Passed
Tokens
286
Input
191
Total output
0
Reasoning within output
reflog f005
100%
Passed
Tokens
349
Input
68
Total output
0
Reasoning within output
reflog f006
100%
Passed
Tokens
222
Input
147
Total output
0
Reasoning within output
reflog f007
100%
Passed
Tokens
247
Input
109
Total output
0
Reasoning within output
reflog f008
100%
Passed
Tokens
307
Input
101
Total output
0
Reasoning within output
reflog f009
100%
Passed
Tokens
276
Input
102
Total output
0
Reasoning within output
reflog f010
100%
Passed
Tokens
247
Input
208
Total output
0
Reasoning within output
reflog f011
100%
Passed
Tokens
279
Input
179
Total output
0
Reasoning within output
reflog f012
100%
Passed
Tokens
278
Input
227
Total output
0
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
134
Input
23
Total output
0
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
279
Input
82
Total output
0
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
121
Input
25
Total output
0
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
119
Input
28
Total output
0
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
126
Input
17
Total output
0
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
174
Input
23
Total output
0
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
200
Input
51
Total output
0
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
168
Input
46
Total output
0
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
200
Input
94
Total output
0
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
126
Input
9
Total output
0
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
119
Input
92
Total output
0
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
133
Input
9
Total output
0
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
49
Input
13
Total output
0
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
95
Input
12
Total output
0
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
99
Input
36
Total output
0
Reasoning within output
submodule_usage f004
0%
Failed
Tokens
88
Input
7
Total output
0
Reasoning within output
submodule_usage f005
66.7%
Failed
Tokens
58
Input
30
Total output
0
Reasoning within output
submodule_usage f006
0%
Failed
Tokens
85
Input
6
Total output
0
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
57
Input
22
Total output
0
Reasoning within output
submodule_usage f008
33.3%
Failed
Tokens
98
Input
13
Total output
0
Reasoning within output
submodule_usage f009
0%
Failed
Tokens
86
Input
7
Total output
0
Reasoning within output
submodule_usage f010
0%
Failed
Tokens
97
Input
10
Total output
0
Reasoning within output
submodule_usage f011
0%
Failed
Tokens
98
Input
7
Total output
0
Reasoning within output
submodule_usage f012
0%
Failed
Tokens
57
Input
15
Total output
0
Reasoning within output
tag_management f001
0%
Failed
Tokens
62
Input
9
Total output
0
Reasoning within output
tag_management f002
0%
Failed
Tokens
63
Input
20
Total output
0
Reasoning within output
tag_management f003
100%
Passed
Tokens
64
Input
12
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
71
Input
5
Total output
0
Reasoning within output
tag_management f005
100%
Passed
Tokens
80
Input
11
Total output
0
Reasoning within output
tag_management f006
0%
Failed
Tokens
70
Input
15
Total output
0
Reasoning within output
tag_management f007
66.7%
Failed
Tokens
69
Input
60
Total output
0
Reasoning within output
tag_management f008
33.3%
Failed
Tokens
75
Input
26
Total output
0
Reasoning within output
tag_management f009
100%
Passed
Tokens
75
Input
19
Total output
0
Reasoning within output
tag_management f010
100%
Passed
Tokens
54
Input
10
Total output
0
Reasoning within output
tag_management f011
100%
Passed
Tokens
53
Input
9
Total output
0
Reasoning within output
tag_management f012
100%
Passed
Tokens
86
Input
11
Total output
0
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
131
Input
13
Total output
0
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
136
Input
26
Total output
0
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
189
Input
12
Total output
0
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
188
Input
7
Total output
0
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
122
Input
15
Total output
0
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
122
Input
16
Total output
0
Reasoning within output
worktree_usage f007
50%
Failed
Tokens
128
Input
22
Total output
0
Reasoning within output
worktree_usage f008
50%
Failed
Tokens
153
Input
52
Total output
0
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
223
Input
7
Total output
0
Reasoning within output
worktree_usage f010
0%
Failed
Tokens
199
Input
18
Total output
0
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
184
Input
11
Total output
0
Reasoning within output
worktree_usage f012
0%
Failed
Tokens
124
Input
16
Total output
0
Reasoning within output