Round score
0.3028
weighted tier speedup after failure cap and deduction
Eligible requests
27
trusted baseline exclusions removed
Failed eligible requests
6
each request counted once
Raw weighted speedup
+32.50%
before failure cap and deduction
Raw weighted speedup
Eligible speedup
Request failures cap speed credit at zero: min(0.324996, 0) = 0.324996. 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.
27 prompts
| Prompt | Diagnostic speedup | Baseline | Candidate | Aligned output | Diagnostic / failure |
|---|---|---|---|---|---|
| hf-004 | — | — | — | 4137 | candidate output below tolerance |
| hf-001 | — | — | — | 4538 | Per-token timing unavailable (not a request failure) |
| hf-015 | — | — | — |
27 requests
| Request | TTFT | Total | Tokens | Slowest gap | Stream |
|---|---|---|---|---|---|
| hf-000 | 2.070s | 67.728s | 5120 | 43.71ms | 1680 gaps for 5120 tokens |
| hf-001 | 2.068s | 69.827s | 5120 | 43.69ms | 1821 gaps for 5120 tokens |
| hf-002 | 2.044s | 67.967s |
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 | 27 | 27 | 23.55 |
| 2 | 0.000s | C32 | 27 | 27 | 21.99 |
| 3 | 0.000s | C32 | 27 | 27 | 22.36 |
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 |
|---|
| 6 |
| 25% |
| 105.756s |
| 69.175s |
| +34.59% |
| +8.65% |
| 32k | 7 | 25% | 114.915s | 79.981s | +30.40% | +7.60% |
|---|
| 64k | 8 | 25% | 113.059s | 76.919s | +31.97% | +7.99% |
|---|
| 128k | 6 | 25% | 114.480s | 76.653s | +33.04% | +8.26% |
|---|
| 2761 |
| Per-token timing unavailable (not a request failure) |
| hf-028 | — | — | — | 4078 | Per-token timing unavailable (not a request failure) |
| hf-010 | — | — | — | 3013 | Per-token timing unavailable (not a request failure) |
| hf-018 | — | — | — | 2986 | candidate output below tolerance |
| hf-017 | — | — | — | 4094 | Per-token timing unavailable (not a request failure) |
| hf-026 | — | — | — | 3948 | Per-token timing unavailable (not a request failure) |
| hf-019 | — | — | — | 3407 | candidate output below tolerance |
| hf-029 | — | — | — | 3759 | candidate output below tolerance |
| hf-013 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-014 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-021 | — | — | — | 3917 | candidate output below tolerance |
| hf-009 | — | — | — | 3310 | Per-token timing unavailable (not a request failure) |
| hf-011 | — | — | — | 3385 | Per-token timing unavailable (not a request failure) |
| hf-000 | — | — | — | 3056 | Per-token timing unavailable (not a request failure) |
| hf-007 | — | — | — | 4196 | Per-token timing unavailable (not a request failure) |
| hf-008 | — | — | — | 4828 | Per-token timing unavailable (not a request failure) |
| hf-031 | — | — | — | 3792 | Per-token timing unavailable (not a request failure) |
| hf-025 | — | — | — | 4297 | Per-token timing unavailable (not a request failure) |
| hf-006 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-003 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-030 | — | — | — | 3366 | Per-token timing unavailable (not a request failure) |
| hf-002 | — | — | — | 4909 | Per-token timing unavailable (not a request failure) |
| hf-024 | — | — | — | 2899 | candidate output below tolerance |
| hf-027 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-012 | — | — | — | 4699 | Per-token timing unavailable (not a request failure) |
| 4909 |
| 104.38ms |
| 1822 gaps for 4909 tokens |
| hf-003 | 887.34ms | 63.392s | 5120 | 1.224s | 1517 gaps for 5120 tokens |
| hf-004 | 2.066s | 60.398s | 4137 | 43.68ms | 1436 gaps for 4137 tokens |
| hf-006 | 2.072s | 67.902s | 5120 | 43.69ms | 1690 gaps for 5120 tokens |
| hf-007 | 2.067s | 64.148s | 4910 | 43.69ms | 1538 gaps for 4910 tokens |
| hf-008 | 2.063s | 66.650s | 5120 | 43.69ms | 1628 gaps for 5120 tokens |
| hf-009 | 1.705s | 65.485s | 4908 | 65.08ms | 1599 gaps for 4908 tokens |
| hf-010 | 2.037s | 70.353s | 5120 | 103.57ms | 1976 gaps for 5120 tokens |
| hf-011 | 2.071s | 67.122s | 3385 | 43.66ms | 1650 gaps for 3385 tokens |
| hf-012 | 2.111s | 69.206s | 4699 | 45.98ms | 1900 gaps for 4699 tokens |
| hf-013 | 2.108s | 64.009s | 5120 | 45.97ms | 1634 gaps for 5120 tokens |
| hf-014 | 1.724s | 68.479s | 5120 | 45.89ms | 1717 gaps for 5120 tokens |
| hf-015 | 2.102s | 55.882s | 4215 | 45.97ms | 1367 gaps for 4215 tokens |
| hf-017 | 2.036s | 61.063s | 4224 | 103.32ms | 1512 gaps for 4224 tokens |
| hf-018 | 2.063s | 51.511s | 2986 | 43.98ms | 1210 gaps for 2986 tokens |
| hf-019 | 2.060s | 67.425s | 3407 | 43.98ms | 1666 gaps for 3407 tokens |
| hf-021 | 2.064s | 65.607s | 3917 | 43.97ms | 1585 gaps for 3917 tokens |
| hf-024 | 2.058s | 41.407s | 2899 | 44.02ms | 961 gaps for 2899 tokens |
| hf-025 | 2.107s | 67.739s | 5049 | 46.00ms | 1810 gaps for 5049 tokens |
| hf-026 | 1.726s | 67.728s | 5120 | 45.87ms | 1685 gaps for 5120 tokens |
| hf-027 | 2.098s | 67.837s | 5120 | 45.96ms | 1816 gaps for 5120 tokens |
| hf-028 | 1.721s | 60.027s | 4209 | 45.89ms | 1453 gaps for 4209 tokens |
| hf-029 | 2.105s | 55.956s | 3759 | 45.97ms | 1369 gaps for 3759 tokens |
| hf-030 | 1.719s | 61.293s | 4103 | 45.90ms | 1486 gaps for 4103 tokens |
| hf-031 | 1.716s | 66.173s | 5120 | 45.90ms | 1625 gaps for 5120 tokens |
| Baseline char-16 |
|---|
| Drop |
|---|
| Limit |
|---|
| Result |
|---|
| hf-000 | 0.7639 | 0.8609 | 0.0970 | 0.1000 | Passed |
| hf-001 | 0.8535 | 0.7593 | -0.0941 | 0.1000 | Passed |
| hf-002 | 0.9077 | 0.8267 | -0.0810 | 0.1000 | Passed |
| hf-003 | 0.6744 | 0.6962 | 0.0218 | 0.1000 | Passed |
| hf-004 | 0.7995 | 0.7489 | -0.0507 | 0.1000 | Passed |
| hf-006 | 0.7598 | 0.7215 | -0.0383 | 0.1000 | Passed |
| hf-007 | 0.6487 | 0.7442 | 0.0955 | 0.1000 | Passed |
| hf-008 | 0.6822 | 0.7113 | 0.0290 | 0.1000 | Passed |
| hf-009 | 0.6770 | 0.7206 | 0.0436 | 0.1000 | Passed |
| hf-010 | 0.8640 | 0.9460 | 0.0820 | 0.1000 | Passed |
| hf-011 | 0.9786 | 0.9592 | -0.0194 | 0.1000 | Passed |
| hf-012 | 0.8639 | 0.7730 | -0.0909 | 0.1000 | Passed |
| hf-013 | 0.7554 | 0.6721 | -0.0833 | 0.1000 | Passed |
| hf-014 | 0.8562 | 0.7972 | -0.0590 | 0.1000 | Passed |
| hf-015 | 0.7639 | 0.7775 | 0.0136 | 0.1000 | Passed |
| hf-017 | 0.8783 | 0.8522 | -0.0261 | 0.1000 | Passed |
| hf-018 | 0.9190 | 0.8040 | -0.1150 | 0.1000 | Passed |
| hf-019 | 0.9636 | 0.7187 | -0.2449 | 0.1000 | Passed |
| hf-021 | 0.9459 | 0.8080 | -0.1379 | 0.1000 | Passed |
| hf-024 | 0.7380 | 0.7532 | 0.0151 | 0.1000 | Passed |
| hf-025 | 0.8082 | 0.7077 | -0.1005 | 0.1000 | Passed |
| hf-026 | 0.7647 | 0.6506 | -0.1142 | 0.1000 | Passed |
| hf-027 | 0.8775 | 0.7536 | -0.1239 | 0.1000 | Passed |
| hf-028 | 0.8334 | 0.7202 | -0.1133 | 0.1000 | Passed |
| hf-029 | 0.9064 | 0.8660 | -0.0403 | 0.1000 | Passed |
| hf-030 | 0.8770 | 0.8274 | -0.0496 | 0.1000 | Passed |
| hf-031 | 0.7267 | 0.9619 | 0.2352 | 0.1000 | Failed distinct 16-gram ratio 0.727 is more than 0.10 below baseline 0.962 over 21954 chars |
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-024 | 1 | 0.382038 | 1 | 0 |
| hf-018 | 1 | 0.925935 | 1 | 0 |
| hf-025 | 1 | 0.139681 | 1 | 0 |
| hf-028 | 1 | 0.506323 | 1 | 0 |
| hf-015 | 1 | 0.197416 | 1 | 0 |
| hf-010 | 1 | 0.955022 | 1 | 0 |
| hf-004 | 1 | 0.374735 | 1 | 0 |
| hf-017 | 1 | 0.880366 | 1 | 0 |
| hf-003 | 1 | 0.24968 | 1 | 0 |
| hf-007 | 1 | 0.267166 | 1 | 0 |
| hf-031 | 1 | 0.952171 | 1 | 0 |
| hf-021 | 1 | 0.303212 | 1 | 0 |
| hf-027 | 1 | 0.15659 | 1 | 0 |
| hf-012 | 1 | 0.116817 | 1 | 0 |
| hf-009 | 1 | 0.197127 | 1 | 0 |
| hf-013 | 1 | 0.755164 | 1 | 0 |
| hf-026 | 1 | 0.6188 | 1 | 0 |
| hf-008 | 1 | 0.276091 | 1 | 0 |
| hf-011 | 1 | 0.239254 | 1 | 0 |
| hf-019 | 1 | 0.26784 | 1 | 0 |
| hf-000 | 1 | 1.005729 | 1 | 0 |
| hf-006 | 1 | 0.561965 | 1 | 0 |
| hf-029 | 1 | 0.91998 | 1 | 0 |
| hf-002 | 1 | 0.322905 | 1 | 0 |
| hf-001 | 1 | 0.987002 | 1 | 0 |
| hf-014 | 1 | 0.826373 | 1 | 0 |
| hf-030 | 1 | 0.378947 | 1 | 0 |
| hf-018 | 2 | 0.925935 | 1 | 0 |
| hf-030 | 2 | 0.378947 | 1 | 0 |
| hf-009 | 2 | 0.197127 | 1 | 0 |
| hf-007 | 2 | 0.267166 | 1 | 0 |
| hf-001 | 2 | 0.987002 | 1 | 0 |
| hf-008 | 2 | 0.276091 | 1 | 0 |
| hf-000 | 2 | 1.005729 | 1 | 0 |
| hf-015 | 2 | 0.197416 | 1 | 0 |
| hf-029 | 2 | 0.91998 | 1 | 0 |
| hf-021 | 2 | 0.303212 | 1 | 0 |
| hf-004 | 2 | 0.374735 | 1 | 0 |
| hf-003 | 2 | 0.24968 | 1 | 0 |
| hf-017 | 2 | 0.880366 | 1 | 0 |
| hf-024 | 2 | 0.382038 | 1 | 0 |
| hf-013 | 2 | 0.755164 | 1 | 0 |
| hf-006 | 2 | 0.561965 | 1 | 0 |
| hf-028 | 2 | 0.506323 | 1 | 0 |
| hf-019 | 2 | 0.26784 | 1 | 0 |
| hf-014 | 2 | 0.826373 | 1 | 0 |
| hf-025 | 2 | 0.139681 | 1 | 0 |
| hf-027 | 2 | 0.15659 | 1 | 0 |
| hf-002 | 2 | 0.322905 | 1 | 0 |
| hf-012 | 2 | 0.116817 | 1 | 0 |
| hf-010 | 2 | 0.955022 | 1 | 0 |
| hf-026 | 2 | 0.6188 | 1 | 0 |
| hf-031 | 2 | 0.952171 | 1 | 0 |
| hf-011 | 2 | 0.239254 | 1 | 0 |
| hf-015 | 3 | 0.197416 | 1 | 0 |
| hf-024 | 3 | 0.382038 | 1 | 0 |
| hf-017 | 3 | 0.880366 | 1 | 0 |
| hf-004 | 3 | 0.374735 | 1 | 0 |
| hf-029 | 3 | 0.91998 | 1 | 0 |
| hf-028 | 3 | 0.506323 | 1 | 0 |
| hf-018 | 3 | 0.925935 | 1 | 0 |
| hf-030 | 3 | 0.378947 | 1 | 0 |
| hf-013 | 3 | 0.755164 | 1 | 0 |
| hf-011 | 3 | 0.239254 | 1 | 0 |
| hf-009 | 3 | 0.197127 | 1 | 0 |
| hf-031 | 3 | 0.952171 | 1 | 0 |
| hf-002 | 3 | 0.322905 | 1 | 0 |
| hf-026 | 3 | 0.6188 | 1 | 0 |
| hf-025 | 3 | 0.139681 | 1 | 0 |
| hf-007 | 3 | 0.267166 | 1 | 0 |
| hf-027 | 3 | 0.15659 | 1 | 0 |
| hf-014 | 3 | 0.826373 | 1 | 0 |
| hf-008 | 3 | 0.276091 | 1 | 0 |
| hf-003 | 3 | 0.24968 | 1 | 0 |
| hf-019 | 3 | 0.26784 | 1 | 0 |
| hf-001 | 3 | 0.987002 | 1 | 0 |
| hf-021 | 3 | 0.303212 | 1 | 0 |
| hf-012 | 3 | 0.116817 | 1 | 0 |
| hf-006 | 3 | 0.561965 | 1 | 0 |
| hf-000 | 3 | 1.005729 | 1 | 0 |
| hf-010 | 3 | 0.955022 | 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