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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai BI & Analytics benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_insightsCross-engine brand disagreement | 100 percentderived | Jul 27, 2026 | Rank.ai BI & Analytics Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 21 urlsmeasured | Jul 27, 2026 | Rank.ai BI & Analytics Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 2 brandsmeasured | Jul 27, 2026 | Rank.ai BI & Analytics Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived | Jul 27, 2026 | Rank.ai BI & Analytics Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 2 presence_eventsmeasured | Jul 27, 2026 | Rank.ai BI & Analytics Prompt Benchmark ↗Grade A | 100% |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #14 | BI & Analytics Prompt Brand Leadersbi-analytics-platforms-prompt-brand-leaders | 33.33 | — | 100% | Jul 27, 2026 | v1-parent-c049e0aee9612d83 | Explain → |
| #1 | BI & Analytics Engine Disagreement by Promptbi-analytics-platforms-prompt-engine-disagreement | 100 | — | 100% | Jul 27, 2026 | v1-parent-c049e0aee9612d83 | Explain → |
Derives prompt-level brand leaders and cross-engine brand-set disagreement from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 2 | 0% | — | 1 | available |
| public prompt citation urls | 21 | 0% | — | 1 | available |
| public prompt distinct reviewed brands | 2 | 0% |
5 published observations for Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Distinct citation URLspublic-prompt-citation-urls | 21urls | measured | Jul 27, 2026 | 100% | View source
|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | Jul 27, 2026 | 100% | View source
|
| — |
| 1 |
| available |
| public prompt engine disagreement | 100 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"developer-friendly-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["b07a26e8-898e-4eca-8c33-f0b67a3f863c","c59f314c-13d9-4930-8092-fba143ab7430","1bec21be-6a0f-45b3-81fe-06f26d23ecb7"],"parentSnapshotId":"bc02f5be-bb7f-461b-9c47-41412b32b058","providerMatrixVersion":"64232fd32583"}{"promptSlug":"developer-friendly-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["b07a26e8-898e-4eca-8c33-f0b67a3f863c","c59f314c-13d9-4930-8092-fba143ab7430","1bec21be-6a0f-45b3-81fe-06f26d23ecb7"],"parentSnapshotId":"bc02f5be-bb7f-461b-9c47-41412b32b058","providerMatrixVersion":"64232fd32583"}{"promptSlug":"developer-friendly-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["b07a26e8-898e-4eca-8c33-f0b67a3f863c","c59f314c-13d9-4930-8092-fba143ab7430","1bec21be-6a0f-45b3-81fe-06f26d23ecb7"],"parentSnapshotId":"bc02f5be-bb7f-461b-9c47-41412b32b058","providerMatrixVersion":"64232fd32583"}{"promptSlug":"developer-friendly-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["b07a26e8-898e-4eca-8c33-f0b67a3f863c","c59f314c-13d9-4930-8092-fba143ab7430","1bec21be-6a0f-45b3-81fe-06f26d23ecb7"],"parentSnapshotId":"bc02f5be-bb7f-461b-9c47-41412b32b058","providerMatrixVersion":"64232fd32583"}{"promptSlug":"developer-friendly-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["b07a26e8-898e-4eca-8c33-f0b67a3f863c","c59f314c-13d9-4930-8092-fba143ab7430","1bec21be-6a0f-45b3-81fe-06f26d23ecb7"],"parentSnapshotId":"bc02f5be-bb7f-461b-9c47-41412b32b058","providerMatrixVersion":"64232fd32583"}{"promptSlug":"developer-friendly-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["b07a26e8-898e-4eca-8c33-f0b67a3f863c","c59f314c-13d9-4930-8092-fba143ab7430","1bec21be-6a0f-45b3-81fe-06f26d23ecb7"],"parentSnapshotId":"bc02f5be-bb7f-461b-9c47-41412b32b058","providerMatrixVersion":"64232fd32583"}| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 100percent | derived | Jul 27, 2026 | 100% | View source
|
|---|