Best help desk software (search query)

We asked 10 models: best help desk software for customer support 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
85%
Same model, run twice
92%
Different picks
15

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

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

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. HubSpot Service Hub
  4. Help Scout
  5. Intercom
  6. Salesforce
  7. Zoho Desk
  8. Kayako
  9. ServiceNow
  10. Gorgias

86% with consensus · 96% self-consistent

GPT-6 Luna

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

94% with consensus · 91% self-consistent

Gemini 4 Argon

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

92% with consensus · 92% self-consistent

Qwen 3.8 Flash

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

81% with consensus · 90% self-consistent

DeepSeek V4 Pro

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

93% with consensus · 98% self-consistent

GLM-5.3

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

91% with consensus · 95% self-consistent

Kimi K3

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

95% with consensus · 84% self-consistent

MiniMax M3

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

90% with consensus · 92% self-consistent

Mistral Large 4

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

92% with consensus · 91% self-consistent

Nemotron 3 Ultra

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

88% with consensus · 94% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 75 (lightest) to 95 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5858583837882858188
GPT-6 Luna859075888789879288
Gemini 4 Argon859084878691958690
Qwen 3.8 Flash837584817984868182
DeepSeek V4 Pro838887819092908986
GLM-5.3788786799095869383
Kimi K3828991849295919587
MiniMax M3858795869086918689
Mistral Large 4819286818993958689
Nemotron 3 Ultra888890828683878989