The OpenRouter campaign · V1

Campaign observation

Sigma5C observed model responses through OpenRouter using a recurring prompt set and rotating task themes. The retained campaign record describes availability and response outcomes under those conditions.

What the campaign was designed to observe

The retained F022 design separated repeatability, breadth, difficulty and domain-focused questions. These are protocol descriptions, not reconstructed campaign outcomes.
ThemeDeclared task designObservation focus
Consistency and reliabilityRepeat the same prompt set across observation nights.Compare score variation, response outcomes and timing across repeated conditions.
BreadthVary prompts across task domains.Record how responses vary with the question and domain rather than treating a single task as general capability.
Difficulty tiersUse progressively harder prompts, including ambiguous or adversarial cases.Keep results associated with the declared difficulty tier.
Domain-focused workConcentrate a prompt set on a specialized domain.Examine responses within that domain and its stated conditions.

What the records distinguish

DimensionMeaning in the retained design
Response and verificationRecord response outcomes separately from any task-specific scoring or deterministic verification.
Repeated observationsCompare variation and drift across repeated prompt conditions.
Availability and rate limitsRecord unavailable responses and rate-limit events separately from response content.
Response timingDescribe timing variation alongside the conditions of the attempted request.

The public page does not reconstruct a model-by-model campaign outcome table from account activity exports. A listed model, a request entry and a successfully scored response are different records.

Export coverage

The supplied activity exports cover different accounts in different years. Only one account export overlaps this campaign, while the campaign used two routed accounts. Its request totals do not identify campaign membership or successful responses, so they cannot reconstruct the campaign’s recorded successful-call total.

Provider context

Related delivery-route references are maintained separately from this dated observation. A catalog reference does not transfer these results to another model or route.

Related observations

AI-generated & AI-scored. Every observation on this site is produced and judged by AI, and AI makes mistakes. Treat each result as a recorded observation under a declared protocol, as of its date. Method and marker legend