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Dancz Ministries / DaveAI / Benchmark Continuity

Dave Benchmark Research Is Active, Gated, And Receipt-First

A proof-bound source page for the DaveAWS, DAVAR, vibe-coding, graphics, website design, research, math, video, image, compression, security, and provider-baseline benchmark lanes.

Return To DaveAI Open DNCZ Proof DaveCloud
Proof-gated benchmark page Matrix 2026-05-20T03:53:59Z OpenRouter blocked Public leaderboard claim not ready No provider call from this page

Current Truth

Weeks Of Benchmark Work Are Indexed

The Dancz side now points into Dave benchmark roots, public-score workorders, the Wave009 DAVAR matrix, and the DaveAWS public claim gate.

Boundary

One Direct Same-Task Win Is Retained

Current direct Wave009 evidence is limited to W009-SECURITY-AUTH-SECRETS-0001: DaveAWS scored 1.0, Claude CLI scored 0.0.

Next Gate

Expand Only With Same-Task Receipts

Capture a second external contender on the exact same frozen row, then widen into an 8-category smoke with retained outputs, row hashes, and scorecards.

Same-Task Pilot

Scorecard

DaveAWS
1.0 score, 1 / 1 passed
Claude CLI
0.0 score, 0 / 1 passed
OpenRouter
blocked by placeholder key/model

Public-Score DaveAWS

Claim Gate Is Still Closed

Latest gate: public_leaderboard_claim_not_ready_gate_defined. Public leaderboard claim allowed now: False.

Useful receipts exist, including no-microbot lm-eval smoke at 7/10, six sample-qualified benchmark slices, and a Hermes DaveAWS score pointer at 188/204. Those do not yet make a public leaderboard claim.

Benchmark Lanes

Coverage Map

DaveAWS CloudOne same-task Wave009 capture scored; broader named baselines still narrow.
Vibe CodingApp, debug, browser proof, deploy, acceptance, security, and refactor task families.
Website DesignNeeds rendered desktop/mobile screenshots, visual scoring, and blinded review receipts.
Graphics + ImageNeeds retained artifacts, quality rubrics, and anti-embarrassment gates.
Video + AudioTask families exist; artifact scoring and reproducible render proof are next.
ResearchNeeds source snapshots, false-source traps, citation checks, and abstention scoring.
MathNeeds theorem, numerical, generated edge-case, and final-answer verifier lanes.
CompressionMust separate lossless compression, semantic compression, and tool-allowed workflows.
SecurityWave008 local security passed 30 / 30; same-task external scorecards are still required.
Provider BaselinesClaude pilot exists. OpenRouter waits on the secure real key/model path.
Compound APIStrong tiny smokes exist, but this is not raw model-only leaderboard proof.
Public LeaderboardBlocked until identical named baselines, sample counts, costs, latency, and third-party listing gates clear.

Do Not Claim Yet

Blocked Public Language

  • Dave beats all AI.
  • DaveAWS is the public winner across providers.
  • DaveAWS has an official public leaderboard ranking.
  • BridgeBench parity is an official BridgeBench submission.
  • GPT-5.5, OpenRouter, Claude, Gemini, or other named providers have been beaten beyond the exact retained same-task receipts.

Next Gates

What Moves The Claim Forward

  • Refresh the generated estate index after each new benchmark packet.
  • Run same-task named baselines on identical frozen rows.
  • Keep public-score samples free of benchmark microbots and retain row hashes.
  • Capture website, graphics, image, and video benchmark artifacts before quality claims.
  • Promote comparison claims only after retained visual proof and explicit release approval.

BridgeBench Reference Delta

What Dave Must Match Before Public Comparison Claims

BridgeBench is a research reference for benchmark discipline, not a source to copy. The Dave lane needs its own task data, retained outputs, score receipts, and page design.

Category ScorecardsSeparate overall, UI, security, refactor, debugging, hallucination, speed, local hardware, website, media, and compression lanes.
Visible + HiddenExpose public-visible scoring while retaining hidden/adversarial checks for security, debugging, and research tasks.
Artifact ReviewUI, website, graphics, video, image, and game tasks need retained renders plus completion, visual, and interactivity scores.
Fabrication RateResearch and code-analysis tasks need unsupported-claim penalties, abstention credit, and execution-backed ground truth.
Cost + LatencyProvider baselines must track throughput, time-to-first-token, total latency, and cost beside quality scores.
Hardware LaneDave-local and DaveAWS-local runs must keep model size, quantization, pass rate, throughput, and latency separate from cloud/API scores.
No-Copy RuleDo not copy BridgeBench prompts, task data, visuals, rankings, page composition, copy, or interaction design.
Owned AdvantageUse DAVAR/DNCZ receipts, DaveAWS routes, and Dancz visual proof as our own benchmark estate instead of imitating someone else's assets.

Proof Pointers

Local Evidence Paths

ProofPath
Generated estate JSONC:\DanczMinistries\Outputs\Benchmarks\dave-benchmark-estate\benchmark_estate_index.latest.json
Dancz index MarkdownC:\DanczMinistries\Docs\dave\benchmark-estate-index.md
Local HTML source pageC:\DanczMinistries\Docs\dave\ai-benchmark-continuity.html
DAVAR matrixC:\Projects\Dave\Outputs\WO_DaveAIBenchmarkDAVAR_20260518\domination_matrix\dave_ai_benchmark_domination_matrix.json
Public claim gateC:\Projects\Dave\Outputs\WO29763_DaveAWSPublicLeaderboardClaim_20260516\daveaws_public_leaderboard_claim_gate.latest.md
WordPress source briefC:\Projects\Dave\Cloud\dancz-wordpress\docs\DAVEAI_BENCHMARK_CONTINUITY_PAGE_DRAFT_20260520.md
BridgeBench learning receiptC:\Projects\Dave\Cloud\dancz-wordpress\artifacts\benchmark-learning\bridgebench-20260520\bridgebench_learning_receipt.md

This page performs no provider calls, credential reads, deploys, or live benchmark runs. Keep it synchronized with the generated estate index and current public leaderboard claim gate.

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