Round score
0.1914
weighted tier speedup after failure cap and deduction
Eligible requests
31
trusted baseline exclusions removed
Failed eligible requests
8
each request counted once
Raw weighted speedup
+21.73%
before failure cap and deduction
Raw weighted speedup
Eligible speedup
Request failures cap speed credit at zero: min(0.217253, 0) = 0.217253. 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-025 | — | — | — | 3713 | candidate output below tolerance |
| hf-016 | — | — | — | 3001 | Per-token timing unavailable (not a request failure) |
| hf-019 | — | — | — |
31 requests
| Request | TTFT | Total | Tokens | Slowest gap | Stream |
|---|---|---|---|---|---|
| hf-000 | 3.217s | 48.198s | 2622 | 51.21ms | 999 gaps for 2622 tokens |
| hf-001 | 2.082s | 78.310s | 3782 | 50.64ms | 1761 gaps for 3782 tokens |
| hf-002 | 3.214s | 74.175s |
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 | 25.63 |
| 2 | 0.000s | C32 | 31 | 31 | 24.16 |
| 3 | 0.000s | C32 | 31 | 31 | 26.79 |
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% |
| 114.051s |
| 81.643s |
| +28.42% |
| +7.10% |
| 32k | 8 | 25% | 115.376s | 89.073s | +22.80% | +5.70% |
|---|
| 64k | 8 | 25% | 114.916s | 83.624s | +27.23% | +6.81% |
|---|
| 128k | 8 | 25% | 112.531s | 103.014s | +8.46% | +2.11% |
|---|
| 2859 |
| candidate output below tolerance |
| hf-001 | — | — | — | 3083 | Per-token timing unavailable (not a request failure) |
| hf-009 | — | — | — | 4337 | candidate output below tolerance |
| hf-006 | — | — | — | 4711 | Per-token timing unavailable (not a request failure) |
| hf-020 | — | — | — | 3101 | Per-token timing unavailable (not a request failure) |
| hf-000 | — | — | — | 2622 | candidate output below tolerance |
| hf-017 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-012 | — | — | — | 4242 | Per-token timing unavailable (not a request failure) |
| hf-021 | — | — | — | 3778 | Per-token timing unavailable (not a request failure) |
| hf-023 | — | — | — | 4214 | Per-token timing unavailable (not a request failure) |
| hf-029 | — | — | — | 3808 | candidate output below tolerance |
| hf-022 | — | — | — | 3523 | Per-token timing unavailable (not a request failure) |
| hf-027 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-018 | — | — | — | 4003 | candidate output below tolerance |
| hf-024 | — | — | — | 4756 | Per-token timing unavailable (not a request failure) |
| hf-004 | — | — | — | 3062 | Per-token timing unavailable (not a request failure) |
| hf-002 | — | — | — | 4136 | Per-token timing unavailable (not a request failure) |
| hf-026 | — | — | — | 4684 | Per-token timing unavailable (not a request failure) |
| hf-005 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-007 | — | — | — | 4484 | candidate output below tolerance |
| hf-031 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-015 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-013 | — | — | — | 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) |
| hf-011 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-003 | — | — | — | 3968 | Per-token timing unavailable (not a request failure) |
| hf-014 | — | — | — | 4443 | Per-token timing unavailable (not a request failure) |
| hf-010 | — | — | — | 3407 | candidate output below tolerance |
| 5120 |
| 51.21ms |
| 1625 gaps for 5120 tokens |
| hf-003 | 962.59ms | 73.565s | 4903 | 1.112s | 1614 gaps for 4903 tokens |
| hf-004 | 2.081s | 72.363s | 3424 | 50.64ms | 1572 gaps for 3424 tokens |
| hf-005 | 3.211s | 78.098s | 5120 | 51.22ms | 1777 gaps for 5120 tokens |
| hf-006 | 2.031s | 78.165s | 4711 | 54.56ms | 1771 gaps for 4711 tokens |
| hf-007 | 2.027s | 72.921s | 4484 | 54.06ms | 1596 gaps for 4484 tokens |
| hf-009 | 3.209s | 73.792s | 4337 | 51.22ms | 1614 gaps for 4337 tokens |
| hf-010 | 2.031s | 62.370s | 3407 | 53.45ms | 1333 gaps for 3407 tokens |
| hf-011 | 3.211s | 76.099s | 5120 | 51.22ms | 1692 gaps for 5120 tokens |
| hf-012 | 2.029s | 81.064s | 4304 | 53.95ms | 1949 gaps for 4304 tokens |
| hf-013 | 2.074s | 77.066s | 5120 | 50.60ms | 1715 gaps for 5120 tokens |
| hf-014 | 3.212s | 73.962s | 5120 | 51.21ms | 1619 gaps for 5120 tokens |
| hf-015 | 2.032s | 73.282s | 5120 | 54.29ms | 1606 gaps for 5120 tokens |
| hf-016 | 2.025s | 50.377s | 3001 | 50.16ms | 1063 gaps for 3001 tokens |
| hf-017 | 2.075s | 79.413s | 5120 | 50.63ms | 1812 gaps for 5120 tokens |
| hf-018 | 2.078s | 68.214s | 4003 | 50.67ms | 1469 gaps for 4003 tokens |
| hf-019 | 2.067s | 48.698s | 2859 | 50.65ms | 1027 gaps for 2859 tokens |
| hf-020 | 2.071s | 66.966s | 3228 | 50.69ms | 1439 gaps for 3228 tokens |
| hf-021 | 2.070s | 73.048s | 5120 | 50.65ms | 1591 gaps for 5120 tokens |
| hf-022 | 2.031s | 75.666s | 4942 | 54.11ms | 1677 gaps for 4942 tokens |
| hf-023 | 2.020s | 79.990s | 5120 | 53.92ms | 1872 gaps for 5120 tokens |
| hf-024 | 2.066s | 74.858s | 4756 | 50.65ms | 1644 gaps for 4756 tokens |
| hf-025 | 2.021s | 65.116s | 3713 | 53.92ms | 1400 gaps for 3713 tokens |
| hf-026 | 2.071s | 72.606s | 4684 | 50.69ms | 1579 gaps for 4684 tokens |
| hf-027 | 2.066s | 69.882s | 5120 | 50.65ms | 1510 gaps for 5120 tokens |
| hf-028 | 3.198s | 75.374s | 5120 | 51.21ms | 1666 gaps for 5120 tokens |
| hf-029 | 2.030s | 64.000s | 3808 | 50.68ms | 1369 gaps for 3808 tokens |
| hf-030 | 2.032s | 75.911s | 5120 | 50.65ms | 1677 gaps for 5120 tokens |
| hf-031 | 2.014s | 75.422s | 5120 | 53.95ms | 1670 gaps for 5120 tokens |
| Baseline char-16 |
|---|
| Drop |
|---|
| Limit |
|---|
| Result |
|---|
| hf-000 | 0.9450 | 0.8349 | -0.1101 | 0.1000 | Passed |
| hf-001 | 0.9717 | 0.9675 | -0.0042 | 0.1000 | Passed |
| hf-002 | 0.6630 | 0.8724 | 0.2094 | 0.1000 | Failed distinct 16-gram ratio 0.663 is more than 0.10 below baseline 0.872 over 21514 chars |
| hf-003 | 0.7539 | 0.6893 | -0.0646 | 0.1000 | Passed |
| hf-004 | 0.9863 | 0.8909 | -0.0954 | 0.1000 | Passed |
| hf-005 | 0.8503 | 0.7822 | -0.0681 | 0.1000 | Passed |
| hf-006 | 0.8727 | 0.5629 | -0.3099 | 0.1000 | Passed |
| hf-007 | 0.8710 | 0.7446 | -0.1264 | 0.1000 | Passed |
| hf-009 | 0.9221 | 0.8359 | -0.0862 | 0.1000 | Passed |
| hf-010 | 0.8721 | 0.7058 | -0.1663 | 0.1000 | Passed |
| hf-011 | 0.9321 | 0.8447 | -0.0874 | 0.1000 | Passed |
| hf-012 | 0.9207 | 0.7309 | -0.1898 | 0.1000 | Passed |
| hf-013 | 0.8836 | 0.8118 | -0.0718 | 0.1000 | Passed |
| hf-014 | 0.6956 | 0.7324 | 0.0368 | 0.1000 | Passed |
| hf-015 | 0.7707 | 0.8284 | 0.0577 | 0.1000 | Passed |
| hf-016 | 0.8662 | 0.6848 | -0.1814 | 0.1000 | Passed |
| hf-017 | 0.8988 | 0.8503 | -0.0485 | 0.1000 | Passed |
| hf-018 | 0.8935 | 0.7754 | -0.1181 | 0.1000 | Passed |
| hf-019 | 0.8470 | 0.7449 | -0.1021 | 0.1000 | Passed |
| hf-020 | 0.9388 | 0.9516 | 0.0128 | 0.1000 | Passed |
| hf-021 | 0.6893 | 0.8648 | 0.1755 | 0.1000 | Failed distinct 16-gram ratio 0.689 is more than 0.10 below baseline 0.865 over 23498 chars |
| hf-022 | 0.8467 | 0.8203 | -0.0264 | 0.1000 | Passed |
| hf-023 | 0.8801 | 0.7202 | -0.1598 | 0.1000 | Passed |
| hf-024 | 0.7924 | 0.6893 | -0.1031 | 0.1000 | Passed |
| hf-025 | 0.9513 | 0.9327 | -0.0187 | 0.1000 | Passed |
| hf-026 | 0.8545 | 0.7746 | -0.0799 | 0.1000 | Passed |
| hf-027 | 0.5609 | 0.6934 | 0.1325 | 0.1000 | Failed distinct 16-gram ratio 0.561 is more than 0.10 below baseline 0.693 over 25422 chars |
| hf-028 | 0.7302 | 0.6553 | -0.0749 | 0.1000 | Passed |
| hf-029 | 0.8644 | 0.6717 | -0.1927 | 0.1000 | Passed |
| hf-030 | 0.8013 | 0.7808 | -0.0205 | 0.1000 | Passed |
| hf-031 | 0.7645 | 0.7712 | 0.0067 | 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-026 | 1 | 0.634191 | 1 | 0 |
| hf-025 | 1 | 0.985364 | 1 | 0 |
| hf-018 | 1 | 0.582993 | 1 | 0 |
| hf-019 | 1 | 0.323977 | 1 | 0 |
| hf-000 | 1 | 0.751507 | 1 | 0 |
| hf-022 | 1 | 0.135465 | 1 | 0 |
| hf-016 | 1 | 0.477202 | 1 | 0 |
| hf-001 | 1 | 0.145615 | 1 | 0 |
| hf-021 | 1 | 0.394709 | 1 | 0 |
| hf-012 | 1 | 0.971562 | 1 | 0 |
| hf-020 | 1 | 0.161701 | 1 | 0 |
| hf-030 | 1 | 0.466474 | 1 | 0 |
| hf-004 | 1 | 0.705908 | 1 | 0 |
| hf-007 | 1 | 0.526161 | 1 | 0 |
| hf-003 | 1 | 0.165866 | 1 | 0 |
| hf-009 | 1 | 0.80922 | 1 | 0 |
| hf-014 | 1 | 0.234039 | 1 | 0 |
| hf-002 | 1 | 0.308187 | 1 | 0 |
| hf-024 | 1 | 0.606986 | 1 | 0 |
| hf-027 | 1 | 0.616175 | 1 | 0 |
| hf-015 | 1 | 0.422296 | 1 | 0 |
| hf-028 | 1 | 0.426835 | 1 | 0 |
| hf-011 | 1 | 0.229212 | 1 | 0 |
| hf-006 | 1 | 0.806947 | 1 | 0 |
| hf-029 | 1 | 0.888902 | 1 | 0 |
| hf-031 | 1 | 0.466727 | 1 | 0 |
| hf-005 | 1 | 0.644584 | 1 | 0 |
| hf-013 | 1 | 0.376028 | 1 | 0 |
| hf-017 | 1 | 0.948598 | 1 | 0 |
| hf-010 | 1 | 0.183241 | 1 | 0 |
| hf-023 | 1 | 0.836006 | 1 | 0 |
| hf-000 | 2 | 0.751507 | 1 | 0 |
| hf-016 | 2 | 0.477202 | 1 | 0 |
| hf-019 | 2 | 0.323977 | 1 | 0 |
| hf-003 | 2 | 0.165866 | 1 | 0 |
| hf-010 | 2 | 0.183241 | 1 | 0 |
| hf-028 | 2 | 0.426835 | 1 | 0 |
| hf-029 | 2 | 0.888902 | 1 | 0 |
| hf-020 | 2 | 0.161701 | 1 | 0 |
| hf-018 | 2 | 0.582993 | 1 | 0 |
| hf-027 | 2 | 0.616175 | 1 | 0 |
| hf-007 | 2 | 0.526161 | 1 | 0 |
| hf-031 | 2 | 0.466727 | 1 | 0 |
| hf-004 | 2 | 0.705908 | 1 | 0 |
| hf-026 | 2 | 0.634191 | 1 | 0 |
| hf-021 | 2 | 0.394709 | 1 | 0 |
| hf-015 | 2 | 0.422296 | 1 | 0 |
| hf-005 | 2 | 0.644584 | 1 | 0 |
| hf-024 | 2 | 0.606986 | 1 | 0 |
| hf-030 | 2 | 0.466474 | 1 | 0 |
| hf-022 | 2 | 0.135465 | 1 | 0 |
| hf-009 | 2 | 0.80922 | 1 | 0 |
| hf-013 | 2 | 0.376028 | 1 | 0 |
| hf-002 | 2 | 0.308187 | 1 | 0 |
| hf-001 | 2 | 0.145615 | 1 | 0 |
| hf-006 | 2 | 0.806947 | 1 | 0 |
| hf-014 | 2 | 0.234039 | 1 | 0 |
| hf-017 | 2 | 0.948598 | 1 | 0 |
| hf-023 | 2 | 0.836006 | 1 | 0 |
| hf-011 | 2 | 0.229212 | 1 | 0 |
| hf-025 | 2 | 0.985364 | 1 | 0 |
| hf-012 | 2 | 0.971562 | 1 | 0 |
| hf-014 | 3 | 0.234039 | 1 | 0 |
| hf-002 | 3 | 0.308187 | 1 | 0 |
| hf-016 | 3 | 0.477202 | 1 | 0 |
| hf-004 | 3 | 0.705908 | 1 | 0 |
| hf-020 | 3 | 0.161701 | 1 | 0 |
| hf-029 | 3 | 0.888902 | 1 | 0 |
| hf-009 | 3 | 0.80922 | 1 | 0 |
| hf-010 | 3 | 0.183241 | 1 | 0 |
| hf-025 | 3 | 0.985364 | 1 | 0 |
| hf-027 | 3 | 0.616175 | 1 | 0 |
| hf-019 | 3 | 0.323977 | 1 | 0 |
| hf-017 | 3 | 0.948598 | 1 | 0 |
| hf-018 | 3 | 0.582993 | 1 | 0 |
| hf-007 | 3 | 0.526161 | 1 | 0 |
| hf-011 | 3 | 0.229212 | 1 | 0 |
| hf-015 | 3 | 0.422296 | 1 | 0 |
| hf-003 | 3 | 0.165866 | 1 | 0 |
| hf-031 | 3 | 0.466727 | 1 | 0 |
| hf-022 | 3 | 0.135465 | 1 | 0 |
| hf-000 | 3 | 0.751507 | 1 | 0 |
| hf-013 | 3 | 0.376028 | 1 | 0 |
| hf-026 | 3 | 0.634191 | 1 | 0 |
| hf-028 | 3 | 0.426835 | 1 | 0 |
| hf-024 | 3 | 0.606986 | 1 | 0 |
| hf-005 | 3 | 0.644584 | 1 | 0 |
| hf-006 | 3 | 0.806947 | 1 | 0 |
| hf-021 | 3 | 0.394709 | 1 | 0 |
| hf-030 | 3 | 0.466474 | 1 | 0 |
| hf-023 | 3 | 0.836006 | 1 | 0 |
| hf-012 | 3 | 0.971562 | 1 | 0 |
| hf-001 | 3 | 0.145615 | 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