Round 4 breakdown

scoredbaseline

Round score

weighted tier speedup after failure cap and deduction

Eligible requests

—

trusted baseline exclusions removed

Failed eligible requests

—

each request counted once

Raw weighted speedup

—

before failure cap and deduction

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.

Reference engine

The baseline is what candidates are measured against, so it has no speedup of its own. Its SLA replay is below.

Request trace

31 requests

Request	TTFT	Total	Tokens	Slowest gap	Stream
hf-000	1.732s	116.511s	5120	2.538s	2469 gaps for 5120 tokens
hf-001	3.774s	113.785s	4352	152.76ms	2469 gaps for 4352 tokens
hf-002	3.928s	63.227s

Observed request concurrency

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	32	32	26.17
2	0.000s	C32	32	32	25.42
3	0.000s	C32	32	32	25.08

Replay sampling

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

hf-011	1	0.76435	1
hf-002	1	0.440527	1
hf-014	1	0.91642	1
hf-024	1	0.897191	1
hf-008	1	0.612374	1
hf-010	1	0.782959	1
hf-016	1	0.724321	1
hf-012	1	0.511421	1
hf-004	1	0.816071	1
hf-026	1	0.864741	1
hf-015	1	0.992364	1
hf-018	1	0.72616	1
hf-022	1	0.90875	1
hf-006	1	0.832691	1
hf-009	1	1.009705	1
hf-023	1	0.446593	1
hf-013	1	0.321389	1
hf-003	1	0.313504	1
hf-001	1	0.143471	1
hf-021	1	0.56603	1
hf-007	1	0.251762	1
hf-000	1	0.567334	1
hf-029	1	0.498641	1
hf-005	1	0.528863	1
hf-019	1	0.460991	1
hf-017	1	0.397818	1
hf-025	1	0.397412	1
hf-027	1	0.44245	1
hf-031	1	0.506728	1
hf-020	1	0.245154	1
hf-030	1	0.321942	1
hf-028	1	0.243526	1
hf-025	2	0.397412	1
hf-011	2	0.76435	1
hf-018	2	0.72616	1
hf-031	2	0.506728	1
hf-009	2	1.009705	1
hf-027	2	0.44245	1
hf-015	2	0.992364	1
hf-010	2	0.782959	1
hf-002	2	0.440527	1
hf-023	2	0.446593	1
hf-014	2	0.91642	1
hf-024	2	0.897191	1
hf-000	2	0.567334	1
hf-019	2	0.460991	1
hf-022	2	0.90875	1
hf-008	2	0.612374	1
hf-026	2	0.864741	1
hf-007	2	0.251762	1
hf-016	2	0.724321	1
hf-006	2	0.832691	1
hf-012	2	0.511421	1
hf-004	2	0.816071	1
hf-003	2	0.313504	1
hf-021	2	0.56603	1
hf-001	2	0.143471	1
hf-005	2	0.528863	1
hf-029	2	0.498641	1
hf-030	2	0.321942	1
hf-017	2	0.397818	1
hf-020	2	0.245154	1
hf-028	2	0.243526	1
hf-013	2	0.321389	1
hf-026	3	0.864741	1
hf-009	3	1.009705	1
hf-002	3	0.440527	1
hf-024	3	0.897191	1
hf-011	3	0.76435	1
hf-013	3	0.321389	1
hf-018	3	0.72616	1
hf-014	3	0.91642	1
hf-004	3	0.816071	1
hf-016	3	0.724321	1
hf-022	3	0.90875	1
hf-010	3	0.782959	1
hf-015	3	0.992364	1
hf-019	3	0.460991	1
hf-003	3	0.313504	1
hf-006	3	0.832691	1
hf-008	3	0.612374	1
hf-021	3	0.56603	1
hf-023	3	0.446593	1
hf-025	3	0.397412	1
hf-012	3	0.511421	1
hf-027	3	0.44245	1
hf-005	3	0.528863	1
hf-029	3	0.498641	1
hf-000	3	0.567334	1
hf-007	3	0.251762	1
hf-017	3	0.397818	1
hf-031	3	0.506728	1
hf-020	3	0.245154	1
hf-030	3	0.321942	1
hf-028	3	0.243526	1
hf-001	3	0.143471	1