Loading ranking table…
Loading the latest published snapshot and its supporting evidence.
LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Shows the leading reviewed Data Integration brand for every public prompt and its cross-engine consistency.
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Fivetranfivetran.com | 56.3%27/48 | BASE | 45.8% | 100 | 5 | 5 | 3/3 |
| Airbyteairbyte.com | 27.1%13/48 | -29.2 pp | 22.0% | 67 | 4 | 5 | 3/3 |
| Informaticainformatica.com | 20.8%10/48 | -35.4 pp | 16.9% | 30 | 1 | 1 | 3/3 |
| Matillionmatillion.com | 18.8%9/48 | -37.5 pp | 15.3% | 10 | 3 | 3 | 3/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which managed data integration platforms are best for loading many SaaS and database sources into a cloud warehouse?recommendation | FivetranInformaticaMatillion | FivetranAirbyte · C1Matillion | FivetranInformaticaMatillion |
| 02 Recommend a self-hostable data integration platform with broad connectors, orchestration, observability, and extensibility.recommendation | Airbyte | Airbyte | Informatica |
| 03 Which data integration tools are strongest for reliable low-latency change data capture from operational databases?recommendation | FivetranAirbyte | Fivetran | Fivetran · C1AirbyteMatillion · C1 |
| 04 Recommend a platform for syncing governed warehouse data into sales, marketing, support, and advertising applications.recommendation | No selected brand | FivetranMatillion · C1 | No selected brand |
| 05 Which data integration platforms best support enterprise governance, lineage, private networking, auditability, and role control?recommendation | Informatica | Informatica | No selected brand |
| 06 Recommend a data pipeline service with dependable managed connectors for finance, CRM, advertising, support, and product analytics.recommendation | FivetranMatillion | FivetranAirbyte | Fivetran · C1 |
| 07 Which data integration platform works best with modular SQL transformation, workflow orchestration, testing, and warehouse-native execution?recommendation | FivetranMatillion | Fivetran | No selected brand |
| 08 What data integration tool should a startup evaluate for fast setup, predictable cost, common connectors, and low maintenance?recommendation | Fivetran · C1Airbyte · C2 | Fivetran | Fivetran |
| 09 Compare data integration platforms on connector coverage, freshness, reliability, observability, governance, deployment, and support.commercial | FivetranAirbyteInformatica | FivetranAirbyteInformatica | Fivetran |
| 10 How should a buyer compare data integration pricing across rows, active records, compute, connectors, and platform fees?commercial | Fivetran · C1 | Fivetran | No selected brand |
| 11 Create a proof-of-concept scorecard for measuring pipeline freshness, recovery, data loss, duplicate handling, and support quality.commercial | No selected brand | No selected brand | No selected brand |
| 12 Compare how data integration tools handle schema drift, connector changes, backfills, replay, and destination compatibility.commercial | FivetranMatillion · C1 | FivetranAirbyteMatillion | Fivetran · C1Airbyte · C1 |
| 13 Which criteria expose lock-in and migration risk when choosing a managed data integration platform?commercial | No selected brand | No selected brand | No selected brand |
| 14 Compare data pipeline vendors on encryption, secrets, private connectivity, data residency, compliance, and customer-managed deployment.commercial | FivetranAirbyte · C1 | FivetranAirbyte | No selected brand |
| 15 Create a shortlist of data integration vendors for a global enterprise modernizing batch, streaming, and activation pipelines.commercial | FivetranInformatica | FivetranInformatica | No selected brand |
| 16 When should a company consolidate ingestion, transformation, quality, observability, and activation on one data integration platform?commercial | No selected brand | Informatica · C1 | No selected brand |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| domo.com | 19 | 8 | 3 | #1 | Open source ↗ |
| integrate.io | 14 | 16 | 3 | #1 | Open source ↗ |
| skyvia.com | 14 | 5 | 3 | #1 | Open source ↗ |
| reddit.com | 8 | 8 | 3 | #1 | Open source ↗ |
| gartner.com | 7 | 3 | 3 | #3 | Open source ↗ |
| linkedin.com | 6 | 5 | 3 | #1 | Open source ↗ |
| striim.com | 6 | 4 | 3 | #2 | Open source ↗ |
| qlik.com | 5 | 7 | 3 | #1 | Open source ↗ |
| fivetran.com | 5 | 5 | 2 | #2 | Open source ↗ |
| peliqan.io | 5 | 3 | 3 | #2 | Open source ↗ |
| alation.com | 4 | 8 | 3 | #1 | Open source ↗ |
| airbyte.com | 4 | 5 | 3 | #2 | Open source ↗ |
| medium.com | 4 | 4 | 2 | #1 | Open source ↗ |
| streamkap.com | 4 | 2 | 3 | #1 | Open source ↗ |
| matillion.com | 3 | 3 | 3 | #1 | Open source ↗ |
| tinybird.co | 3 | 3 | 2 | #1 | Open source ↗ |
| acceldata.io | 3 | 3 | 2 | #2 | Open source ↗ |
| boomi.com | 3 | 3 | 2 | #2 | Open source ↗ |
| atlan.com | 3 | 3 | 2 | #3 | Open source ↗ |
| ovaledge.com | 3 | 3 | 2 | #4 | Open source ↗ |
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 | 6 | 0% | — | 1 | available |
| public prompt citation urls | 19 | 0% | — | 1 | available |
| public prompt distinct reviewed brands | 4 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 66.666667 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 100% | 100 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"data-integration-startup","corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["b3992120-e322-4df0-9e35-6a8c87d87907","14b8b139-718b-465c-a52b-9b9b5b85d7ce","3c28fd15-1f44-4240-8a49-c0f879a56738"],"parentSnapshotId":"70651c03-09d6-4ab0-b280-5aba40952179","providerMatrixVersion":"64232fd32583"}{"promptSlug":"data-integration-startup","corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["b3992120-e322-4df0-9e35-6a8c87d87907","14b8b139-718b-465c-a52b-9b9b5b85d7ce","3c28fd15-1f44-4240-8a49-c0f879a56738"],"parentSnapshotId":"70651c03-09d6-4ab0-b280-5aba40952179","providerMatrixVersion":"64232fd32583"}{"promptSlug":"data-integration-startup","corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["b3992120-e322-4df0-9e35-6a8c87d87907","14b8b139-718b-465c-a52b-9b9b5b85d7ce","3c28fd15-1f44-4240-8a49-c0f879a56738"],"parentSnapshotId":"70651c03-09d6-4ab0-b280-5aba40952179","providerMatrixVersion":"64232fd32583"}{"promptSlug":"data-integration-startup","corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["b3992120-e322-4df0-9e35-6a8c87d87907","14b8b139-718b-465c-a52b-9b9b5b85d7ce","3c28fd15-1f44-4240-8a49-c0f879a56738"],"parentSnapshotId":"70651c03-09d6-4ab0-b280-5aba40952179","providerMatrixVersion":"64232fd32583"}{"promptSlug":"data-integration-startup","corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["b3992120-e322-4df0-9e35-6a8c87d87907","14b8b139-718b-465c-a52b-9b9b5b85d7ce","3c28fd15-1f44-4240-8a49-c0f879a56738"],"parentSnapshotId":"70651c03-09d6-4ab0-b280-5aba40952179","providerMatrixVersion":"64232fd32583"}