Round score
-0.0185
weighted tier speedup after failure cap and deduction
Eligible requests
29
trusted baseline exclusions removed
Failed eligible requests
8
each request counted once
Raw weighted speedup
+0.91%
before failure cap and deduction
Raw weighted speedup
Eligible speedup
Request failures cap speed credit at zero: min(0.009117, 0) = 0.009117. 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.
29 prompts
| Prompt | Diagnostic speedup | Baseline | Candidate | Aligned output | Diagnostic / failure |
|---|---|---|---|---|---|
| hf-001 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-030 | — | — | — | 3262 | Per-token timing unavailable (not a request failure) |
| hf-022 | — | — | — |
29 requests
| Request | TTFT | Total | Tokens | Slowest gap | Stream |
|---|---|---|---|---|---|
| hf-000 | 859.43ms | 29.416s | 1921 | 1.062s | 674 gaps for 1921 tokens |
| hf-001 | 1.954s | 107.533s | 5120 | 54.48ms | 2952 gaps for 5120 tokens |
| hf-002 | 1.857s | 106.031s |
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 | 29 | 29 | 21.74 |
| 2 | 0.000s | C32 | 29 | 29 | 21.82 |
| 3 | 0.000s | C32 | 29 | 29 | 21.68 |
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 |
|---|
| 8 |
| 25% |
| 121.650s |
| 125.703s |
| -3.33% |
| -0.83% |
| 32k | 8 | 25% | 116.561s | 110.665s | +5.06% | +1.26% |
|---|
| 64k | 7 | 25% | 121.318s | 121.203s | +0.10% | +0.02% |
|---|
| 128k | 6 | 25% | 120.339s | 118.143s | +1.83% | +0.46% |
|---|
| 4240 |
| Per-token timing unavailable (not a request failure) |
| hf-006 | — | — | — | 3326 | Per-token timing unavailable (not a request failure) |
| hf-027 | — | — | — | 3420 | Per-token timing unavailable (not a request failure) |
| hf-017 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-016 | — | — | — | 3675 | candidate output below tolerance |
| hf-013 | — | — | — | 4685 | Per-token timing unavailable (not a request failure) |
| hf-000 | — | — | — | 1921 | candidate output below tolerance |
| hf-021 | — | — | — | 2695 | candidate output below tolerance |
| hf-020 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-003 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-005 | — | — | — | 3472 | Per-token timing unavailable (not a request failure) |
| hf-011 | — | — | — | 4306 | Per-token timing unavailable (not a request failure) |
| hf-029 | — | — | — | 4311 | candidate output below tolerance |
| hf-009 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-018 | — | — | — | 4388 | candidate output below tolerance |
| hf-019 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-002 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-007 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-023 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-028 | — | — | — | 2500 | candidate output below tolerance |
| hf-012 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-026 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-010 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-025 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-031 | — | — | — | 2681 | candidate output below tolerance |
| hf-014 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-024 | — | — | — | 2862 | candidate output below tolerance |
| 5120 |
| 58.36ms |
| 2798 gaps for 5120 tokens |
| hf-003 | 1.854s | 75.964s | 5120 | 57.62ms | 1887 gaps for 5120 tokens |
| hf-005 | 3.080s | 82.407s | 5120 | 45.31ms | 2071 gaps for 5120 tokens |
| hf-006 | 1.949s | 74.232s | 5120 | 54.77ms | 1862 gaps for 5120 tokens |
| hf-007 | 1.859s | 110.658s | 5120 | 57.34ms | 3016 gaps for 5120 tokens |
| hf-009 | 1.947s | 95.483s | 5120 | 53.93ms | 2513 gaps for 5120 tokens |
| hf-010 | 1.951s | 110.485s | 5120 | 55.58ms | 3102 gaps for 5120 tokens |
| hf-011 | 1.964s | 93.372s | 5120 | 45.52ms | 2441 gaps for 5120 tokens |
| hf-012 | 1.853s | 113.053s | 5120 | 57.39ms | 3215 gaps for 5120 tokens |
| hf-013 | 3.076s | 75.994s | 4685 | 45.34ms | 1882 gaps for 4685 tokens |
| hf-014 | 1.948s | 111.517s | 5120 | 53.87ms | 3186 gaps for 5120 tokens |
| hf-016 | 3.078s | 56.316s | 3675 | 45.33ms | 1347 gaps for 3675 tokens |
| hf-017 | 1.873s | 81.707s | 5120 | 46.58ms | 2059 gaps for 5120 tokens |
| hf-018 | 1.874s | 104.860s | 4388 | 46.66ms | 2757 gaps for 4388 tokens |
| hf-019 | 1.872s | 111.100s | 5120 | 46.58ms | 3048 gaps for 5120 tokens |
| hf-020 | 3.075s | 76.421s | 5120 | 45.34ms | 1894 gaps for 5120 tokens |
| hf-021 | 1.960s | 62.241s | 2695 | 46.53ms | 1527 gaps for 2695 tokens |
| hf-022 | 1.876s | 75.352s | 5120 | 46.46ms | 1870 gaps for 5120 tokens |
| hf-023 | 3.070s | 106.789s | 5120 | 46.19ms | 2799 gaps for 5120 tokens |
| hf-024 | 1.867s | 67.441s | 2862 | 46.59ms | 1655 gaps for 2862 tokens |
| hf-025 | 1.953s | 108.967s | 5120 | 46.23ms | 3018 gaps for 5120 tokens |
| hf-026 | 1.953s | 107.061s | 5120 | 46.33ms | 2933 gaps for 5120 tokens |
| hf-027 | 1.951s | 60.623s | 3593 | 46.23ms | 1484 gaps for 3593 tokens |
| hf-028 | 1.959s | 62.711s | 2500 | 46.42ms | 1540 gaps for 2500 tokens |
| hf-029 | 1.866s | 100.634s | 4311 | 46.59ms | 2611 gaps for 4311 tokens |
| hf-030 | 1.865s | 97.964s | 4598 | 46.59ms | 2535 gaps for 4598 tokens |
| hf-031 | 1.863s | 65.713s | 2681 | 46.59ms | 1609 gaps for 2681 tokens |
| Baseline char-16 |
|---|
| Drop |
|---|
| Limit |
|---|
| Result |
|---|
| hf-000 | 0.7843 | 0.6532 | -0.1310 | 0.1000 | Passed |
| hf-001 | 0.8809 | 0.7253 | -0.1556 | 0.1000 | Passed |
| hf-002 | 0.7179 | 0.6755 | -0.0424 | 0.1000 | Passed |
| hf-003 | 0.7273 | 0.6417 | -0.0856 | 0.1000 | Passed |
| hf-005 | 0.8335 | 0.8205 | -0.0130 | 0.1000 | Passed |
| hf-006 | 0.8027 | 0.9420 | 0.1393 | 0.1000 | Failed distinct 16-gram ratio 0.803 is more than 0.10 below baseline 0.942 over 21535 chars |
| hf-007 | 0.6684 | 0.5829 | -0.0855 | 0.1000 | Passed |
| hf-009 | 0.7296 | 0.7753 | 0.0457 | 0.1000 | Passed |
| hf-010 | 0.8541 | 0.7463 | -0.1078 | 0.1000 | Passed |
| hf-011 | 0.6885 | 0.6971 | 0.0086 | 0.1000 | Passed |
| hf-012 | 0.9696 | 0.7874 | -0.1822 | 0.1000 | Passed |
| hf-013 | 0.9073 | 0.8404 | -0.0669 | 0.1000 | Passed |
| hf-014 | 0.9057 | 0.7632 | -0.1425 | 0.1000 | Passed |
| hf-016 | 0.8614 | 0.8207 | -0.0407 | 0.1000 | Passed |
| hf-017 | 0.7707 | 0.7281 | -0.0426 | 0.1000 | Passed |
| hf-018 | 0.8046 | 0.6505 | -0.1542 | 0.1000 | Passed |
| hf-019 | 0.8187 | 0.7296 | -0.0891 | 0.1000 | Passed |
| hf-020 | 0.8031 | 0.8612 | 0.0581 | 0.1000 | Passed |
| hf-021 | 0.9659 | 0.7980 | -0.1679 | 0.1000 | Passed |
| hf-022 | 0.7715 | 0.8596 | 0.0881 | 0.1000 | Passed |
| hf-023 | 0.5254 | 0.7329 | 0.2074 | 0.1000 | Failed longest repeated span ratio 0.273 at or above harness ceiling over 21407 chars |
| hf-024 | 0.8298 | 0.7422 | -0.0875 | 0.1000 | Passed |
| hf-025 | 0.8072 | 0.7315 | -0.0757 | 0.1000 | Passed |
| hf-026 | 0.8361 | 0.8155 | -0.0206 | 0.1000 | Passed |
| hf-027 | 0.8236 | 0.5957 | -0.2279 | 0.1000 | Passed |
| hf-028 | 0.8752 | 0.7612 | -0.1139 | 0.1000 | Passed |
| hf-029 | 0.8302 | 0.7455 | -0.0847 | 0.1000 | Passed |
| hf-030 | 0.8227 | 0.8648 | 0.0420 | 0.1000 | Passed |
| hf-031 | 0.9000 | 0.8597 | -0.0402 | 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-000 | 1 | 0.101237 | 1 | 0 |
| hf-021 | 1 | 0.504238 | 1 | 0 |
| hf-031 | 1 | 0.106656 | 1 | 0 |
| hf-016 | 1 | 0.940146 | 1 | 0 |
| hf-017 | 1 | 0.913776 | 1 | 0 |
| hf-027 | 1 | 0.901469 | 1 | 0 |
| hf-011 | 1 | 0.548234 | 1 | 0 |
| hf-026 | 1 | 0.240206 | 1 | 0 |
| hf-013 | 1 | 0.726073 | 1 | 0 |
| hf-003 | 1 | 0.740817 | 1 | 0 |
| hf-020 | 1 | 0.921463 | 1 | 0 |
| hf-022 | 1 | 0.985248 | 1 | 0 |
| hf-005 | 1 | 0.760143 | 1 | 0 |
| hf-024 | 1 | 0.121643 | 1 | 0 |
| hf-006 | 1 | 0.8152 | 1 | 0 |
| hf-009 | 1 | 0.602937 | 1 | 0 |
| hf-018 | 1 | 0.221058 | 1 | 0 |
| hf-025 | 1 | 0.298822 | 1 | 0 |
| hf-030 | 1 | 0.476485 | 1 | 0 |
| hf-023 | 1 | 0.485263 | 1 | 0 |
| hf-002 | 1 | 0.426332 | 1 | 0 |
| hf-001 | 1 | 0.444844 | 1 | 0 |
| hf-007 | 1 | 0.412296 | 1 | 0 |
| hf-028 | 1 | 0.165048 | 1 | 0 |
| hf-029 | 1 | 0.316805 | 1 | 0 |
| hf-019 | 1 | 0.382532 | 1 | 0 |
| hf-014 | 1 | 0.248189 | 1 | 0 |
| hf-012 | 1 | 0.350242 | 1 | 0 |
| hf-010 | 1 | 0.319315 | 1 | 0 |
| hf-000 | 2 | 0.101237 | 1 | 0 |
| hf-010 | 2 | 0.319315 | 1 | 0 |
| hf-028 | 2 | 0.165048 | 1 | 0 |
| hf-027 | 2 | 0.901469 | 1 | 0 |
| hf-031 | 2 | 0.106656 | 1 | 0 |
| hf-024 | 2 | 0.121643 | 1 | 0 |
| hf-006 | 2 | 0.8152 | 1 | 0 |
| hf-016 | 2 | 0.940146 | 1 | 0 |
| hf-001 | 2 | 0.444844 | 1 | 0 |
| hf-022 | 2 | 0.985248 | 1 | 0 |
| hf-003 | 2 | 0.740817 | 1 | 0 |
| hf-020 | 2 | 0.921463 | 1 | 0 |
| hf-013 | 2 | 0.726073 | 1 | 0 |
| hf-017 | 2 | 0.913776 | 1 | 0 |
| hf-005 | 2 | 0.760143 | 1 | 0 |
| hf-030 | 2 | 0.476485 | 1 | 0 |
| hf-029 | 2 | 0.316805 | 1 | 0 |
| hf-011 | 2 | 0.548234 | 1 | 0 |
| hf-009 | 2 | 0.602937 | 1 | 0 |
| hf-018 | 2 | 0.221058 | 1 | 0 |
| hf-002 | 2 | 0.426332 | 1 | 0 |
| hf-023 | 2 | 0.485263 | 1 | 0 |
| hf-021 | 2 | 0.504238 | 1 | 0 |
| hf-026 | 2 | 0.240206 | 1 | 0 |
| hf-014 | 2 | 0.248189 | 1 | 0 |
| hf-025 | 2 | 0.298822 | 1 | 0 |
| hf-007 | 2 | 0.412296 | 1 | 0 |
| hf-019 | 2 | 0.382532 | 1 | 0 |
| hf-012 | 2 | 0.350242 | 1 | 0 |
| hf-000 | 3 | 0.101237 | 1 | 0 |
| hf-016 | 3 | 0.940146 | 1 | 0 |
| hf-020 | 3 | 0.921463 | 1 | 0 |
| hf-024 | 3 | 0.121643 | 1 | 0 |
| hf-030 | 3 | 0.476485 | 1 | 0 |
| hf-027 | 3 | 0.901469 | 1 | 0 |
| hf-021 | 3 | 0.504238 | 1 | 0 |
| hf-028 | 3 | 0.165048 | 1 | 0 |
| hf-013 | 3 | 0.726073 | 1 | 0 |
| hf-022 | 3 | 0.985248 | 1 | 0 |
| hf-006 | 3 | 0.8152 | 1 | 0 |
| hf-003 | 3 | 0.740817 | 1 | 0 |
| hf-005 | 3 | 0.760143 | 1 | 0 |
| hf-023 | 3 | 0.485263 | 1 | 0 |
| hf-029 | 3 | 0.316805 | 1 | 0 |
| hf-017 | 3 | 0.913776 | 1 | 0 |
| hf-012 | 3 | 0.350242 | 1 | 0 |
| hf-011 | 3 | 0.548234 | 1 | 0 |
| hf-031 | 3 | 0.106656 | 1 | 0 |
| hf-009 | 3 | 0.602937 | 1 | 0 |
| hf-007 | 3 | 0.412296 | 1 | 0 |
| hf-002 | 3 | 0.426332 | 1 | 0 |
| hf-026 | 3 | 0.240206 | 1 | 0 |
| hf-001 | 3 | 0.444844 | 1 | 0 |
| hf-025 | 3 | 0.298822 | 1 | 0 |
| hf-019 | 3 | 0.382532 | 1 | 0 |
| hf-010 | 3 | 0.319315 | 1 | 0 |
| hf-018 | 3 | 0.221058 | 1 | 0 |
| hf-014 | 3 | 0.248189 | 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