Loading ranking table…
Loading the latest published snapshot and its supporting evidence.
LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Ranks reviewed Enterprise Search brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Signal | OpenAI recommendation-prompt presence | Mention coverage | Mention share | Citation share | Engine breadth | OpenAI rec. presence | OpenAI coverage | Confidence | N | Change | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Elastic Search AIcompany | 62.5% | 63.89% | 23.47% | 6.9% | 3 | 62.5% | 66.67% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 02 | Gleancompany | 50.0% | 47.22% | 17.35% | 17.24% | 3 | 50% | 50% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 03 | Coveocompany | 37.5% | 33.33% | 12.24% | 6.9% | 3 | 37.5% | 50% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 04 | Lucidworkscompany | 25.0% | 19.44% | 7.14% | 6.9% | 3 | 25% | 33.33% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 05 | Azure AI Searchcompany | 12.5% | 27.78% | 10.2% | 13.79% | 3 | 12.5% | 16.67% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 06 | GoSearchcompany | 12.5% | 22.22% | 8.16% | 20.69% | 3 | 12.5% | 8.33% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 07 | Sinequacompany | 12.5% | 13.89% | 5.1% | 0% | 2 | 12.5% | 25% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 08 | Algoliacompany | 12.5% | 8.33% | 3.06% | 0% | 3 | 12.5% | 8.33% | 100% | 8 | — | — | Analyze brandViewing why | ||
| 09 | Vertex AI Searchcompany | 12.5% | 8.33% | 3.06% | 6.9% | 2 | 12.5% | 8.33% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 10 | IBM watsonx Discoverycompany | 12.5% | 5.56% | 2.04% | 6.9% | 2 | 12.5% | 8.33% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 11 | Onyx AIcompany | 0.0% | 11.11% | 4.08% | 10.34% | 2 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 12 | Gurucompany | 0.0% | 5.56% | 2.04% | 0% | 1 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 13 | Amazon Kendracompany | 0.0% | 2.78% | 1.02% | 3.45% | 1 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 14 | Vectaracompany | 0.0% | 2.78% | 1.02% | 0% | 1 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 15 | deepset AI Platformcompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 16 | Yext Searchcompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank |
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 |
|---|---|---|---|---|---|---|---|
| Elastic Search AIelastic.co | 63.9%23/36 | +16.7 pp | 41.8% | 57 | 2 | 2 | 3/3 |
| Gleanglean.com | 47.2%17/36 | BASE | 30.9% | 35 | 5 | 5 | 3/3 |
| Coveocoveo.com | 33.3%12/36 | -13.9 pp | 21.8% | 24 | 2 | 2 | 3/3 |
| Algoliaalgolia.com | 8.3%3/36 | -38.9 pp | 5.5% | 4 | 0 | 0 | 3/3 |
12 prompts · 36 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 What are the best AI-powered enterprise search platforms for securely finding internal company knowledge?recommendation | GleanCoveoElastic Search AIAlgolia | Glean · C1CoveoElastic Search AI | GleanCoveoElastic Search AIAlgolia |
| 02 Recommend a workplace search platform that connects collaboration, document, ticketing, and CRM systems while preserving permissions.recommendation | Elastic Search AI | Elastic Search AI | Elastic Search AI |
| 03 Which enterprise knowledge-search platform is best for a regulated organization needing document-level access controls and audit trails?recommendation | Glean · C1 | Elastic Search AI | Glean |
| 04 Recommend an open-source or self-hosted enterprise search platform for private retrieval-augmented generation.recommendation | No selected brand | Elastic Search AI | Glean |
| 05 Which developer platform is best for hybrid keyword and vector retrieval, semantic reranking, and high-scale search?recommendation | Elastic Search AI · C1 | Elastic Search AI | Elastic Search AI |
| 06 Recommend a managed retrieval service for building grounded enterprise assistants with citations and source provenance.recommendation | No selected brand | GleanCoveo · C1Elastic Search AI | No selected brand |
| 07 Which enterprise search tools offer broad application connectors, fast content refresh, and permission-aware results?recommendation | GleanCoveoElastic Search AI | Glean | Glean · C1CoveoElastic Search AI |
| 08 What enterprise search platform should a global company evaluate for multilingual content, regional deployment, and access control?recommendation | GleanCoveoElastic Search AI | GleanCoveoElastic Search AI · C1 | Elastic Search AI |
| 09 Compare enterprise AI search platforms on connectors, relevance, permissions, governance, deployment options, and analytics.commercial | Glean · C1CoveoElastic Search AI | GleanElastic Search AI | GleanElastic Search AI |
| 10 How should buyers compare retrieval platforms for grounded AI on accuracy, latency, observability, and total cost?commercial | No selected brand | No selected brand | No selected brand |
| 11 Which enterprise search vendors support private-cloud or on-premises deployment, model flexibility, and customer-managed encryption?commercial | CoveoElastic Search AI | No selected brand | No selected brand |
| 12 Create a vendor shortlist and proof-of-concept scorecard for modernizing enterprise search and knowledge retrieval.commercial | GleanCoveo · C1Elastic Search AI | Glean · C1CoveoElastic Search AIAlgolia | 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 |
|---|---|---|---|---|---|
| gosearch.ai | 6 | 3 | 3 | #1 | Open source ↗ |
| kore.ai | 6 | 2 | 3 | #1 | Open source ↗ |
| medium.com | 5 | 5 | 2 | #1 | Open source ↗ |
| youtube.com | 5 | 5 | 2 | #1 | Open source ↗ |
| reddit.com | 5 | 5 | 3 | #3 | Open source ↗ |
| glean.com | 5 | 4 | 3 | #2 | Open source ↗ |
| moveworks.com | 4 | 4 | 3 | #4 | Open source ↗ |
| learn.microsoft.com | 4 | 3 | 2 | #1 | Open source ↗ |
| gartner.com | 3 | 3 | 1 | #1 | Open source ↗ |
| vdf.ai | 3 | 3 | 2 | #1 | Open source ↗ |
| onyx.app | 3 | 3 | 2 | #3 | Open source ↗ |
| dust.tt | 3 | 2 | 2 | #1 | Open source ↗ |
| github.com | 3 | 2 | 3 | #1 | Open source ↗ |
| meilisearch.com | 3 | 2 | 3 | #3 | Open source ↗ |
| truefoundry.com | 3 | 2 | 3 | #3 | Open source ↗ |
| dev.to | 3 | 2 | 3 | #4 | Open source ↗ |
| shaped.ai | 3 | 1 | 3 | #4 | Open source ↗ |
| actionsync.ai | 2 | 2 | 2 | #1 | Open source ↗ |
| elastic.co | 2 | 2 | 2 | #1 | Open source ↗ |
| ibm.com | 2 | 2 | 2 | #1 | Open source ↗ |
Ranks a reviewed Enterprise Search brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt anthropic brand citation share | 0 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 8.333333 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 0 | 0% | — | 1 | available |
| public prompt brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt brand engine breadth | 3 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 8.333333 | 0% | — | 1 | available |
|---|
| public prompt brand mention share | 3.061224 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 8.333333 | 0% | — | 1 | available |
|---|
| public prompt gemini brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 8.333333 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 12.5 | 0% | — | 1 | available |
|---|
| public prompt openai brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 8.333333 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 12.5 | 100% | 12.5 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}