Round score
0.3009
weighted tier speedup after failure cap and deduction
Eligible requests
31
trusted baseline exclusions removed
Failed eligible requests
5
each request counted once
Raw weighted speedup
+31.71%
before failure cap and deduction
Raw weighted speedup
Eligible speedup
Request failures cap speed credit at zero: min(0.317074, 0) = 0.317074. 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 | — | — | — | 2743 | 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 | 2.271s | 77.575s | 5120 | 44.25ms | 2617 gaps for 5120 tokens |
| hf-001 | 2.269s | 66.751s | 3579 | 48.22ms | 2147 gaps for 3579 tokens |
| hf-002 | 2.360s | 54.855s |
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 | 24.33 |
| 2 | 0.000s | C32 | 31 | 31 | 25.33 |
| 3 | 0.000s | C32 | 31 | 31 | 26.23 |
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 |
| 81.460s |
| +32.63% |
| +8.16% |
| 32k | 8 | 25% | 118.386s | 83.899s | +29.13% | +7.28% |
|---|
| 64k | 8 | 25% | 120.743s | 82.087s | +32.02% | +8.00% |
|---|
| 128k | 8 | 25% | 122.960s | 82.319s | +33.05% | +8.26% |
|---|
| 4391 |
| Per-token timing unavailable (not a request failure) |
| hf-024 | — | — | — | 3449 | Per-token timing unavailable (not a request failure) |
| hf-008 | — | — | — | 3690 | candidate output below tolerance |
| hf-010 | — | — | — | 3383 | candidate output below tolerance |
| hf-016 | — | — | — | 4076 | Per-token timing unavailable (not a request failure) |
| hf-012 | — | — | — | 4714 | Per-token timing unavailable (not a request failure) |
| hf-004 | — | — | — | 4056 | 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 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-006 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-009 | — | — | — | 3592 | Per-token timing unavailable (not a request failure) |
| hf-023 | — | — | — | 3465 | candidate output below tolerance |
| hf-013 | — | — | — | 3390 | Per-token timing unavailable (not a request failure) |
| hf-003 | — | — | — | 4162 | Per-token timing unavailable (not a request failure) |
| hf-001 | — | — | — | 3579 | candidate output below tolerance |
| hf-021 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-007 | — | — | — | 4245 | Per-token timing unavailable (not a request failure) |
| hf-000 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-029 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-005 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-019 | — | — | — | 3833 | Per-token timing unavailable (not a request failure) |
| hf-017 | — | — | — | 4999 | Per-token timing unavailable (not a request failure) |
| hf-025 | — | — | — | 4633 | Per-token timing unavailable (not a request failure) |
| hf-027 | — | — | — | 3827 | 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) |
| 3061 |
| 41.09ms |
| 1730 gaps for 3061 tokens |
| hf-003 | 2.344s | 80.465s | 5120 | 38.59ms | 2771 gaps for 5120 tokens |
| hf-004 | 2.337s | 59.174s | 4056 | 41.80ms | 1881 gaps for 4056 tokens |
| hf-005 | 2.326s | 80.018s | 5120 | 42.52ms | 2746 gaps for 5120 tokens |
| hf-006 | 2.347s | 70.258s | 5120 | 38.89ms | 2300 gaps for 5120 tokens |
| hf-007 | 2.316s | 78.103s | 4432 | 41.01ms | 2647 gaps for 4432 tokens |
| hf-008 | 2.264s | 59.502s | 3690 | 40.23ms | 1872 gaps for 3690 tokens |
| hf-009 | 2.430s | 66.773s | 5120 | 42.17ms | 2177 gaps for 5120 tokens |
| hf-010 | 2.321s | 50.155s | 3383 | 38.48ms | 1571 gaps for 3383 tokens |
| hf-011 | 2.479s | 45.809s | 2743 | 39.14ms | 1436 gaps for 2743 tokens |
| hf-012 | 2.420s | 73.921s | 4867 | 40.09ms | 2519 gaps for 4867 tokens |
| hf-013 | 2.290s | 64.129s | 3408 | 40.65ms | 2062 gaps for 3408 tokens |
| hf-014 | 2.308s | 67.030s | 5120 | 40.19ms | 2171 gaps for 5120 tokens |
| hf-015 | 2.297s | 66.454s | 5120 | 39.73ms | 2136 gaps for 5120 tokens |
| hf-016 | 2.289s | 72.330s | 5120 | 40.40ms | 2390 gaps for 5120 tokens |
| hf-017 | 2.277s | 79.923s | 4999 | 39.89ms | 2743 gaps for 4999 tokens |
| hf-018 | 2.402s | 67.043s | 4626 | 41.71ms | 2191 gaps for 4626 tokens |
| hf-019 | 2.459s | 78.558s | 5120 | 42.02ms | 2772 gaps for 5120 tokens |
| hf-020 | 2.329s | 81.416s | 5120 | 38.98ms | 2838 gaps for 5120 tokens |
| hf-021 | 2.400s | 74.926s | 5120 | 43.13ms | 2572 gaps for 5120 tokens |
| hf-022 | 2.460s | 67.539s | 5120 | 41.18ms | 2210 gaps for 5120 tokens |
| hf-023 | 2.269s | 60.209s | 3465 | 40.91ms | 1897 gaps for 3465 tokens |
| hf-024 | 2.414s | 57.030s | 3915 | 44.38ms | 1817 gaps for 3915 tokens |
| hf-025 | 2.274s | 80.900s | 5120 | 42.50ms | 2801 gaps for 5120 tokens |
| hf-027 | 2.398s | 64.221s | 3827 | 44.22ms | 2075 gaps for 3827 tokens |
| hf-028 | 2.241s | 82.257s | 5120 | 38.52ms | 2906 gaps for 5120 tokens |
| hf-029 | 2.303s | 78.332s | 5120 | 39.40ms | 2660 gaps for 5120 tokens |
| hf-030 | 2.216s | 81.010s | 5120 | 38.31ms | 2810 gaps for 5120 tokens |
| hf-031 | 2.212s | 79.304s | 5120 | 39.10ms | 2712 gaps for 5120 tokens |
| Baseline char-16 |
|---|
| Drop |
|---|
| Limit |
|---|
| Result |
|---|
| hf-000 | 0.6724 | 0.6388 | -0.0336 | 0.1000 | Passed |
| hf-001 | 0.7510 | 0.7296 | -0.0214 | 0.1000 | Passed |
| hf-002 | 0.9431 | 0.9361 | -0.0070 | 0.1000 | Passed |
| hf-003 | 0.6660 | 0.7174 | 0.0514 | 0.1000 | Passed |
| hf-004 | 0.8371 | 0.8013 | -0.0358 | 0.1000 | Passed |
| hf-005 | 0.6930 | 0.6697 | -0.0233 | 0.1000 | Passed |
| hf-006 | 0.7480 | 0.6384 | -0.1096 | 0.1000 | Passed |
| hf-007 | 0.7204 | 0.7552 | 0.0348 | 0.1000 | Passed |
| hf-008 | 0.9061 | 0.8194 | -0.0866 | 0.1000 | Passed |
| hf-009 | 0.8237 | 0.8994 | 0.0757 | 0.1000 | Passed |
| hf-010 | 0.9202 | 0.6767 | -0.2435 | 0.1000 | Passed |
| hf-011 | 0.9822 | 0.8140 | -0.1683 | 0.1000 | Passed |
| hf-012 | 0.6716 | 0.7565 | 0.0849 | 0.1000 | Passed |
| hf-013 | 0.9449 | 0.9176 | -0.0273 | 0.1000 | Passed |
| hf-014 | 0.7115 | 0.8834 | 0.1719 | 0.1000 | Failed distinct 16-gram ratio 0.712 is more than 0.10 below baseline 0.883 over 23409 chars |
| hf-015 | 0.8039 | 0.7942 | -0.0097 | 0.1000 | Passed |
| hf-016 | 0.6651 | 0.8334 | 0.1683 | 0.1000 | Failed distinct 16-gram ratio 0.665 is more than 0.10 below baseline 0.833 over 25037 chars |
| hf-017 | 0.8311 | 0.7593 | -0.0718 | 0.1000 | Passed |
| hf-018 | 0.8892 | 0.8888 | -0.0004 | 0.1000 | Passed |
| hf-019 | 0.8397 | 0.7306 | -0.1092 | 0.1000 | Passed |
| hf-020 | 0.5636 | 0.5574 | -0.0062 | 0.1000 | Passed |
| hf-021 | 0.7826 | 0.7405 | -0.0420 | 0.1000 | Passed |
| hf-022 | 0.8046 | 0.7670 | -0.0375 | 0.1000 | Passed |
| hf-023 | 0.9315 | 0.8767 | -0.0548 | 0.1000 | Passed |
| hf-024 | 0.8464 | 0.6588 | -0.1876 | 0.1000 | Passed |
| hf-025 | 0.8458 | 0.8808 | 0.0350 | 0.1000 | Passed |
| hf-027 | 0.8113 | 0.6940 | -0.1173 | 0.1000 | Passed |
| hf-028 | 0.6824 | 0.6719 | -0.0105 | 0.1000 | Passed |
| hf-029 | 0.8526 | 0.7355 | -0.1171 | 0.1000 | Passed |
| hf-030 | 0.7977 | 0.7141 | -0.0836 | 0.1000 | Passed |
| hf-031 | 0.8319 | 0.5707 | -0.2613 | 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-010 | 1 | 0.782959 | 1 | 0 |
| hf-006 | 1 | 0.832691 | 1 | 0 |
| hf-011 | 1 | 0.76435 | 1 | 0 |
| hf-023 | 1 | 0.446593 | 1 | 0 |
| hf-024 | 1 | 0.897191 | 1 | 0 |
| hf-008 | 1 | 0.612374 | 1 | 0 |
| hf-002 | 1 | 0.440527 | 1 | 0 |
| hf-004 | 1 | 0.816071 | 1 | 0 |
| hf-015 | 1 | 0.992364 | 1 | 0 |
| hf-013 | 1 | 0.321389 | 1 | 0 |
| hf-003 | 1 | 0.313504 | 1 | 0 |
| hf-027 | 1 | 0.44245 | 1 | 0 |
| hf-001 | 1 | 0.143471 | 1 | 0 |
| hf-016 | 1 | 0.724321 | 1 | 0 |
| hf-025 | 1 | 0.397412 | 1 | 0 |
| hf-009 | 1 | 1.009705 | 1 | 0 |
| hf-018 | 1 | 0.72616 | 1 | 0 |
| hf-022 | 1 | 0.90875 | 1 | 0 |
| hf-014 | 1 | 0.91642 | 1 | 0 |
| hf-012 | 1 | 0.511421 | 1 | 0 |
| hf-021 | 1 | 0.56603 | 1 | 0 |
| hf-029 | 1 | 0.498641 | 1 | 0 |
| hf-000 | 1 | 0.567334 | 1 | 0 |
| hf-017 | 1 | 0.397818 | 1 | 0 |
| hf-005 | 1 | 0.528863 | 1 | 0 |
| hf-019 | 1 | 0.460991 | 1 | 0 |
| hf-031 | 1 | 0.506728 | 1 | 0 |
| hf-030 | 1 | 0.321942 | 1 | 0 |
| hf-020 | 1 | 0.245154 | 1 | 0 |
| hf-028 | 1 | 0.243526 | 1 | 0 |
| hf-007 | 1 | 0.251762 | 1 | 0 |
| hf-012 | 2 | 0.511421 | 1 | 0 |
| hf-024 | 2 | 0.897191 | 1 | 0 |
| hf-009 | 2 | 1.009705 | 1 | 0 |
| hf-010 | 2 | 0.782959 | 1 | 0 |
| hf-018 | 2 | 0.72616 | 1 | 0 |
| hf-002 | 2 | 0.440527 | 1 | 0 |
| hf-004 | 2 | 0.816071 | 1 | 0 |
| hf-013 | 2 | 0.321389 | 1 | 0 |
| hf-008 | 2 | 0.612374 | 1 | 0 |
| hf-011 | 2 | 0.76435 | 1 | 0 |
| hf-022 | 2 | 0.90875 | 1 | 0 |
| hf-014 | 2 | 0.91642 | 1 | 0 |
| hf-023 | 2 | 0.446593 | 1 | 0 |
| hf-006 | 2 | 0.832691 | 1 | 0 |
| hf-021 | 2 | 0.56603 | 1 | 0 |
| hf-016 | 2 | 0.724321 | 1 | 0 |
| hf-027 | 2 | 0.44245 | 1 | 0 |
| hf-015 | 2 | 0.992364 | 1 | 0 |
| hf-007 | 2 | 0.251762 | 1 | 0 |
| hf-029 | 2 | 0.498641 | 1 | 0 |
| hf-000 | 2 | 0.567334 | 1 | 0 |
| hf-031 | 2 | 0.506728 | 1 | 0 |
| hf-017 | 2 | 0.397818 | 1 | 0 |
| hf-005 | 2 | 0.528863 | 1 | 0 |
| hf-003 | 2 | 0.313504 | 1 | 0 |
| hf-019 | 2 | 0.460991 | 1 | 0 |
| hf-025 | 2 | 0.397412 | 1 | 0 |
| hf-030 | 2 | 0.321942 | 1 | 0 |
| hf-020 | 2 | 0.245154 | 1 | 0 |
| hf-028 | 2 | 0.243526 | 1 | 0 |
| hf-001 | 2 | 0.143471 | 1 | 0 |
| hf-011 | 3 | 0.76435 | 1 | 0 |
| hf-002 | 3 | 0.440527 | 1 | 0 |
| hf-004 | 3 | 0.816071 | 1 | 0 |
| hf-014 | 3 | 0.91642 | 1 | 0 |
| hf-007 | 3 | 0.251762 | 1 | 0 |
| hf-010 | 3 | 0.782959 | 1 | 0 |
| hf-008 | 3 | 0.612374 | 1 | 0 |
| hf-023 | 3 | 0.446593 | 1 | 0 |
| hf-024 | 3 | 0.897191 | 1 | 0 |
| hf-027 | 3 | 0.44245 | 1 | 0 |
| hf-019 | 3 | 0.460991 | 1 | 0 |
| hf-015 | 3 | 0.992364 | 1 | 0 |
| hf-001 | 3 | 0.143471 | 1 | 0 |
| hf-009 | 3 | 1.009705 | 1 | 0 |
| hf-006 | 3 | 0.832691 | 1 | 0 |
| hf-018 | 3 | 0.72616 | 1 | 0 |
| hf-022 | 3 | 0.90875 | 1 | 0 |
| hf-016 | 3 | 0.724321 | 1 | 0 |
| hf-021 | 3 | 0.56603 | 1 | 0 |
| hf-000 | 3 | 0.567334 | 1 | 0 |
| hf-012 | 3 | 0.511421 | 1 | 0 |
| hf-029 | 3 | 0.498641 | 1 | 0 |
| hf-031 | 3 | 0.506728 | 1 | 0 |
| hf-017 | 3 | 0.397818 | 1 | 0 |
| hf-025 | 3 | 0.397412 | 1 | 0 |
| hf-005 | 3 | 0.528863 | 1 | 0 |
| hf-030 | 3 | 0.321942 | 1 | 0 |
| hf-003 | 3 | 0.313504 | 1 | 0 |
| hf-020 | 3 | 0.245154 | 1 | 0 |
| hf-013 | 3 | 0.321389 | 1 | 0 |
| hf-028 | 3 | 0.243526 | 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