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dim1_humaneval_HumanEval_51
probing
val
code_generation
claude-opus-4-6
0
0.001555
176
27
203
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token_log_pricing
dim1_humaneval_HumanEval_51
probing
val
code_generation
claude-sonnet-4-6
1
0.001278
176
50
226
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token_log_pricing
dim1_humaneval_HumanEval_51
probing
val
code_generation
gpt-5.4
1
0.002508
145
143
288
3,869
token_log_pricing
dim1_humaneval_HumanEval_51
probing
val
code_generation
glm-5
1
0.002009
149
630
779
16,561
token_log_pricing
dim1_humaneval_HumanEval_51
probing
val
code_generation
kimi-k2.5
1
0.000118
155
40
195
2,675
token_log_pricing
dim1_humaneval_HumanEval_51
probing
val
code_generation
MiniMax-M2.7
1
0.001676
161
505
666
8,285
token_log_pricing
dim1_humaneval_HumanEval_51
probing
val
code_generation
Qwen3-Max
1
0.000269
159
156
315
2,057
token_log_pricing
dim1_humaneval_HumanEval_51
probing
val
code_generation
qwen3.5-plus
1
0.001338
174
1,998
2,172
36,045
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
claude-opus-4-6
1
0.003215
133
102
235
2,984
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
claude-sonnet-4-6
1
0.001914
133
101
234
3,983
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
gpt-5.4
1
0.001658
123
90
213
2,597
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
glm-5
1
0.005947
118
1,951
2,069
56,304
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
kimi-k2.5
0
0.000256
126
88
214
3,839
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
MiniMax-M2.7
0
0.00271
130
860
990
13,086
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
Qwen3-Max
1
0.000269
159
156
315
4,285
token_log_pricing
dim1_bcb_BigCodeBench/767
probing
train
code_generation
qwen3.5-plus
1
0.001412
132
2,117
2,249
39,151
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
claude-opus-4-6
0
0.00414
53
155
208
4,511
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
claude-sonnet-4-6
0
0.000744
53
39
92
2,091
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
gpt-5.4
0
0.00054
54
27
81
1,643
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
glm-5
0
0.00275
51
903
954
22,242
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
kimi-k2.5
0
0.000067
56
23
79
1,718
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
MiniMax-M2.7
0
0.000868
61
269
330
4,344
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
Qwen3-Max
0
0.000269
159
156
315
1,382
token_log_pricing
dim1_mbpp_760
probing
train
code_generation
qwen3.5-plus
0
0.002808
60
4,245
4,305
71,912
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
claude-opus-4-6
0
0.007965
238
271
509
5,571
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
claude-sonnet-4-6
0
0.005214
238
300
538
4,316
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
gpt-5.4
0
0.003448
221
193
414
4,240
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
glm-5
0
0.008759
212
2,863
3,075
68,939
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
kimi-k2.5
0
0.000568
226
195
421
10,617
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
MiniMax-M2.7
0
0.01327
226
4,348
4,574
60,973
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
Qwen3-Max
0
0.000269
159
156
315
8,520
token_log_pricing
dim1_bcb_BigCodeBench/976
probing
train
code_generation
qwen3.5-plus
0
0.000734
227
1,074
1,301
15,607
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
claude-opus-4-6
1
0.005085
162
171
333
3,520
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
claude-sonnet-4-6
1
0.003276
162
186
348
3,243
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
gpt-5.4
1
0.002205
144
123
267
4,961
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
glm-5
1
0.005551
140
1,813
1,953
44,440
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
kimi-k2.5
1
0.000399
145
137
282
5,936
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
MiniMax-M2.7
1
0.00584
149
1,897
2,046
29,591
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
Qwen3-Max
1
0.000269
159
156
315
5,695
token_log_pricing
dim1_bcb_BigCodeBench/974
probing
train
code_generation
qwen3.5-plus
1
0.002016
155
3,029
3,184
57,271
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
claude-opus-4-6
0
0.00827
49
321
370
5,997
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
claude-sonnet-4-6
0
0.013872
49
915
964
12,472
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
gpt-5.4
0
0.0008
50
45
95
3,133
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
glm-5
0
0.010484
47
3,482
3,529
86,728
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
kimi-k2.5
0
0.000424
52
146
198
8,073
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
MiniMax-M2.7
0
0.001869
57
604
661
8,313
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
Qwen3-Max
0
0.000269
159
156
315
3,592
token_log_pricing
dim1_mbpp_20
probing
train
code_generation
qwen3.5-plus
0
0.002763
56
4,177
4,233
82,657
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
claude-opus-4-6
1
0.002555
131
76
207
2,534
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
claude-sonnet-4-6
1
0.001533
131
76
207
2,261
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
gpt-5.4
1
0.001383
121
72
193
2,739
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
glm-5
1
0.001563
116
490
606
11,869
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
kimi-k2.5
1
0.000201
124
69
193
3,860
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
MiniMax-M2.7
1
0.001895
128
589
717
24,675
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
Qwen3-Max
1
0.000269
159
156
315
7,882
token_log_pricing
dim1_humaneval_HumanEval_61
probing
train
code_generation
qwen3.5-plus
1
0.000689
134
1,021
1,155
17,867
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
claude-opus-4-6
1
0.0027
50
98
148
2,725
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
claude-sonnet-4-6
1
0.00849
50
556
606
7,937
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
gpt-5.4
0
0.001358
51
82
133
2,346
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
glm-5
0
0.001853
47
605
652
15,252
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
kimi-k2.5
0
0.000183
53
63
116
3,023
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
MiniMax-M2.7
0
0.001567
58
503
561
7,626
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
Qwen3-Max
0
0.000269
159
156
315
2,445
token_log_pricing
dim1_mbpp_69
probing
train
code_generation
qwen3.5-plus
0
0.002401
56
3,628
3,684
66,426
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
claude-opus-4-6
0
0.010565
143
394
537
6,082
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
claude-sonnet-4-6
0
0.008019
143
506
649
7,126
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
gpt-5.4
0
0.004575
126
284
410
7,245
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
glm-5
0
0.00653
122
2,144
2,266
55,362
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
kimi-k2.5
0
0.000851
127
293
420
15,573
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
MiniMax-M2.7
0
0.003322
133
1,063
1,196
15,498
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
Qwen3-Max
0
0.000269
159
156
315
13,853
token_log_pricing
dim1_bcb_BigCodeBench/574
probing
train
code_generation
qwen3.5-plus
0
0.000522
138
768
906
13,685
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
claude-opus-4-6
0
0.004195
44
159
203
4,400
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
claude-sonnet-4-6
0
0.007227
44
473
517
6,586
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
gpt-5.4
0
0.000893
45
52
97
2,266
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
glm-5
0
0.004015
42
1,327
1,369
32,474
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
kimi-k2.5
0
0.000232
47
80
127
4,445
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
MiniMax-M2.7
0
0.000874
52
274
326
3,163
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
Qwen3-Max
0
0.000269
159
156
315
2,884
token_log_pricing
dim1_mbpp_618
probing
val
code_generation
qwen3.5-plus
0
0.003189
51
4,824
4,875
87,065
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
claude-opus-4-6
0
0.00292
139
89
228
2,756
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
claude-sonnet-4-6
0
0.001797
139
92
231
2,278
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
gpt-5.4
0
0.00138
126
71
197
2,981
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
glm-5
0
0.002912
122
938
1,060
23,840
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
kimi-k2.5
0
0.000216
127
74
201
4,289
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
MiniMax-M2.7
0
0.002277
132
715
847
9,171
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
Qwen3-Max
0
0.000269
159
156
315
4,072
token_log_pricing
dim1_bcb_BigCodeBench/690
probing
train
code_generation
qwen3.5-plus
0
0.000663
139
981
1,120
16,475
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
claude-opus-4-6
0
0.00172
54
58
112
2,667
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
claude-sonnet-4-6
0
0.005097
54
329
383
5,415
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
gpt-5.4
0
0.000783
55
43
98
3,430
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
glm-5
0
0.002142
52
700
752
23,503
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
kimi-k2.5
0
0.00045
57
155
212
8,202
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
MiniMax-M2.7
0
0.000584
62
174
236
3,217
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
Qwen3-Max
0
0.000269
159
156
315
2,564
token_log_pricing
dim1_mbpp_731
probing
train
code_generation
qwen3.5-plus
0
0.000708
61
1,063
1,124
21,767
token_log_pricing
dim1_humaneval_HumanEval_54
probing
val
code_generation
claude-opus-4-6
1
0.002
215
37
252
2,109
token_log_pricing
dim1_humaneval_HumanEval_54
probing
val
code_generation
claude-sonnet-4-6
1
0.0012
215
37
252
2,068
token_log_pricing
dim1_humaneval_HumanEval_54
probing
val
code_generation
gpt-5.4
1
0.0009
168
32
200
2,551
token_log_pricing
dim1_humaneval_HumanEval_54
probing
val
code_generation
glm-5
1
0.001751
167
539
706
16,883
token_log_pricing