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 Customer Support brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Signal | Mention coverage | Mention coverage | Mention share | Citation share | Engine breadth | OpenAI rec. presence | OpenAI coverage | Confidence | N | Change | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Zendeskcompany | 50.0% | 50% | 22.64% | 20% | 3 | 62.5% | 43.75% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 02 | Freshworks Freshdeskcompany | 39.6% | 39.58% | 17.92% | 7.5% | 3 | 62.5% | 43.75% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 03 | Intercomcompany | 25.0% | 25% | 11.32% | 5% | 3 | 12.5% | 18.75% | 100% | 48 | — | — | Analyze brandViewing why | ||
| 04 | Kustomercompany | 18.8% | 18.75% | 8.49% | 20% | 3 | 12.5% | 12.5% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 05 | HubSpot Service Hubcompany | 18.8% | 18.75% | 8.49% | 7.5% | 2 | 37.5% | 31.25% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 06 | Salesforce Service Cloudcompany | 18.8% | 18.75% | 8.49% | 10% | 3 | 0% | 18.75% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 07 | NICE CXonecompany | 16.7% | 16.67% | 7.55% | 12.5% | 3 | 12.5% | 12.5% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 08 | Genesys Cloud CXcompany | 12.5% | 12.5% | 5.66% | 0% | 3 | 25% | 18.75% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 09 | Gorgiascompany | 8.3% | 8.33% | 3.77% | 5% | 3 | 12.5% | 6.25% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 10 | Talkdeskcompany | 8.3% | 8.33% | 3.77% | 0% | 2 | 0% | 0% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 11 | ServiceNow Customer Service Managementcompany | 2.1% | 2.08% | 0.94% | 12.5% | 1 | 0% | 0% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 12 | Gladlycompany | 2.1% | 2.08% | 0.94% | 0% | 1 | 12.5% | 6.25% | 100% | 48 | — | — | 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 |
|---|---|---|---|---|---|---|---|
| Zendeskzendesk.com | 50.0%24/48 | BASE | 37.5% | 60 | 8 | 8 | 3/3 |
| Freshworks Freshdeskfreshworks.com | 39.6%19/48 | -10.4 pp | 29.7% | 52 | 3 | 3 | 3/3 |
| Intercomintercom.com | 25.0%12/48 | -25.0 pp | 18.8% | 40 | 1 | 2 | 3/3 |
| Salesforce Service Cloudsalesforce.com | 18.8%9/48 | -31.3 pp | 14.1% | 10 | 4 | 4 | 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 customer support platforms are best for an omnichannel service organization managing tickets, messaging, voice, and self-service?recommendation | ZendeskFreshworks Freshdesk · C1 | Zendesk · C1IntercomFreshworks Freshdesk | Zendesk · C1IntercomFreshworks Freshdesk |
| 02 Recommend a customer service platform with production AI agents, grounded knowledge, safe actions, human handoff, and resolution analytics.recommendation | ZendeskFreshworks Freshdesk | ZendeskIntercomFreshworks Freshdesk | Zendesk · C1 |
| 03 Which cloud contact center platforms are strongest for global voice, digital channels, routing, workforce management, QA, and compliance?recommendation | No selected brand | No selected brand | No selected brand |
| 04 Recommend a support platform for a growing SaaS company that needs email, chat, product context, a help center, automation, and reporting.recommendation | ZendeskIntercomFreshworks Freshdesk | ZendeskIntercom · C2Freshworks Freshdesk | Zendesk · C1IntercomFreshworks Freshdesk · C1 |
| 05 Which customer service tools are best for an ecommerce brand that needs order context, social messaging, returns workflows, and seasonal scale?recommendation | ZendeskFreshworks Freshdesk | ZendeskFreshworks Freshdesk | No selected brand |
| 06 Recommend a support platform with strong knowledge authoring, search, content governance, localization, and agent-assist capabilities.recommendation | Zendesk | No selected brand | No selected brand |
| 07 Which service platforms are strongest for conversation review, automated QA, coaching, workforce planning, and customer-sentiment analysis?recommendation | No selected brand | Zendesk | ZendeskSalesforce Service Cloud |
| 08 What customer support platform should a startup evaluate for fast setup, transparent cost, effective automation, and low administration overhead?recommendation | Freshworks Freshdesk | Freshworks Freshdesk | ZendeskSalesforce Service Cloud · C1IntercomFreshworks Freshdesk |
| 09 Compare customer service platforms on channels, routing, automation, AI resolution, knowledge, integrations, analytics, governance, and support.commercial | ZendeskIntercomFreshworks Freshdesk | ZendeskSalesforce Service CloudIntercomFreshworks Freshdesk | ZendeskSalesforce Service CloudFreshworks Freshdesk |
| 10 How should a buyer compare support-platform pricing across agent seats, AI resolutions, telephony, channels, usage, and premium modules?commercial | Salesforce Service Cloud · C1 | Salesforce Service Cloud · C1 | Zendesk · C1 |
| 11 Create a proof-of-concept scorecard for support platforms covering resolution rate, handle time, handoff quality, accuracy, adoption, and administration.commercial | No selected brand | Zendesk · C1 | No selected brand |
| 12 Compare customer-service AI agents on grounding, action controls, evaluation, hallucination handling, escalation, audit logs, and rollback.commercial | No selected brand | No selected brand | No selected brand |
| 13 Which criteria expose migration complexity and lock-in risk when selecting a strategic customer support platform?commercial | No selected brand | Zendesk · C1 | No selected brand |
| 14 Compare support vendors on identity, encryption, auditability, private connectivity, data residency, retention, and regulated-data controls.commercial | No selected brand | No selected brand | No selected brand |
| 15 Create a shortlist of customer service vendors for a global enterprise consolidating help desk, contact center, knowledge, and AI automation.commercial | ZendeskSalesforce Service CloudIntercomFreshworks Freshdesk | ZendeskSalesforce Service CloudIntercomFreshworks Freshdesk · C1 | Zendesk · C1IntercomFreshworks Freshdesk |
| 16 When should a company consolidate ticketing, contact center, knowledge, workforce management, QA, and AI agents on one service platform?commercial | Salesforce Service Cloud · C1 | No selected brand | 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 |
|---|---|---|---|---|---|
| kustomer.com | 8 | 3 | 3 | #1 | Open source ↗ |
| zendesk.com | 7 | 6 | 2 | #1 | Open source ↗ |
| fin.ai | 7 | 5 | 3 | #1 | Open source ↗ |
| front.com | 7 | 4 | 2 | #1 | Open source ↗ |
| reddit.com | 6 | 6 | 3 | #2 | Open source ↗ |
| bluetweak.com | 6 | 5 | 3 | #2 | Open source ↗ |
| nextiva.com | 5 | 4 | 3 | #1 | Open source ↗ |
| nice.com | 4 | 4 | 3 | #1 | Open source ↗ |
| featurebase.app | 4 | 4 | 2 | #2 | Open source ↗ |
| salesforce.com | 4 | 3 | 3 | #3 | Open source ↗ |
| asapp.com | 4 | 2 | 3 | #2 | Open source ↗ |
| cresta.com | 3 | 3 | 3 | #1 | Open source ↗ |
| gartner.com | 3 | 3 | 3 | #1 | Open source ↗ |
| usepylon.com | 3 | 3 | 2 | #1 | Open source ↗ |
| youtube.com | 3 | 3 | 1 | #1 | Open source ↗ |
| blog.hubspot.com | 3 | 3 | 2 | #2 | Open source ↗ |
| linkedin.com | 3 | 3 | 3 | #2 | Open source ↗ |
| freshworks.com | 3 | 3 | 3 | #4 | Open source ↗ |
| monday.com | 3 | 2 | 3 | #1 | Open source ↗ |
| macronetservices.com | 3 | 2 | 2 | #2 | Open source ↗ |
Ranks a reviewed Customer Support 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 | 12.5 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 31.25 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 37.5 | 0% | — | 1 | available |
| public prompt brand citation share | 5 | 0% | — | 1 | available |
|---|
| public prompt brand engine breadth | 3 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 25 | 100% | 25 | 1 | available |
|---|
| public prompt brand mention share | 11.320755 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 29.166667 | 0% | — | 1 | available |
|---|
| public prompt gemini brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 25 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 37.5 | 0% | — | 1 | available |
|---|
| public prompt openai brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 18.75 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 12.5 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"customer-support-platforms-2026-07-27","runArtifactIds":["9a7608e8-5906-4629-985f-d5a98ac6f1a5","c8b4dc52-13cd-4a8e-832e-b7399bd7a5b7","83f2469d-f6c4-4375-b9ee-06843694f958","9b7af899-1550-4ff8-b9f6-5f2f6a786ede","8ad74797-9699-4a0c-9b6d-d5dc8e7012d7","0433d1a0-c6dc-4387-ac9a-7e470c98bff3","5621aef9-fd02-4c00-bc82-3a2de5c5e9ec","2eb3a1f7-ddc2-4599-aed0-08c65617ae5b","edbab3eb-721f-41b3-8db8-9330aa964b98","0a05fa54-894c-4c03-9c04-657af08dbc6a","0110e1fe-fffd-489b-b534-6f044d761a8d","3f6bc027-6a05-4d66-ac6c-21efbdaacc86","b3457846-42df-410f-8614-938857377607","a57b5aba-902e-4d64-ae60-af8a28275758","46db0202-f393-4baa-a923-3ab873d42ca9","ad7fe637-564f-4bf3-9649-b8045139034a","0f1e8bd1-596a-4884-968e-8dd6005feb65","4e8d9c63-9c8a-4de6-9010-849e27cc4fed","1490d8d8-ef2e-4ac3-9162-560ed06db3fe","02aacbc2-1c27-4c5b-b4c0-ea3a29cf73cf","5f8a2b05-1b20-41e2-8dd6-1f421bd6ee5d","f5b827ea-222e-4b37-9a13-c991608732bb","faab9bb7-4f17-4833-86f0-b98fdc72401e","aae63d3d-346c-4d37-bfd5-b4e558398266","eb6d14b5-31fe-40f7-afb2-aba0e778fb56","382889f3-906c-4772-853d-ec7aa055f4cf","d92f93d8-c776-4014-9de8-f82fcb36c017","71fb3eb2-a373-4998-8c9d-27879f4b3542","50497762-d134-44a7-ba14-5e2998c80654","cb79cd5b-af6f-44ab-bc95-1e445cfe765b","38255b56-e638-4506-8e00-3ededf7cc97e","72617f29-98db-4a08-8005-a29e8db64627","053c6fb9-df5f-45c0-8e0c-f4bf1d813697","f0eba7c0-6a35-43cf-be13-84ab0f0ffffe","ec70aa6a-c6d9-47cc-b866-4b8a54ebdf1b","42d2ce31-060b-4239-a583-36cac7dc83a2","15b26d83-22cc-472e-9b18-2e2271304e54","6eb5b08e-aa73-4e61-971c-b762ba988df8","b906191a-63a0-48c4-8b8a-777cba6de0ca","5373d493-c626-40c9-b3ce-33c465195220","6bd35194-a80f-4d0f-9dff-47bcf495b767","67b37386-7212-4453-88c4-d3086f3448cb","8b9e4ce5-88cf-4ac8-9787-504e2d2c0d75","a700e4c1-1979-4ed2-a0e3-f7c6e1f8a9e8","3820a0cf-d4ad-4a8b-9e36-86bb51a83f61","8753cd95-0c6f-44c1-86b5-75234edd09e7","962bee41-e62e-4a3d-9279-50ad682507cb","d12bce89-5ebe-43dc-b54b-7655bcc166bf"],"benchmarkVersion":"4-customer-support-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}