Anthropic / claude-opus-4.8
max
89.2%
182 / 204 fixtures · 1 run(s)
49,714 input / 147,046 total output / 19,549 reasoning within output tokens $3.92472000
Reliability by Benchmark (Text)
Loading reliability summary…
Text vs JSON Schema Comparison
Pass Rate Delta
+3.9%
Text: 89.2% →
JSON: 93.1%
+12
Gained
JSON pass / text fail
−4
Lost
Text pass / JSON fail
178
Unchanged Pass
Both pass
10
Unchanged Fail
Both fail
Fixture Reliability Delta
| Fixture | Text | JSON | Delta |
|---|
Benchmark Deltas
| Benchmark | Text | JSON | Delta |
|---|---|---|---|
| branch_cleanup | 41.7% | 75% | + 33.3% |
| cherry_pick | 58.3% | 75% | + 16.7% |
| worktree_usage | 83.3% | 91.7% | + 8.3% |
| git_show | 91.7% | 100% | + 8.3% |
| blame_forensics | 100% | 100% | + 0% |
| commit_messages | 100% | 100% | + 0% |
| commit_squash | 100% | 100% | + 0% |
| git_bisect | 100% | 100% | + 0% |
| git_clean | 100% | 100% | + 0% |
| git_grep | 91.7% | 91.7% | + 0% |
| git_log_format | 100% | 100% | + 0% |
| merge_conflicts | 83.3% | 83.3% | + 0% |
| rebase | 75% | 75% | + 0% |
| reflog | 100% | 100% | + 0% |
| stash_recovery | 100% | 100% | + 0% |
| submodule_usage | 91.7% | 91.7% | + 0% |
| tag_management | 100% | 100% | + 0% |
Changed Fixtures (16)
Fixture Gallery (204)
blame_forensics f001
100%
Passed
Tokens
310
Input
601
Total output
67
Reasoning within output
blame_forensics f002
100%
Passed
Tokens
278
Input
452
Total output
75
Reasoning within output
blame_forensics f003
100%
Passed
Tokens
325
Input
170
Total output
39
Reasoning within output
blame_forensics f004
100%
Passed
Tokens
243
Input
181
Total output
51
Reasoning within output
blame_forensics f005
100%
Passed
Tokens
308
Input
3,169
Total output
342
Reasoning within output
blame_forensics f006
100%
Passed
Tokens
272
Input
1,584
Total output
249
Reasoning within output
blame_forensics f007
100%
Passed
Tokens
253
Input
325
Total output
65
Reasoning within output
blame_forensics f008
100%
Passed
Tokens
280
Input
753
Total output
158
Reasoning within output
blame_forensics f009
100%
Passed
Tokens
225
Input
883
Total output
161
Reasoning within output
blame_forensics f010
100%
Passed
Tokens
504
Input
256
Total output
43
Reasoning within output
blame_forensics f011
100%
Passed
Tokens
278
Input
254
Total output
91
Reasoning within output
blame_forensics f012
100%
Passed
Tokens
180
Input
614
Total output
82
Reasoning within output
branch_cleanup f001
0%
Failed
Tokens
136
Input
683
Total output
51
Reasoning within output
branch_cleanup f002
100%
Failed
Tokens
149
Input
926
Total output
86
Reasoning within output
branch_cleanup f003
100%
Failed
Tokens
128
Input
576
Total output
71
Reasoning within output
branch_cleanup f004
100%
Failed
Tokens
172
Input
1,284
Total output
151
Reasoning within output
branch_cleanup f005
100%
Passed
Tokens
135
Input
369
Total output
67
Reasoning within output
branch_cleanup f006
100%
Passed
Tokens
164
Input
439
Total output
68
Reasoning within output
branch_cleanup f007
100%
Passed
Tokens
140
Input
391
Total output
67
Reasoning within output
branch_cleanup f008
100%
Failed
Tokens
167
Input
2,053
Total output
225
Reasoning within output
branch_cleanup f009
100%
Failed
Tokens
111
Input
508
Total output
75
Reasoning within output
branch_cleanup f010
100%
Passed
Tokens
142
Input
471
Total output
48
Reasoning within output
branch_cleanup f011
100%
Passed
Tokens
93
Input
268
Total output
54
Reasoning within output
branch_cleanup f012
100%
Failed
Tokens
194
Input
618
Total output
56
Reasoning within output
cherry_pick f001
100%
Passed
Tokens
174
Input
473
Total output
139
Reasoning within output
cherry_pick f002
0%
Failed
Tokens
182
Input
1,098
Total output
162
Reasoning within output
cherry_pick f003
0%
Failed
Tokens
156
Input
574
Total output
137
Reasoning within output
cherry_pick f004
0%
Failed
Tokens
216
Input
6,791
Total output
822
Reasoning within output
cherry_pick f005
100%
Passed
Tokens
237
Input
413
Total output
74
Reasoning within output
cherry_pick f006
0%
Failed
Tokens
200
Input
780
Total output
135
Reasoning within output
cherry_pick f007
100%
Passed
Tokens
225
Input
519
Total output
136
Reasoning within output
cherry_pick f008
100%
Passed
Tokens
192
Input
496
Total output
67
Reasoning within output
cherry_pick f009
100%
Passed
Tokens
176
Input
298
Total output
62
Reasoning within output
cherry_pick f010
100%
Passed
Tokens
357
Input
1,150
Total output
137
Reasoning within output
cherry_pick f011
100%
Passed
Tokens
230
Input
472
Total output
111
Reasoning within output
cherry_pick f012
0%
Failed
Tokens
417
Input
1,242
Total output
159
Reasoning within output
commit_messages f001
86%
Passed
Tokens
148
Input
226
Total output
76
Reasoning within output
commit_messages f002
87.7%
Passed
Tokens
276
Input
177
Total output
76
Reasoning within output
commit_messages f003
87%
Passed
Tokens
121
Input
205
Total output
46
Reasoning within output
commit_messages f004
90%
Passed
Tokens
156
Input
156
Total output
46
Reasoning within output
commit_messages f005
87.7%
Passed
Tokens
138
Input
234
Total output
69
Reasoning within output
commit_messages f006
86%
Passed
Tokens
188
Input
299
Total output
71
Reasoning within output
commit_messages f007
90%
Passed
Tokens
256
Input
248
Total output
54
Reasoning within output
commit_messages f008
92%
Passed
Tokens
99
Input
230
Total output
53
Reasoning within output
commit_messages f009
86%
Passed
Tokens
170
Input
248
Total output
79
Reasoning within output
commit_messages f010
89.7%
Passed
Tokens
385
Input
388
Total output
73
Reasoning within output
commit_messages f011
83.3%
Passed
Tokens
188
Input
319
Total output
64
Reasoning within output
commit_messages f012
90%
Passed
Tokens
170
Input
129
Total output
41
Reasoning within output
commit_squash f001
100%
Passed
Tokens
199
Input
2,675
Total output
398
Reasoning within output
commit_squash f002
100%
Passed
Tokens
155
Input
382
Total output
96
Reasoning within output
commit_squash f003
100%
Passed
Tokens
175
Input
791
Total output
112
Reasoning within output
commit_squash f004
100%
Passed
Tokens
154
Input
1,651
Total output
174
Reasoning within output
commit_squash f005
100%
Passed
Tokens
157
Input
1,634
Total output
197
Reasoning within output
commit_squash f006
100%
Passed
Tokens
139
Input
322
Total output
77
Reasoning within output
commit_squash f007
100%
Passed
Tokens
139
Input
411
Total output
62
Reasoning within output
commit_squash f008
100%
Passed
Tokens
160
Input
422
Total output
76
Reasoning within output
commit_squash f009
100%
Passed
Tokens
149
Input
653
Total output
81
Reasoning within output
commit_squash f010
100%
Passed
Tokens
171
Input
348
Total output
90
Reasoning within output
commit_squash f011
100%
Passed
Tokens
171
Input
565
Total output
78
Reasoning within output
commit_squash f012
100%
Passed
Tokens
173
Input
290
Total output
67
Reasoning within output
git_bisect f001
100%
Passed
Tokens
237
Input
425
Total output
49
Reasoning within output
git_bisect f002
100%
Passed
Tokens
277
Input
607
Total output
50
Reasoning within output
git_bisect f003
100%
Passed
Tokens
285
Input
557
Total output
68
Reasoning within output
git_bisect f004
100%
Passed
Tokens
272
Input
721
Total output
51
Reasoning within output
git_bisect f005
100%
Passed
Tokens
276
Input
758
Total output
85
Reasoning within output
git_bisect f006
100%
Passed
Tokens
297
Input
601
Total output
45
Reasoning within output
git_bisect f007
100%
Passed
Tokens
271
Input
641
Total output
45
Reasoning within output
git_bisect f008
100%
Passed
Tokens
283
Input
839
Total output
62
Reasoning within output
git_bisect f009
100%
Passed
Tokens
265
Input
663
Total output
68
Reasoning within output
git_bisect f010
100%
Passed
Tokens
275
Input
666
Total output
76
Reasoning within output
git_bisect f011
100%
Passed
Tokens
267
Input
585
Total output
47
Reasoning within output
git_bisect f012
100%
Passed
Tokens
301
Input
753
Total output
53
Reasoning within output
git_clean f001
100%
Passed
Tokens
73
Input
13
Total output
0
Reasoning within output
git_clean f002
100%
Passed
Tokens
90
Input
7
Total output
0
Reasoning within output
git_clean f003
100%
Passed
Tokens
91
Input
183
Total output
47
Reasoning within output
git_clean f004
100%
Passed
Tokens
92
Input
279
Total output
54
Reasoning within output
git_clean f005
100%
Passed
Tokens
76
Input
321
Total output
74
Reasoning within output
git_clean f006
100%
Passed
Tokens
112
Input
438
Total output
48
Reasoning within output
git_clean f007
100%
Passed
Tokens
106
Input
285
Total output
46
Reasoning within output
git_clean f008
100%
Passed
Tokens
111
Input
8
Total output
0
Reasoning within output
git_clean f009
100%
Passed
Tokens
115
Input
15
Total output
0
Reasoning within output
git_clean f010
100%
Passed
Tokens
101
Input
8
Total output
0
Reasoning within output
git_clean f011
100%
Passed
Tokens
94
Input
387
Total output
73
Reasoning within output
git_clean f012
100%
Passed
Tokens
96
Input
383
Total output
76
Reasoning within output
git_grep f001
100%
Passed
Tokens
76
Input
8
Total output
0
Reasoning within output
git_grep f002
100%
Passed
Tokens
89
Input
116
Total output
44
Reasoning within output
git_grep f003
100%
Passed
Tokens
125
Input
124
Total output
28
Reasoning within output
git_grep f004
0%
Failed
Tokens
103
Input
121
Total output
38
Reasoning within output
git_grep f005
100%
Passed
Tokens
155
Input
431
Total output
57
Reasoning within output
git_grep f006
100%
Passed
Tokens
53
Input
3
Total output
0
Reasoning within output
git_grep f007
100%
Passed
Tokens
221
Input
1,421
Total output
152
Reasoning within output
git_grep f008
100%
Passed
Tokens
82
Input
174
Total output
51
Reasoning within output
git_grep f009
100%
Passed
Tokens
68
Input
5
Total output
0
Reasoning within output
git_grep f010
100%
Passed
Tokens
89
Input
407
Total output
53
Reasoning within output
git_grep f011
100%
Passed
Tokens
166
Input
155
Total output
39
Reasoning within output
git_grep f012
100%
Passed
Tokens
89
Input
115
Total output
51
Reasoning within output
git_log_format f001
100%
Passed
Tokens
987
Input
3
Total output
0
Reasoning within output
git_log_format f002
100%
Passed
Tokens
942
Input
113
Total output
44
Reasoning within output
git_log_format f003
100%
Passed
Tokens
818
Input
101
Total output
24
Reasoning within output
git_log_format f004
100%
Passed
Tokens
962
Input
3
Total output
0
Reasoning within output
git_log_format f005
100%
Passed
Tokens
760
Input
161
Total output
60
Reasoning within output
git_log_format f006
100%
Passed
Tokens
978
Input
93
Total output
37
Reasoning within output
git_log_format f007
100%
Passed
Tokens
967
Input
7
Total output
0
Reasoning within output
git_log_format f008
100%
Passed
Tokens
1,293
Input
3
Total output
0
Reasoning within output
git_log_format f009
100%
Passed
Tokens
765
Input
3
Total output
0
Reasoning within output
git_log_format f010
100%
Passed
Tokens
1,433
Input
3
Total output
0
Reasoning within output
git_log_format f011
100%
Passed
Tokens
478
Input
102
Total output
37
Reasoning within output
git_log_format f012
100%
Passed
Tokens
436
Input
3
Total output
0
Reasoning within output
git_show f001
100%
Passed
Tokens
231
Input
66
Total output
24
Reasoning within output
git_show f002
0%
Failed
Tokens
242
Input
607
Total output
97
Reasoning within output
git_show f003
100%
Passed
Tokens
780
Input
72
Total output
21
Reasoning within output
git_show f004
100%
Passed
Tokens
524
Input
9
Total output
0
Reasoning within output
git_show f005
100%
Passed
Tokens
254
Input
325
Total output
79
Reasoning within output
git_show f006
100%
Passed
Tokens
254
Input
3
Total output
0
Reasoning within output
git_show f007
100%
Passed
Tokens
232
Input
8
Total output
0
Reasoning within output
git_show f008
100%
Passed
Tokens
254
Input
201
Total output
43
Reasoning within output
git_show f009
100%
Passed
Tokens
370
Input
202
Total output
52
Reasoning within output
git_show f010
100%
Passed
Tokens
240
Input
143
Total output
41
Reasoning within output
git_show f011
100%
Passed
Tokens
269
Input
5
Total output
0
Reasoning within output
git_show f012
100%
Passed
Tokens
401
Input
3
Total output
0
Reasoning within output
merge_conflicts f001
100%
Passed
Tokens
158
Input
574
Total output
135
Reasoning within output
merge_conflicts f002
100%
Passed
Tokens
166
Input
330
Total output
58
Reasoning within output
merge_conflicts f003
0%
Failed
Tokens
141
Input
1,750
Total output
276
Reasoning within output
merge_conflicts f004
100%
Passed
Tokens
197
Input
1,561
Total output
194
Reasoning within output
merge_conflicts f005
100%
Passed
Tokens
219
Input
457
Total output
135
Reasoning within output
merge_conflicts f006
100%
Passed
Tokens
180
Input
705
Total output
114
Reasoning within output
merge_conflicts f007
100%
Passed
Tokens
230
Input
566
Total output
183
Reasoning within output
merge_conflicts f008
100%
Passed
Tokens
173
Input
178
Total output
58
Reasoning within output
merge_conflicts f009
100%
Passed
Tokens
169
Input
685
Total output
133
Reasoning within output
merge_conflicts f010
100%
Passed
Tokens
306
Input
1,060
Total output
147
Reasoning within output
merge_conflicts f011
100%
Passed
Tokens
202
Input
399
Total output
129
Reasoning within output
merge_conflicts f012
0%
Failed
Tokens
362
Input
2,769
Total output
241
Reasoning within output
rebase f001
100%
Passed
Tokens
173
Input
1,057
Total output
176
Reasoning within output
rebase f002
100%
Passed
Tokens
190
Input
496
Total output
128
Reasoning within output
rebase f003
100%
Passed
Tokens
172
Input
613
Total output
143
Reasoning within output
rebase f004
0%
Failed
Tokens
215
Input
9,063
Total output
1,186
Reasoning within output
rebase f005
100%
Passed
Tokens
224
Input
1,031
Total output
141
Reasoning within output
rebase f006
100%
Passed
Tokens
198
Input
1,942
Total output
258
Reasoning within output
rebase f007
100%
Passed
Tokens
231
Input
758
Total output
172
Reasoning within output
rebase f008
100%
Passed
Tokens
187
Input
1,552
Total output
214
Reasoning within output
rebase f009
100%
Passed
Tokens
170
Input
596
Total output
120
Reasoning within output
rebase f010
100%
Passed
Tokens
345
Input
2,335
Total output
186
Reasoning within output
rebase f011
0%
Failed
Tokens
219
Input
2,001
Total output
239
Reasoning within output
rebase f012
0%
Failed
Tokens
413
Input
9,817
Total output
1,262
Reasoning within output
reflog f001
100%
Passed
Tokens
281
Input
1,165
Total output
91
Reasoning within output
reflog f002
100%
Passed
Tokens
260
Input
858
Total output
73
Reasoning within output
reflog f003
100%
Passed
Tokens
238
Input
948
Total output
78
Reasoning within output
reflog f004
100%
Passed
Tokens
392
Input
4,155
Total output
377
Reasoning within output
reflog f005
100%
Passed
Tokens
443
Input
1,149
Total output
82
Reasoning within output
reflog f006
100%
Passed
Tokens
311
Input
1,014
Total output
49
Reasoning within output
reflog f007
100%
Passed
Tokens
332
Input
2,197
Total output
187
Reasoning within output
reflog f008
100%
Passed
Tokens
425
Input
2,156
Total output
201
Reasoning within output
reflog f009
100%
Passed
Tokens
391
Input
2,171
Total output
187
Reasoning within output
reflog f010
100%
Passed
Tokens
322
Input
2,496
Total output
130
Reasoning within output
reflog f011
100%
Passed
Tokens
373
Input
7,321
Total output
840
Reasoning within output
reflog f012
100%
Passed
Tokens
354
Input
7,623
Total output
865
Reasoning within output
stash_recovery f001
100%
Passed
Tokens
185
Input
291
Total output
51
Reasoning within output
stash_recovery f002
100%
Passed
Tokens
389
Input
478
Total output
64
Reasoning within output
stash_recovery f003
100%
Passed
Tokens
167
Input
544
Total output
48
Reasoning within output
stash_recovery f004
100%
Passed
Tokens
160
Input
565
Total output
40
Reasoning within output
stash_recovery f005
100%
Passed
Tokens
181
Input
1,031
Total output
39
Reasoning within output
stash_recovery f006
100%
Passed
Tokens
245
Input
308
Total output
29
Reasoning within output
stash_recovery f007
100%
Passed
Tokens
286
Input
388
Total output
48
Reasoning within output
stash_recovery f008
100%
Passed
Tokens
238
Input
628
Total output
47
Reasoning within output
stash_recovery f009
100%
Passed
Tokens
286
Input
603
Total output
41
Reasoning within output
stash_recovery f010
100%
Passed
Tokens
175
Input
353
Total output
51
Reasoning within output
stash_recovery f011
100%
Passed
Tokens
162
Input
639
Total output
57
Reasoning within output
stash_recovery f012
100%
Passed
Tokens
192
Input
465
Total output
41
Reasoning within output
submodule_usage f001
100%
Passed
Tokens
61
Input
20
Total output
0
Reasoning within output
submodule_usage f002
100%
Passed
Tokens
127
Input
502
Total output
67
Reasoning within output
submodule_usage f003
100%
Passed
Tokens
147
Input
669
Total output
83
Reasoning within output
submodule_usage f004
100%
Passed
Tokens
110
Input
7
Total output
0
Reasoning within output
submodule_usage f005
100%
Passed
Tokens
68
Input
350
Total output
69
Reasoning within output
submodule_usage f006
0%
Failed
Tokens
111
Input
19
Total output
0
Reasoning within output
submodule_usage f007
100%
Passed
Tokens
74
Input
187
Total output
28
Reasoning within output
submodule_usage f008
100%
Passed
Tokens
125
Input
11
Total output
0
Reasoning within output
submodule_usage f009
100%
Passed
Tokens
119
Input
8
Total output
0
Reasoning within output
submodule_usage f010
100%
Passed
Tokens
127
Input
134
Total output
26
Reasoning within output
submodule_usage f011
100%
Passed
Tokens
139
Input
10
Total output
0
Reasoning within output
submodule_usage f012
100%
Passed
Tokens
72
Input
24
Total output
0
Reasoning within output
tag_management f001
100%
Passed
Tokens
81
Input
9
Total output
0
Reasoning within output
tag_management f002
100%
Passed
Tokens
78
Input
26
Total output
0
Reasoning within output
tag_management f003
100%
Passed
Tokens
85
Input
18
Total output
0
Reasoning within output
tag_management f004
100%
Passed
Tokens
79
Input
5
Total output
0
Reasoning within output
tag_management f005
100%
Passed
Tokens
102
Input
159
Total output
31
Reasoning within output
tag_management f006
100%
Passed
Tokens
90
Input
167
Total output
38
Reasoning within output
tag_management f007
100%
Passed
Tokens
85
Input
14
Total output
0
Reasoning within output
tag_management f008
100%
Passed
Tokens
90
Input
310
Total output
47
Reasoning within output
tag_management f009
100%
Passed
Tokens
104
Input
23
Total output
0
Reasoning within output
tag_management f010
100%
Passed
Tokens
68
Input
10
Total output
0
Reasoning within output
tag_management f011
100%
Passed
Tokens
68
Input
15
Total output
0
Reasoning within output
tag_management f012
100%
Passed
Tokens
97
Input
282
Total output
74
Reasoning within output
worktree_usage f001
100%
Passed
Tokens
174
Input
20
Total output
0
Reasoning within output
worktree_usage f002
100%
Passed
Tokens
183
Input
188
Total output
37
Reasoning within output
worktree_usage f003
100%
Passed
Tokens
257
Input
72
Total output
21
Reasoning within output
worktree_usage f004
100%
Passed
Tokens
247
Input
11
Total output
0
Reasoning within output
worktree_usage f005
100%
Passed
Tokens
161
Input
23
Total output
0
Reasoning within output
worktree_usage f006
100%
Passed
Tokens
166
Input
142
Total output
43
Reasoning within output
worktree_usage f007
0%
Failed
Tokens
175
Input
291
Total output
50
Reasoning within output
worktree_usage f008
0%
Failed
Tokens
195
Input
531
Total output
40
Reasoning within output
worktree_usage f009
100%
Passed
Tokens
302
Input
84
Total output
37
Reasoning within output
worktree_usage f010
100%
Passed
Tokens
269
Input
122
Total output
26
Reasoning within output
worktree_usage f011
100%
Passed
Tokens
250
Input
68
Total output
31
Reasoning within output
worktree_usage f012
100%
Passed
Tokens
165
Input
75
Total output
29
Reasoning within output