Best help desk software (buyer asking for advice)

We asked 10 models: Our support inbox is getting out of hand and we need proper help desk software. What would you recommend? 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
83%
Same model, run twice
91%
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. Salesforce
  7. Front
  8. Gorgias
  9. Kayako
  10. ServiceNow

85% with consensus · 91% self-consistent

GPT-6 Luna

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

92% with consensus · 87% self-consistent

Gemini 4 Argon

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

94% with consensus · 96% self-consistent

Qwen 3.8 Flash

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

81% with consensus · 80% self-consistent

DeepSeek V4 Pro

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

87% with consensus · 93% self-consistent

GLM-5.3

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

87% with consensus · 93% self-consistent

Kimi K3

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

99% with consensus · 91% self-consistent

MiniMax M3

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

89% with consensus · 90% self-consistent

Mistral Large 4

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

87% with consensus · 94% self-consistent

Nemotron 3 Ultra

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

88% with consensus · 92% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 73 (lightest) to 94 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5818773807785868083
GPT-6 Luna818778859192899090
Gemini 4 Argon878783828594878684
Qwen 3.8 Flash737883767681788375
DeepSeek V4 Pro808582768388878386
GLM-5.3779185768387908987
Kimi K3859294818887888888
MiniMax M3868987788790888994
Mistral Large 4809086838389888990
Nemotron 3 Ultra839084758687889490