Round score
0.1088
weighted tier speedup after failure cap and deduction
Eligible requests
31
trusted baseline exclusions removed
Failed eligible requests
6
each request counted once
Raw weighted speedup
+12.82%
before failure cap and deduction
Raw weighted speedup
Eligible speedup
Request failures cap speed credit at zero: min(0.128153, 0) = 0.128153. Negative speedups remain negative.
Failed requests
Deduction
Final score
Each duration is the median across repetitions, from the group start until the tier's last request finishes. This includes client queueing. Weighted speedup = sum of weight × (1 − candidate / baseline).
| Input tier | Eligible requests | Weight | Baseline | Candidate | Speedup | Contribution |
|---|---|---|---|---|---|---|
The round score uses weighted completion times for all eligible work in each tier. Per-request speedups below are diagnostics, not score contributions. Only trusted baseline exclusions are removed; candidate failures remain in the eligible count and incur the configured failure penalty.
31 prompts
| Prompt | Diagnostic speedup | Baseline | Candidate | Aligned output | Diagnostic / failure |
|---|---|---|---|---|---|
| hf-011 | — | — | — | 3000 | Per-token timing unavailable (not a request failure) |
| hf-002 | — | — | — | 2239 | Per-token timing unavailable (not a request failure) |
| hf-014 | — | — | — |
31 requests
| Request | TTFT | Total | Tokens | Slowest gap | Stream |
|---|---|---|---|---|---|
| hf-000 | 1.670s | 80.669s | 5120 | 1.885s | 1313 gaps for 5120 tokens |
| hf-001 | 3.456s | 64.833s | 2861 | 72.88ms | 993 gaps for 2861 tokens |
| hf-002 | 3.449s | 87.008s |
Occupied client slots include protocol completion and final drain. Mean occupancy is weighted by elapsed time; it can be below the requested cap.
| Repetition | Group start | Requested | Effective cap | Peak | Mean |
|---|---|---|---|---|---|
| 1 | 0.000s | C32 | 31 | 31 | 24.69 |
| 2 | 0.000s | C32 | 31 | 31 | 26.51 |
| 3 | 0.000s | C32 | 31 | 31 | 23.70 |
Each latency-median response is compared with the lowest valid opening-baseline ratio for the same prompt. Drops above the recorded limit fail; absolute checks also apply. These checks detect repetition, not overall writing quality.
| Prompt | Candidate char-16 |
|---|
| 16k |
|---|
| 7 |
| 25% |
| 120.918s |
| 95.428s |
| +21.08% |
| +5.27% |
| 32k | 8 | 25% | 118.386s | 103.828s | +12.30% | +3.07% |
|---|
| 64k | 8 | 25% | 120.743s | 94.601s | +21.65% | +5.41% |
|---|
| 128k | 8 | 25% | 122.960s | 127.593s | -3.77% | -0.94% |
|---|
| 4391 |
| Per-token timing unavailable (not a request failure) |
| hf-024 | — | — | — | 3449 | Per-token timing unavailable (not a request failure) |
| hf-008 | — | — | — | 4475 | Per-token timing unavailable (not a request failure) |
| hf-010 | — | — | — | 4559 | Per-token timing unavailable (not a request failure) |
| hf-016 | — | — | — | 4076 | Per-token timing unavailable (not a request failure) |
| hf-012 | — | — | — | 3963 | candidate output below tolerance |
| hf-004 | — | — | — | 4312 | Per-token timing unavailable (not a request failure) |
| hf-015 | — | — | — | 4464 | Per-token timing unavailable (not a request failure) |
| hf-018 | — | — | — | 3443 | Per-token timing unavailable (not a request failure) |
| hf-022 | — | — | — | 3113 | candidate output below tolerance |
| hf-006 | — | — | — | 5115 | Per-token timing unavailable (not a request failure) |
| hf-009 | — | — | — | 3515 | Per-token timing unavailable (not a request failure) |
| hf-023 | — | — | — | 3882 | Per-token timing unavailable (not a request failure) |
| hf-013 | — | — | — | 3390 | Per-token timing unavailable (not a request failure) |
| hf-003 | — | — | — | 4162 | Per-token timing unavailable (not a request failure) |
| hf-001 | — | — | — | 2861 | candidate output below tolerance |
| hf-021 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-007 | — | — | — | 2722 | candidate output below tolerance |
| hf-000 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-029 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-005 | — | — | — | 3837 | candidate output below tolerance |
| hf-019 | — | — | — | 3736 | Per-token timing unavailable (not a request failure) |
| hf-017 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-025 | — | — | — | 4633 | Per-token timing unavailable (not a request failure) |
| hf-027 | — | — | — | 3944 | candidate output below tolerance |
| hf-031 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-020 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-030 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-028 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| 3414 |
| 75.31ms |
| 1400 gaps for 3414 tokens |
| hf-003 | 3.424s | 75.390s | 4907 | 126.63ms | 1196 gaps for 4907 tokens |
| hf-004 | 3.573s | 82.781s | 4312 | 72.26ms | 1302 gaps for 4312 tokens |
| hf-005 | 3.556s | 78.679s | 3837 | 72.69ms | 1214 gaps for 3837 tokens |
| hf-006 | 3.570s | 75.183s | 5115 | 73.14ms | 1149 gaps for 5115 tokens |
| hf-007 | 3.558s | 56.429s | 2722 | 72.79ms | 843 gaps for 2722 tokens |
| hf-008 | 3.425s | 75.122s | 4475 | 71.76ms | 1164 gaps for 4475 tokens |
| hf-009 | 3.486s | 73.891s | 3515 | 71.28ms | 1166 gaps for 3515 tokens |
| hf-010 | 3.477s | 85.779s | 4753 | 78.87ms | 1468 gaps for 4753 tokens |
| hf-011 | 3.412s | 85.091s | 3429 | 132.74ms | 1441 gaps for 3429 tokens |
| hf-012 | 3.556s | 80.050s | 3963 | 71.73ms | 1243 gaps for 3963 tokens |
| hf-013 | 3.548s | 82.686s | 5120 | 73.67ms | 1301 gaps for 5120 tokens |
| hf-014 | 3.410s | 87.241s | 5120 | 73.52ms | 1408 gaps for 5120 tokens |
| hf-015 | 3.448s | 95.089s | 4976 | 74.52ms | 1671 gaps for 4976 tokens |
| hf-016 | 3.449s | 69.623s | 4647 | 71.94ms | 1088 gaps for 4647 tokens |
| hf-017 | 3.403s | 74.335s | 5120 | 71.79ms | 1151 gaps for 5120 tokens |
| hf-018 | 3.390s | 82.345s | 5120 | 70.60ms | 1298 gaps for 5120 tokens |
| hf-019 | 3.431s | 75.242s | 3736 | 71.67ms | 1166 gaps for 3736 tokens |
| hf-020 | 3.427s | 71.522s | 5120 | 72.99ms | 1104 gaps for 5120 tokens |
| hf-021 | 3.526s | 86.132s | 5120 | 75.66ms | 1394 gaps for 5120 tokens |
| hf-022 | 3.558s | 86.635s | 3113 | 72.36ms | 1410 gaps for 3113 tokens |
| hf-023 | 3.437s | 86.941s | 3882 | 73.62ms | 1399 gaps for 3882 tokens |
| hf-024 | 3.454s | 73.420s | 4200 | 71.71ms | 1157 gaps for 4200 tokens |
| hf-025 | 3.426s | 82.035s | 5120 | 73.14ms | 1291 gaps for 5120 tokens |
| hf-027 | 3.448s | 68.318s | 3944 | 72.19ms | 1066 gaps for 3944 tokens |
| hf-028 | 3.547s | 77.491s | 5120 | 73.56ms | 1191 gaps for 5120 tokens |
| hf-029 | 3.542s | 83.579s | 5120 | 71.71ms | 1323 gaps for 5120 tokens |
| hf-030 | 3.528s | 74.722s | 5120 | 73.09ms | 1142 gaps for 5120 tokens |
| hf-031 | 3.426s | 84.703s | 5120 | 72.81ms | 1431 gaps for 5120 tokens |
| Baseline char-16 |
|---|
| Drop |
|---|
| Limit |
|---|
| Result |
|---|
| hf-000 | 0.6890 | 0.6388 | -0.0502 | 0.1000 | Passed |
| hf-001 | 0.9201 | 0.7296 | -0.1905 | 0.1000 | Passed |
| hf-002 | 0.9312 | 0.9361 | 0.0049 | 0.1000 | Passed |
| hf-003 | 0.7027 | 0.7174 | 0.0147 | 0.1000 | Passed |
| hf-004 | 0.7949 | 0.8013 | 0.0064 | 0.1000 | Passed |
| hf-005 | 0.8572 | 0.6697 | -0.1876 | 0.1000 | Passed |
| hf-006 | 0.7365 | 0.6384 | -0.0981 | 0.1000 | Passed |
| hf-007 | 0.8269 | 0.7552 | -0.0717 | 0.1000 | Passed |
| hf-008 | 0.8008 | 0.8194 | 0.0186 | 0.1000 | Passed |
| hf-009 | 0.9010 | 0.8994 | -0.0016 | 0.1000 | Passed |
| hf-010 | 0.8484 | 0.6767 | -0.1717 | 0.1000 | Passed |
| hf-011 | 0.9859 | 0.8140 | -0.1719 | 0.1000 | Passed |
| hf-012 | 0.8024 | 0.7565 | -0.0459 | 0.1000 | Passed |
| hf-013 | 0.7708 | 0.9176 | 0.1468 | 0.1000 | Failed distinct 16-gram ratio 0.771 is more than 0.10 below baseline 0.918 over 22863 chars |
| hf-014 | 0.7763 | 0.8834 | 0.1071 | 0.1000 | Failed distinct 16-gram ratio 0.776 is more than 0.10 below baseline 0.883 over 24266 chars |
| hf-015 | 0.8083 | 0.7942 | -0.0140 | 0.1000 | Passed |
| hf-016 | 0.9187 | 0.8334 | -0.0853 | 0.1000 | Passed |
| hf-017 | 0.6909 | 0.7593 | 0.0684 | 0.1000 | Passed |
| hf-018 | 0.7751 | 0.8888 | 0.1137 | 0.1000 | Failed distinct 16-gram ratio 0.775 is more than 0.10 below baseline 0.889 over 21308 chars |
| hf-019 | 0.8649 | 0.7306 | -0.1343 | 0.1000 | Passed |
| hf-020 | 0.6504 | 0.5574 | -0.0930 | 0.1000 | Passed |
| hf-021 | 0.8314 | 0.7405 | -0.0909 | 0.1000 | Passed |
| hf-022 | 0.9667 | 0.7670 | -0.1997 | 0.1000 | Passed |
| hf-023 | 0.9678 | 0.8767 | -0.0910 | 0.1000 | Passed |
| hf-024 | 0.7350 | 0.6588 | -0.0762 | 0.1000 | Passed |
| hf-025 | 0.8417 | 0.8808 | 0.0391 | 0.1000 | Passed |
| hf-027 | 0.8339 | 0.6940 | -0.1400 | 0.1000 | Passed |
| hf-028 | 0.6888 | 0.6719 | -0.0169 | 0.1000 | Passed |
| hf-029 | 0.7837 | 0.7355 | -0.0482 | 0.1000 | Passed |
| hf-030 | 0.7417 | 0.7141 | -0.0275 | 0.1000 | Passed |
| hf-031 | 0.8212 | 0.5707 | -0.2505 | 0.1000 | Passed |
Actual settings for each measured request. Each prompt keeps its temperature across repetitions and engines. Generation uses seed 0 throughout qualification, warmups and measured repetitions; fixed settings do not guarantee identical output text.
| Prompt | Repetition | Temperature | Top p | Seed |
|---|---|---|---|---|
| hf-009 | 1 | 1.009705 | 1 | 0 |
| hf-016 | 1 | 0.724321 | 1 | 0 |
| hf-001 | 1 | 0.143471 | 1 | 0 |
| hf-003 | 1 | 0.313504 | 1 | 0 |
| hf-000 | 1 | 0.567334 | 1 | 0 |
| hf-020 | 1 | 0.245154 | 1 | 0 |
| hf-017 | 1 | 0.397818 | 1 | 0 |
| hf-008 | 1 | 0.612374 | 1 | 0 |
| hf-019 | 1 | 0.460991 | 1 | 0 |
| hf-028 | 1 | 0.243526 | 1 | 0 |
| hf-027 | 1 | 0.44245 | 1 | 0 |
| hf-011 | 1 | 0.76435 | 1 | 0 |
| hf-025 | 1 | 0.397412 | 1 | 0 |
| hf-012 | 1 | 0.511421 | 1 | 0 |
| hf-006 | 1 | 0.832691 | 1 | 0 |
| hf-018 | 1 | 0.72616 | 1 | 0 |
| hf-005 | 1 | 0.528863 | 1 | 0 |
| hf-030 | 1 | 0.321942 | 1 | 0 |
| hf-007 | 1 | 0.251762 | 1 | 0 |
| hf-031 | 1 | 0.506728 | 1 | 0 |
| hf-023 | 1 | 0.446593 | 1 | 0 |
| hf-002 | 1 | 0.440527 | 1 | 0 |
| hf-010 | 1 | 0.782959 | 1 | 0 |
| hf-014 | 1 | 0.91642 | 1 | 0 |
| hf-029 | 1 | 0.498641 | 1 | 0 |
| hf-021 | 1 | 0.56603 | 1 | 0 |
| hf-004 | 1 | 0.816071 | 1 | 0 |
| hf-013 | 1 | 0.321389 | 1 | 0 |
| hf-015 | 1 | 0.992364 | 1 | 0 |
| hf-024 | 1 | 0.897191 | 1 | 0 |
| hf-022 | 1 | 0.90875 | 1 | 0 |
| hf-007 | 2 | 0.251762 | 1 | 0 |
| hf-027 | 2 | 0.44245 | 1 | 0 |
| hf-024 | 2 | 0.897191 | 1 | 0 |
| hf-019 | 2 | 0.460991 | 1 | 0 |
| hf-001 | 2 | 0.143471 | 1 | 0 |
| hf-010 | 2 | 0.782959 | 1 | 0 |
| hf-030 | 2 | 0.321942 | 1 | 0 |
| hf-006 | 2 | 0.832691 | 1 | 0 |
| hf-020 | 2 | 0.245154 | 1 | 0 |
| hf-031 | 2 | 0.506728 | 1 | 0 |
| hf-003 | 2 | 0.313504 | 1 | 0 |
| hf-008 | 2 | 0.612374 | 1 | 0 |
| hf-028 | 2 | 0.243526 | 1 | 0 |
| hf-005 | 2 | 0.528863 | 1 | 0 |
| hf-016 | 2 | 0.724321 | 1 | 0 |
| hf-014 | 2 | 0.91642 | 1 | 0 |
| hf-015 | 2 | 0.992364 | 1 | 0 |
| hf-012 | 2 | 0.511421 | 1 | 0 |
| hf-017 | 2 | 0.397818 | 1 | 0 |
| hf-013 | 2 | 0.321389 | 1 | 0 |
| hf-004 | 2 | 0.816071 | 1 | 0 |
| hf-029 | 2 | 0.498641 | 1 | 0 |
| hf-018 | 2 | 0.72616 | 1 | 0 |
| hf-025 | 2 | 0.397412 | 1 | 0 |
| hf-000 | 2 | 0.567334 | 1 | 0 |
| hf-002 | 2 | 0.440527 | 1 | 0 |
| hf-021 | 2 | 0.56603 | 1 | 0 |
| hf-022 | 2 | 0.90875 | 1 | 0 |
| hf-011 | 2 | 0.76435 | 1 | 0 |
| hf-009 | 2 | 1.009705 | 1 | 0 |
| hf-023 | 2 | 0.446593 | 1 | 0 |
| hf-025 | 3 | 0.397412 | 1 | 0 |
| hf-007 | 3 | 0.251762 | 1 | 0 |
| hf-021 | 3 | 0.56603 | 1 | 0 |
| hf-001 | 3 | 0.143471 | 1 | 0 |
| hf-006 | 3 | 0.832691 | 1 | 0 |
| hf-027 | 3 | 0.44245 | 1 | 0 |
| hf-016 | 3 | 0.724321 | 1 | 0 |
| hf-020 | 3 | 0.245154 | 1 | 0 |
| hf-005 | 3 | 0.528863 | 1 | 0 |
| hf-017 | 3 | 0.397818 | 1 | 0 |
| hf-008 | 3 | 0.612374 | 1 | 0 |
| hf-023 | 3 | 0.446593 | 1 | 0 |
| hf-024 | 3 | 0.897191 | 1 | 0 |
| hf-009 | 3 | 1.009705 | 1 | 0 |
| hf-030 | 3 | 0.321942 | 1 | 0 |
| hf-022 | 3 | 0.90875 | 1 | 0 |
| hf-003 | 3 | 0.313504 | 1 | 0 |
| hf-012 | 3 | 0.511421 | 1 | 0 |
| hf-013 | 3 | 0.321389 | 1 | 0 |
| hf-019 | 3 | 0.460991 | 1 | 0 |
| hf-018 | 3 | 0.72616 | 1 | 0 |
| hf-000 | 3 | 0.567334 | 1 | 0 |
| hf-029 | 3 | 0.498641 | 1 | 0 |
| hf-028 | 3 | 0.243526 | 1 | 0 |
| hf-004 | 3 | 0.816071 | 1 | 0 |
| hf-031 | 3 | 0.506728 | 1 | 0 |
| hf-011 | 3 | 0.76435 | 1 | 0 |
| hf-010 | 3 | 0.782959 | 1 | 0 |
| hf-014 | 3 | 0.91642 | 1 | 0 |
| hf-002 | 3 | 0.440527 | 1 | 0 |
| hf-015 | 3 | 0.992364 | 1 | 0 |
verdict
evidence
min logprob
num prompts
mean logprob
coverage ratio
quantile logprob
num positions scored
role
evidence
request concurrency
requests per s
sla goodput ratio
output tokens per s
p99 e2e ms rel range
p99 itl ms rel range
p99 ttft ms rel range
tier completion max rel range
Image digest
Patch hash