Round score
-1.2316
weighted tier speedup after failure cap and deduction
Eligible requests
31
trusted baseline exclusions removed
Failed eligible requests
4
each request counted once
Raw weighted speedup
-121.87%
before failure cap and deduction
Raw weighted speedup
Eligible speedup
Request failures cap speed credit at zero: min(-1.218656, 0) = -1.218656. 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 | — | — | — | 3616 | candidate output below tolerance |
| hf-016 | — | — | — | 3097 | Per-token timing unavailable (not a request failure) |
| hf-019 | — | — | — |
31 requests
| Request | TTFT | Total | Tokens | Slowest gap | Stream |
|---|---|---|---|---|---|
| hf-000 | 2.584s | 61.261s | 4419 | 12.770s | 2098 gaps for 4419 tokens |
| hf-001 | 11.456s | 54.979s | 3138 | 4.559s | 2085 gaps for 3138 tokens |
| hf-002 | 12.870s | 71.535s |
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 | 17.06 |
| 2 | 0.000s | C32 | 31 | 31 | 17.12 |
| 3 | 0.000s | C32 | 31 | 31 | 17.72 |
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 | 242.816s | -112.90% | -28.23% |
|---|
| 32k | 8 | 25% | 115.376s | 262.930s | -127.89% | -31.97% |
|---|
| 64k | 8 | 25% | 114.916s | 245.354s | -113.51% | -28.38% |
|---|
| 128k | 8 | 25% | 112.531s | 262.385s | -133.17% | -33.29% |
|---|
| 3913 |
| Per-token timing unavailable (not a request failure) |
| hf-001 | — | — | — | 3083 | Per-token timing unavailable (not a request failure) |
| hf-009 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-006 | — | — | — | 3415 | candidate output below tolerance |
| hf-020 | — | — | — | 2808 | Per-token timing unavailable (not a request failure) |
| hf-000 | — | — | — | 4419 | Per-token timing unavailable (not a request failure) |
| 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 | — | — | — | 3433 | 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 | — | — | — | 4882 | Per-token timing unavailable (not a request failure) |
| hf-024 | — | — | — | 5120 | 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 | — | — | — | 5019 | Per-token timing unavailable (not a request failure) |
| hf-005 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-007 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-031 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-015 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-013 | — | — | — | 4753 | 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 | — | — | — | 3798 | candidate output below tolerance |
| 5120 |
| 5.591s |
| 2923 gaps for 5120 tokens |
| hf-003 | 1.168s | 70.936s | 5120 | 14.153s | 2879 gaps for 5120 tokens |
| hf-004 | 11.435s | 54.808s | 5120 | 5.593s | 2117 gaps for 5120 tokens |
| hf-005 | 61.074s | 103.036s | 5120 | 5.878s | 2260 gaps for 5120 tokens |
| hf-006 | 15.115s | 36.478s | 3415 | 194.87ms | 1296 gaps for 3415 tokens |
| hf-007 | 59.657s | 100.477s | 5120 | 5.861s | 2389 gaps for 5120 tokens |
| hf-009 | 56.754s | 97.832s | 5120 | 5.861s | 2174 gaps for 5120 tokens |
| hf-010 | 5.588s | 60.392s | 3798 | 9.724s | 2164 gaps for 3798 tokens |
| hf-011 | 95.701s | 146.534s | 5120 | 4.352s | 2756 gaps for 5120 tokens |
| hf-012 | 122.354s | 149.684s | 4381 | 125.83ms | 1747 gaps for 4381 tokens |
| hf-013 | 15.330s | 66.981s | 4753 | 5.609s | 2470 gaps for 4753 tokens |
| hf-014 | 94.028s | 145.860s | 5120 | 4.344s | 2852 gaps for 5120 tokens |
| hf-015 | 78.247s | 119.505s | 5120 | 3.058s | 2512 gaps for 5120 tokens |
| hf-016 | 59.663s | 93.027s | 3985 | 5.861s | 1895 gaps for 3985 tokens |
| hf-017 | 124.165s | 167.567s | 5120 | 6.636s | 2106 gaps for 5120 tokens |
| hf-018 | 105.790s | 153.653s | 4882 | 6.636s | 2507 gaps for 4882 tokens |
| hf-019 | 158.586s | 209.744s | 5120 | 6.253s | 2217 gaps for 5120 tokens |
| hf-020 | 156.932s | 191.115s | 2808 | 6.253s | 1696 gaps for 2808 tokens |
| hf-021 | 162.235s | 219.057s | 5120 | 6.253s | 2467 gaps for 5120 tokens |
| hf-022 | 94.990s | 150.704s | 5032 | 6.636s | 2878 gaps for 5032 tokens |
| hf-023 | 175.705s | 217.263s | 5013 | 5.075s | 1972 gaps for 5013 tokens |
| hf-024 | 194.636s | 243.660s | 5120 | 6.121s | 2301 gaps for 5120 tokens |
| hf-025 | 185.357s | 220.636s | 3616 | 5.074s | 1902 gaps for 3616 tokens |
| hf-026 | 122.463s | 174.303s | 5120 | 8.392s | 2330 gaps for 5120 tokens |
| hf-027 | 195.332s | 242.786s | 5120 | 6.121s | 2230 gaps for 5120 tokens |
| hf-028 | 196.049s | 247.018s | 5120 | 6.121s | 2593 gaps for 5120 tokens |
| hf-029 | 209.160s | 236.371s | 3433 | 6.128s | 1580 gaps for 3433 tokens |
| hf-030 | 206.861s | 250.428s | 5120 | 6.121s | 2585 gaps for 5120 tokens |
| hf-031 | 237.242s | 262.346s | 5120 | 16.44ms | 2399 gaps for 5120 tokens |
| Baseline char-16 |
|---|
| Drop |
|---|
| Limit |
|---|
| Result |
|---|
| hf-000 | 0.9221 | 0.8349 | -0.0872 | 0.1000 | Passed |
| hf-001 | 0.9617 | 0.9675 | 0.0057 | 0.1000 | Passed |
| hf-002 | 0.8636 | 0.8724 | 0.0088 | 0.1000 | Passed |
| hf-003 | 0.6005 | 0.6893 | 0.0888 | 0.1000 | Passed |
| hf-004 | 0.8542 | 0.8909 | 0.0366 | 0.1000 | Passed |
| hf-005 | 0.7872 | 0.7822 | -0.0050 | 0.1000 | Passed |
| hf-006 | 0.6386 | 0.5629 | -0.0757 | 0.1000 | Passed |
| hf-007 | 0.7438 | 0.7446 | 0.0008 | 0.1000 | Passed |
| hf-009 | 0.8963 | 0.8359 | -0.0603 | 0.1000 | Passed |
| hf-010 | 0.8191 | 0.7058 | -0.1133 | 0.1000 | Passed |
| hf-011 | 0.7638 | 0.8447 | 0.0810 | 0.1000 | Passed |
| hf-012 | 0.8326 | 0.7309 | -0.1017 | 0.1000 | Passed |
| hf-013 | 0.7728 | 0.8118 | 0.0390 | 0.1000 | Passed |
| hf-014 | 0.7236 | 0.7324 | 0.0088 | 0.1000 | Passed |
| hf-015 | 0.6859 | 0.8284 | 0.1424 | 0.1000 | Failed distinct 16-gram ratio 0.686 is more than 0.10 below baseline 0.828 over 24232 chars |
| hf-016 | 0.7459 | 0.6848 | -0.0612 | 0.1000 | Passed |
| hf-017 | 0.8992 | 0.8503 | -0.0489 | 0.1000 | Passed |
| hf-018 | 0.8902 | 0.7754 | -0.1148 | 0.1000 | Passed |
| hf-019 | 0.7351 | 0.7449 | 0.0098 | 0.1000 | Passed |
| hf-020 | 0.8720 | 0.9516 | 0.0796 | 0.1000 | Passed |
| hf-021 | 0.6702 | 0.8648 | 0.1946 | 0.1000 | Failed distinct 16-gram ratio 0.670 is more than 0.10 below baseline 0.865 over 25227 chars |
| hf-022 | 0.8507 | 0.8203 | -0.0304 | 0.1000 | Passed |
| hf-023 | 0.7268 | 0.7202 | -0.0065 | 0.1000 | Passed |
| hf-024 | 0.8061 | 0.6893 | -0.1168 | 0.1000 | Passed |
| hf-025 | 0.9693 | 0.9327 | -0.0367 | 0.1000 | Passed |
| hf-026 | 0.7535 | 0.7746 | 0.0211 | 0.1000 | Passed |
| hf-027 | 0.6022 | 0.6934 | 0.0911 | 0.1000 | Passed |
| hf-028 | 0.8075 | 0.6553 | -0.1523 | 0.1000 | Passed |
| hf-029 | 0.9513 | 0.6717 | -0.2795 | 0.1000 | Passed |
| hf-030 | 0.8822 | 0.7808 | -0.1014 | 0.1000 | Passed |
| hf-031 | 0.8858 | 0.7712 | -0.1145 | 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-006 | 1 | 0.806947 | 1 | 0 |
| hf-002 | 1 | 0.308187 | 1 | 0 |
| hf-000 | 1 | 0.751507 | 1 | 0 |
| hf-004 | 1 | 0.705908 | 1 | 0 |
| hf-010 | 1 | 0.183241 | 1 | 0 |
| hf-013 | 1 | 0.376028 | 1 | 0 |
| hf-003 | 1 | 0.165866 | 1 | 0 |
| hf-001 | 1 | 0.145615 | 1 | 0 |
| hf-016 | 1 | 0.477202 | 1 | 0 |
| hf-009 | 1 | 0.80922 | 1 | 0 |
| hf-007 | 1 | 0.526161 | 1 | 0 |
| hf-005 | 1 | 0.644584 | 1 | 0 |
| hf-015 | 1 | 0.422296 | 1 | 0 |
| hf-022 | 1 | 0.135465 | 1 | 0 |
| hf-014 | 1 | 0.234039 | 1 | 0 |
| hf-018 | 1 | 0.582993 | 1 | 0 |
| hf-011 | 1 | 0.229212 | 1 | 0 |
| hf-026 | 1 | 0.634191 | 1 | 0 |
| hf-017 | 1 | 0.948598 | 1 | 0 |
| hf-012 | 1 | 0.971562 | 1 | 0 |
| hf-021 | 1 | 0.394709 | 1 | 0 |
| hf-020 | 1 | 0.161701 | 1 | 0 |
| hf-019 | 1 | 0.323977 | 1 | 0 |
| hf-025 | 1 | 0.985364 | 1 | 0 |
| hf-027 | 1 | 0.616175 | 1 | 0 |
| hf-023 | 1 | 0.836006 | 1 | 0 |
| hf-029 | 1 | 0.888902 | 1 | 0 |
| hf-024 | 1 | 0.606986 | 1 | 0 |
| hf-028 | 1 | 0.426835 | 1 | 0 |
| hf-030 | 1 | 0.466474 | 1 | 0 |
| hf-031 | 1 | 0.466727 | 1 | 0 |
| hf-004 | 2 | 0.705908 | 1 | 0 |
| hf-006 | 2 | 0.806947 | 1 | 0 |
| hf-010 | 2 | 0.183241 | 1 | 0 |
| hf-001 | 2 | 0.145615 | 1 | 0 |
| hf-000 | 2 | 0.751507 | 1 | 0 |
| hf-003 | 2 | 0.165866 | 1 | 0 |
| hf-013 | 2 | 0.376028 | 1 | 0 |
| hf-002 | 2 | 0.308187 | 1 | 0 |
| hf-016 | 2 | 0.477202 | 1 | 0 |
| hf-009 | 2 | 0.80922 | 1 | 0 |
| hf-007 | 2 | 0.526161 | 1 | 0 |
| hf-005 | 2 | 0.644584 | 1 | 0 |
| hf-015 | 2 | 0.422296 | 1 | 0 |
| hf-014 | 2 | 0.234039 | 1 | 0 |
| hf-012 | 2 | 0.971562 | 1 | 0 |
| hf-011 | 2 | 0.229212 | 1 | 0 |
| hf-022 | 2 | 0.135465 | 1 | 0 |
| hf-018 | 2 | 0.582993 | 1 | 0 |
| hf-026 | 2 | 0.634191 | 1 | 0 |
| hf-017 | 2 | 0.948598 | 1 | 0 |
| hf-020 | 2 | 0.161701 | 1 | 0 |
| hf-019 | 2 | 0.323977 | 1 | 0 |
| hf-023 | 2 | 0.836006 | 1 | 0 |
| hf-021 | 2 | 0.394709 | 1 | 0 |
| hf-027 | 2 | 0.616175 | 1 | 0 |
| hf-025 | 2 | 0.985364 | 1 | 0 |
| hf-024 | 2 | 0.606986 | 1 | 0 |
| hf-029 | 2 | 0.888902 | 1 | 0 |
| hf-030 | 2 | 0.466474 | 1 | 0 |
| hf-028 | 2 | 0.426835 | 1 | 0 |
| hf-031 | 2 | 0.466727 | 1 | 0 |
| hf-006 | 3 | 0.806947 | 1 | 0 |
| hf-001 | 3 | 0.145615 | 1 | 0 |
| hf-004 | 3 | 0.705908 | 1 | 0 |
| hf-000 | 3 | 0.751507 | 1 | 0 |
| hf-013 | 3 | 0.376028 | 1 | 0 |
| hf-003 | 3 | 0.165866 | 1 | 0 |
| hf-002 | 3 | 0.308187 | 1 | 0 |
| hf-010 | 3 | 0.183241 | 1 | 0 |
| hf-005 | 3 | 0.644584 | 1 | 0 |
| hf-009 | 3 | 0.80922 | 1 | 0 |
| hf-007 | 3 | 0.526161 | 1 | 0 |
| hf-016 | 3 | 0.477202 | 1 | 0 |
| hf-015 | 3 | 0.422296 | 1 | 0 |
| hf-011 | 3 | 0.229212 | 1 | 0 |
| hf-017 | 3 | 0.948598 | 1 | 0 |
| hf-012 | 3 | 0.971562 | 1 | 0 |
| hf-022 | 3 | 0.135465 | 1 | 0 |
| hf-018 | 3 | 0.582993 | 1 | 0 |
| hf-014 | 3 | 0.234039 | 1 | 0 |
| hf-026 | 3 | 0.634191 | 1 | 0 |
| hf-020 | 3 | 0.161701 | 1 | 0 |
| hf-025 | 3 | 0.985364 | 1 | 0 |
| hf-019 | 3 | 0.323977 | 1 | 0 |
| hf-023 | 3 | 0.836006 | 1 | 0 |
| hf-021 | 3 | 0.394709 | 1 | 0 |
| hf-029 | 3 | 0.888902 | 1 | 0 |
| hf-027 | 3 | 0.616175 | 1 | 0 |
| hf-024 | 3 | 0.606986 | 1 | 0 |
| hf-028 | 3 | 0.426835 | 1 | 0 |
| hf-030 | 3 | 0.466474 | 1 | 0 |
| hf-031 | 3 | 0.466727 | 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