Round score
0.2241
weighted tier speedup after failure cap and deduction
Eligible requests
31
trusted baseline exclusions removed
Failed eligible requests
6
each request counted once
Raw weighted speedup
+24.35%
before failure cap and deduction
Raw weighted speedup
Eligible speedup
Request failures cap speed credit at zero: min(0.243463, 0) = 0.243463. 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 | — | — | — | 3000 | 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 | 1.814s | 77.478s | 5120 | 1.971s | 1694 gaps for 5120 tokens |
| hf-001 | 3.743s | 62.111s | 3975 | 64.50ms | 1270 gaps for 3975 tokens |
| hf-002 | 3.736s | 74.164s |
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 | 27.28 |
| 3 | 0.000s | C32 | 31 | 31 | 26.19 |
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 |
| 87.283s |
| +27.82% |
| +6.95% |
| 32k | 8 | 25% | 118.386s | 82.412s | +30.39% | +7.60% |
|---|
| 64k | 8 | 25% | 120.743s | 88.389s | +26.80% | +6.70% |
|---|
| 128k | 8 | 25% | 122.960s | 107.729s | +12.39% | +3.10% |
|---|
| 3721 |
| candidate output below tolerance |
| hf-024 | — | — | — | 3449 | Per-token timing unavailable (not a request failure) |
| hf-008 | — | — | — | 4143 | Per-token timing unavailable (not a request failure) |
| hf-010 | — | — | — | 3988 | candidate output below tolerance |
| hf-016 | — | — | — | 4076 | Per-token timing unavailable (not a request failure) |
| hf-012 | — | — | — | 3743 | candidate output below tolerance |
| hf-004 | — | — | — | 4387 | 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 | — | — | — | 5103 | Per-token timing unavailable (not a request failure) |
| hf-006 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-009 | — | — | — | 3265 | Per-token timing unavailable (not a request failure) |
| hf-023 | — | — | — | 4151 | Per-token timing unavailable (not a request failure) |
| hf-013 | — | — | — | 3390 | Per-token timing unavailable (not a request failure) |
| hf-003 | — | — | — | 4119 | Per-token timing unavailable (not a request failure) |
| hf-001 | — | — | — | 3975 | Per-token timing unavailable (not a request failure) |
| hf-021 | — | — | — | 4328 | candidate output below tolerance |
| hf-007 | — | — | — | 3205 | candidate output below tolerance |
| 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 | — | — | — | 5120 | Per-token timing unavailable (not a request failure) |
| hf-025 | — | — | — | 3043 | candidate output below tolerance |
| hf-027 | — | — | — | 4687 | Per-token timing unavailable (not a request failure) |
| hf-031 | — | — | — | 5026 | 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) |
| 3189 |
| 64.22ms |
| 1570 gaps for 3189 tokens |
| hf-003 | 3.645s | 67.048s | 4119 | 88.01ms | 1395 gaps for 4119 tokens |
| hf-004 | 3.723s | 74.911s | 4693 | 71.85ms | 1595 gaps for 4693 tokens |
| hf-005 | 3.710s | 77.148s | 5120 | 63.17ms | 1681 gaps for 5120 tokens |
| hf-006 | 3.724s | 76.924s | 5120 | 64.11ms | 1671 gaps for 5120 tokens |
| hf-007 | 3.725s | 57.111s | 3205 | 64.79ms | 1161 gaps for 3205 tokens |
| hf-008 | 3.706s | 69.006s | 4143 | 65.91ms | 1436 gaps for 4143 tokens |
| hf-009 | 3.720s | 61.888s | 3265 | 62.21ms | 1266 gaps for 3265 tokens |
| hf-010 | 3.709s | 64.832s | 3988 | 67.81ms | 1335 gaps for 3988 tokens |
| hf-011 | 3.631s | 79.738s | 5120 | 93.15ms | 1774 gaps for 5120 tokens |
| hf-012 | 3.637s | 70.887s | 3743 | 54.64ms | 1509 gaps for 3743 tokens |
| hf-013 | 3.654s | 77.316s | 3570 | 75.33ms | 1678 gaps for 3570 tokens |
| hf-014 | 3.697s | 62.787s | 3721 | 61.78ms | 1287 gaps for 3721 tokens |
| hf-015 | 3.659s | 79.058s | 5120 | 56.84ms | 1743 gaps for 5120 tokens |
| hf-016 | 3.629s | 70.455s | 4260 | 53.82ms | 1499 gaps for 4260 tokens |
| hf-017 | 3.674s | 73.376s | 5120 | 63.58ms | 1549 gaps for 5120 tokens |
| hf-018 | 3.617s | 81.109s | 5120 | 57.00ms | 1844 gaps for 5120 tokens |
| hf-019 | 3.652s | 78.942s | 4902 | 54.23ms | 1739 gaps for 4902 tokens |
| hf-020 | 3.658s | 71.761s | 5120 | 79.39ms | 1511 gaps for 5120 tokens |
| hf-021 | 3.619s | 69.050s | 4328 | 74.55ms | 1446 gaps for 4328 tokens |
| hf-022 | 3.710s | 79.078s | 5103 | 64.41ms | 1774 gaps for 5103 tokens |
| hf-023 | 3.713s | 80.997s | 4151 | 63.41ms | 1922 gaps for 4151 tokens |
| hf-024 | 3.648s | 77.201s | 4329 | 70.72ms | 1674 gaps for 4329 tokens |
| hf-025 | 3.646s | 69.331s | 3043 | 55.56ms | 1472 gaps for 3043 tokens |
| hf-027 | 3.689s | 75.513s | 4875 | 69.24ms | 1619 gaps for 4875 tokens |
| hf-028 | 3.644s | 77.793s | 5120 | 55.69ms | 1696 gaps for 5120 tokens |
| hf-029 | 3.632s | 77.195s | 5120 | 75.57ms | 1674 gaps for 5120 tokens |
| hf-030 | 3.627s | 77.506s | 5120 | 75.61ms | 1686 gaps for 5120 tokens |
| hf-031 | 3.611s | 73.802s | 5026 | 74.57ms | 1567 gaps for 5026 tokens |
| Baseline char-16 |
|---|
| Drop |
|---|
| Limit |
|---|
| Result |
|---|
| hf-000 | 0.6736 | 0.6388 | -0.0348 | 0.1000 | Passed |
| hf-001 | 0.7102 | 0.7296 | 0.0194 | 0.1000 | Passed |
| hf-002 | 0.9304 | 0.9361 | 0.0057 | 0.1000 | Passed |
| hf-003 | 0.7858 | 0.7174 | -0.0683 | 0.1000 | Passed |
| hf-004 | 0.7831 | 0.8013 | 0.0182 | 0.1000 | Passed |
| hf-005 | 0.7236 | 0.6697 | -0.0539 | 0.1000 | Passed |
| hf-006 | 0.8739 | 0.6384 | -0.2354 | 0.1000 | Passed |
| hf-007 | 0.7977 | 0.7552 | -0.0425 | 0.1000 | Passed |
| hf-008 | 0.8543 | 0.8194 | -0.0349 | 0.1000 | Passed |
| hf-009 | 0.9159 | 0.8994 | -0.0165 | 0.1000 | Passed |
| hf-010 | 0.7711 | 0.6767 | -0.0944 | 0.1000 | Passed |
| hf-011 | 0.7806 | 0.8140 | 0.0334 | 0.1000 | Passed |
| hf-012 | 0.8578 | 0.7565 | -0.1013 | 0.1000 | Passed |
| hf-013 | 0.9069 | 0.9176 | 0.0107 | 0.1000 | Passed |
| hf-014 | 0.7718 | 0.8834 | 0.1116 | 0.1000 | Failed distinct 16-gram ratio 0.772 is more than 0.10 below baseline 0.883 over 16891 chars |
| hf-015 | 0.7126 | 0.7942 | 0.0816 | 0.1000 | Passed |
| hf-016 | 0.8362 | 0.8334 | -0.0028 | 0.1000 | Passed |
| hf-017 | 0.6941 | 0.7593 | 0.0652 | 0.1000 | Passed |
| hf-018 | 0.8399 | 0.8888 | 0.0489 | 0.1000 | Passed |
| hf-019 | 0.8394 | 0.7306 | -0.1088 | 0.1000 | Passed |
| hf-020 | 0.5969 | 0.5574 | -0.0396 | 0.1000 | Passed |
| hf-021 | 0.7934 | 0.7405 | -0.0529 | 0.1000 | Passed |
| hf-022 | 0.7689 | 0.7670 | -0.0019 | 0.1000 | Passed |
| hf-023 | 0.9429 | 0.8767 | -0.0662 | 0.1000 | Passed |
| hf-024 | 0.8642 | 0.6588 | -0.2054 | 0.1000 | Passed |
| hf-025 | 0.9564 | 0.8808 | -0.0756 | 0.1000 | Passed |
| hf-027 | 0.7565 | 0.6940 | -0.0626 | 0.1000 | Passed |
| hf-028 | 0.7400 | 0.6719 | -0.0681 | 0.1000 | Passed |
| hf-029 | 0.8379 | 0.7355 | -0.1024 | 0.1000 | Passed |
| hf-030 | 0.7613 | 0.7141 | -0.0472 | 0.1000 | Passed |
| hf-031 | 0.7441 | 0.5707 | -0.1735 | 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-014 | 1 | 0.91642 | 1 | 0 |
| hf-003 | 1 | 0.313504 | 1 | 0 |
| hf-001 | 1 | 0.143471 | 1 | 0 |
| hf-007 | 1 | 0.251762 | 1 | 0 |
| hf-031 | 1 | 0.506728 | 1 | 0 |
| hf-027 | 1 | 0.44245 | 1 | 0 |
| hf-025 | 1 | 0.397412 | 1 | 0 |
| hf-021 | 1 | 0.56603 | 1 | 0 |
| hf-016 | 1 | 0.724321 | 1 | 0 |
| hf-012 | 1 | 0.511421 | 1 | 0 |
| hf-020 | 1 | 0.245154 | 1 | 0 |
| hf-002 | 1 | 0.440527 | 1 | 0 |
| hf-010 | 1 | 0.782959 | 1 | 0 |
| hf-017 | 1 | 0.397818 | 1 | 0 |
| hf-029 | 1 | 0.498641 | 1 | 0 |
| hf-008 | 1 | 0.612374 | 1 | 0 |
| hf-005 | 1 | 0.528863 | 1 | 0 |
| hf-013 | 1 | 0.321389 | 1 | 0 |
| hf-028 | 1 | 0.243526 | 1 | 0 |
| hf-006 | 1 | 0.832691 | 1 | 0 |
| hf-019 | 1 | 0.460991 | 1 | 0 |
| hf-015 | 1 | 0.992364 | 1 | 0 |
| hf-000 | 1 | 0.567334 | 1 | 0 |
| hf-004 | 1 | 0.816071 | 1 | 0 |
| hf-011 | 1 | 0.76435 | 1 | 0 |
| hf-024 | 1 | 0.897191 | 1 | 0 |
| hf-030 | 1 | 0.321942 | 1 | 0 |
| hf-018 | 1 | 0.72616 | 1 | 0 |
| hf-022 | 1 | 0.90875 | 1 | 0 |
| hf-009 | 1 | 1.009705 | 1 | 0 |
| hf-023 | 1 | 0.446593 | 1 | 0 |
| hf-007 | 2 | 0.251762 | 1 | 0 |
| hf-024 | 2 | 0.897191 | 1 | 0 |
| hf-015 | 2 | 0.992364 | 1 | 0 |
| hf-009 | 2 | 1.009705 | 1 | 0 |
| hf-001 | 2 | 0.143471 | 1 | 0 |
| hf-014 | 2 | 0.91642 | 1 | 0 |
| hf-011 | 2 | 0.76435 | 1 | 0 |
| hf-010 | 2 | 0.782959 | 1 | 0 |
| hf-021 | 2 | 0.56603 | 1 | 0 |
| hf-025 | 2 | 0.397412 | 1 | 0 |
| hf-012 | 2 | 0.511421 | 1 | 0 |
| hf-008 | 2 | 0.612374 | 1 | 0 |
| hf-019 | 2 | 0.460991 | 1 | 0 |
| hf-017 | 2 | 0.397818 | 1 | 0 |
| hf-030 | 2 | 0.321942 | 1 | 0 |
| hf-016 | 2 | 0.724321 | 1 | 0 |
| hf-002 | 2 | 0.440527 | 1 | 0 |
| hf-028 | 2 | 0.243526 | 1 | 0 |
| hf-004 | 2 | 0.816071 | 1 | 0 |
| hf-003 | 2 | 0.313504 | 1 | 0 |
| hf-027 | 2 | 0.44245 | 1 | 0 |
| hf-013 | 2 | 0.321389 | 1 | 0 |
| hf-006 | 2 | 0.832691 | 1 | 0 |
| hf-005 | 2 | 0.528863 | 1 | 0 |
| hf-000 | 2 | 0.567334 | 1 | 0 |
| hf-020 | 2 | 0.245154 | 1 | 0 |
| hf-031 | 2 | 0.506728 | 1 | 0 |
| hf-022 | 2 | 0.90875 | 1 | 0 |
| hf-029 | 2 | 0.498641 | 1 | 0 |
| hf-018 | 2 | 0.72616 | 1 | 0 |
| hf-023 | 2 | 0.446593 | 1 | 0 |
| hf-017 | 3 | 0.397818 | 1 | 0 |
| hf-004 | 3 | 0.816071 | 1 | 0 |
| hf-010 | 3 | 0.782959 | 1 | 0 |
| hf-009 | 3 | 1.009705 | 1 | 0 |
| hf-002 | 3 | 0.440527 | 1 | 0 |
| hf-008 | 3 | 0.612374 | 1 | 0 |
| hf-016 | 3 | 0.724321 | 1 | 0 |
| hf-000 | 3 | 0.567334 | 1 | 0 |
| hf-003 | 3 | 0.313504 | 1 | 0 |
| hf-021 | 3 | 0.56603 | 1 | 0 |
| hf-022 | 3 | 0.90875 | 1 | 0 |
| hf-020 | 3 | 0.245154 | 1 | 0 |
| hf-005 | 3 | 0.528863 | 1 | 0 |
| hf-025 | 3 | 0.397412 | 1 | 0 |
| hf-031 | 3 | 0.506728 | 1 | 0 |
| hf-006 | 3 | 0.832691 | 1 | 0 |
| hf-007 | 3 | 0.251762 | 1 | 0 |
| hf-029 | 3 | 0.498641 | 1 | 0 |
| hf-024 | 3 | 0.897191 | 1 | 0 |
| hf-014 | 3 | 0.91642 | 1 | 0 |
| hf-013 | 3 | 0.321389 | 1 | 0 |
| hf-030 | 3 | 0.321942 | 1 | 0 |
| hf-028 | 3 | 0.243526 | 1 | 0 |
| hf-011 | 3 | 0.76435 | 1 | 0 |
| hf-019 | 3 | 0.460991 | 1 | 0 |
| hf-001 | 3 | 0.143471 | 1 | 0 |
| hf-012 | 3 | 0.511421 | 1 | 0 |
| hf-023 | 3 | 0.446593 | 1 | 0 |
| hf-015 | 3 | 0.992364 | 1 | 0 |
| hf-018 | 3 | 0.72616 | 1 | 0 |
| hf-027 | 3 | 0.44245 | 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