Best help desk software (worth paying for?)

We asked 10 models: Which help desk tools are actually worth paying for? Each named its own top 10.

Asked 4 ways: List request · Buyer asking for advice · Search query · Worth paying for?. Share of voice pools every wording.

Agreement between models
84%
Same model, run twice
90%
Different picks
17

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

This question was also asked with web search on. See which products change when the models look things up first.

The consensus

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#PickScoreListed byClaude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra

2 lower-scoring picks are not shown; every ballot below lists them in full.

Most divisive

Picks most models listed, at very different positions

Hot takes

Picks that appear on only one ballot

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Haiku 5.5

  1. Zendesk
  2. Freshdesk
  3. Help Scout
  4. HubSpot Service Hub
  5. Intercom
  6. ServiceNow
  7. Jira Service Management
  8. Zoho Desk
  9. Salesforce
  10. Front

82% with consensus · 90% self-consistent

GPT-6 Luna

  1. Zendesk
  2. Freshdesk
  3. Intercom
  4. Help Scout
  5. Jira Service Management
  6. Salesforce Service Cloud
  7. ServiceNow
  8. Zoho Desk
  9. Front
  10. Gorgias

90% with consensus · 91% self-consistent

Gemini 4 Argon

  1. Zendesk
  2. Intercom
  3. Freshdesk
  4. Help Scout
  5. Jira Service Management
  6. Front
  7. Zoho Desk
  8. Gorgias
  9. ServiceNow
  10. HubSpot Service Hub

86% with consensus · 91% self-consistent

Qwen 3.8 Flash

  1. Zendesk
  2. Freshdesk
  3. Jira Service Management
  4. Intercom
  5. HubSpot Service Hub
  6. Zoho Desk
  7. Front
  8. Help Scout
  9. Gorgias
  10. Guru

90% with consensus · 93% self-consistent

DeepSeek V4 Pro

  1. Zendesk
  2. Freshdesk
  3. Intercom
  4. Jira Service Management
  5. Help Scout
  6. HubSpot Service Hub
  7. Zoho Desk
  8. HappyFox
  9. Kayako
  10. ServiceNow

95% with consensus · 91% self-consistent

GLM-5.3

  1. Zendesk
  2. Freshdesk
  3. Intercom
  4. Zoho Desk
  5. Help Scout
  6. Jira Service Management
  7. LiveAgent
  8. Kayako
  9. Gorgias
  10. ServiceNow

89% with consensus · 96% self-consistent

Kimi K3

  1. Zendesk
  2. Freshdesk
  3. Intercom
  4. Jira Service Management
  5. Help Scout
  6. Zoho Desk
  7. ServiceNow
  8. Front
  9. Salesforce Service Cloud
  10. HubSpot Service Hub

97% with consensus · 83% self-consistent

MiniMax M3

  1. Zendesk
  2. Freshdesk
  3. Intercom
  4. Help Scout
  5. HubSpot Service Hub
  6. Jira Service Management
  7. Zoho Desk
  8. Front
  9. Salesforce Service Cloud
  10. Kayako

92% with consensus · 97% self-consistent

Mistral Large 4

  1. Zendesk
  2. Freshdesk
  3. Intercom
  4. Jira Service Management
  5. Zoho Desk
  6. Help Scout
  7. Gorgias
  8. HubSpot Service Hub
  9. Kayako
  10. LiveAgent

93% with consensus · 87% self-consistent

Nemotron 3 Ultra

  1. Zendesk
  2. Freshdesk
  3. Intercom
  4. Jira Service Management
  5. Help Scout
  6. Salesforce Service Cloud
  7. HubSpot Service Hub
  8. Gorgias
  9. Kustomer
  10. Front

92% with consensus · 86% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 75 (lightest) to 93 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5837579827781877778
GPT-6 Luna838680888693908691
Gemini 4 Argon758678828185858281
Qwen 3.8 Flash798078878086868784
DeepSeek V4 Pro828882878892929391
GLM-5.3778681808888879184
Kimi K3819385869288909190
MiniMax M3879085869287908788
Mistral Large 4778682879391918790
Nemotron 3 Ultra789181849184908890