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Validation run: GlobalOpinionQA × GPT-4o mini (direct OpenRouter)
good first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#344 In DataViking-Tech/SynthBench;Validation run: GlobalOpinionQA × Llama 3.3 70B Instruct (direct OpenRouter)
good first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#343 In DataViking-Tech/SynthBench;Validation run: GlobalOpinionQA × Gemini 2.5 Flash Lite (direct OpenRouter)
good first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#342 In DataViking-Tech/SynthBench;Validation run: GlobalOpinionQA × Gemini 2.5 Flash (direct OpenRouter)
good first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#341 In DataViking-Tech/SynthBench;Validation run: GlobalOpinionQA × Claude Haiku 4.5 (direct OpenRouter)
good first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#340 In DataViking-Tech/SynthBench;Validation run: GSS × Claude Haiku 4.5 via SynthPanel personas (current GSS #1)
help wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#339 In DataViking-Tech/SynthBench;Validation run: GSS × Gemini 2.5 Flash (direct OpenRouter)
good first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#338 In DataViking-Tech/SynthBench;Call for third-party validation runs
authoritativenessCitations, papers, distribution to buyer-side communitiesCitations, papers, distribution to buyer-side communitieshelp wantedExtra attention is neededExtra attention is neededvalidation-runIndependent replication of a published leaderboard resultIndependent replication of a published leaderboard resultStatus: Open.#337 In DataViking-Tech/SynthBench;VRT baseline auto-regen doesn't re-trigger CI (GITHUB_TOKEN push), forcing manual dance
pmf-researchSurfaced from synthpanel-driven PMF research 2026-05-14Surfaced from synthpanel-driven PMF research 2026-05-14Status: Open.#311 In DataViking-Tech/SynthBench;Authoritativeness flywheel: methodology paper + quarterly report + citation seeding (Move 3)
authoritativenessCitations, papers, distribution to buyer-side communitiesCitations, papers, distribution to buyer-side communitiesdocumentationImprovements or additions to documentationImprovements or additions to documentationpmf-researchSurfaced from synthpanel-driven PMF research 2026-05-14Surfaced from synthpanel-driven PMF research 2026-05-14Status: Open.#258 In DataViking-Tech/SynthBench;User-configurations as first-class leaderboard entries (Move 2b)
enhancementNew feature or requestNew feature or requestleaderboardLeaderboard UX + data modelLeaderboard UX + data modelpmf-researchSurfaced from synthpanel-driven PMF research 2026-05-14Surfaced from synthpanel-driven PMF research 2026-05-14vendor-onboardingLowering friction for vendor + user-config submissionsLowering friction for vendor + user-config submissionsStatus: Open.#257 In DataViking-Tech/SynthBench;Disaggregated scorecards on the leaderboard (Move 1)
enhancementNew feature or requestNew feature or requestleaderboardLeaderboard UX + data modelLeaderboard UX + data modelpmf-researchSurfaced from synthpanel-driven PMF research 2026-05-14Surfaced from synthpanel-driven PMF research 2026-05-14Status: Open.#255 In DataViking-Tech/SynthBench;