Best payroll software

We asked 10 models: The best payroll software for a small or mid-sized business. 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
75%
Same model, run twice
89%
Different picks
18

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

3 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. Gusto
  2. ADP Workforce Now
  3. Rippling
  4. Paychex
  5. QuickBooks Payroll
  6. Paycor
  7. Paylocity
  8. Justworks
  9. Paycom
  10. OnPay

62% with consensus · 85% self-consistent

GPT-6 Luna

  1. Gusto
  2. ADP Run
  3. Paychex
  4. Rippling
  5. QuickBooks Payroll
  6. OnPay
  7. Patriot Payroll
  8. Paylocity
  9. Square Payroll
  10. SurePayroll

84% with consensus · 88% self-consistent

Gemini 4 Argon

  1. Gusto
  2. Rippling
  3. ADP Run
  4. Paychex
  5. QuickBooks Payroll
  6. OnPay
  7. Deel
  8. Square Payroll
  9. Justworks
  10. Paylocity

81% with consensus · 97% self-consistent

Qwen 3.8 Flash

  1. Gusto
  2. ADP Run
  3. Rippling
  4. Paychex
  5. OnPay
  6. QuickBooks Payroll
  7. Square Payroll
  8. BambooHR
  9. Workday
  10. Paylocity

81% with consensus · 85% self-consistent

DeepSeek V4 Pro

  1. Gusto
  2. QuickBooks Payroll
  3. OnPay
  4. Paychex
  5. ADP Run
  6. Patriot Payroll
  7. Rippling
  8. Square Payroll
  9. SurePayroll
  10. Justworks

87% with consensus · 91% self-consistent

GLM-5.3

  1. Gusto
  2. QuickBooks Payroll
  3. ADP Run
  4. Paychex
  5. OnPay
  6. Rippling
  7. Square Payroll
  8. Patriot Payroll
  9. SurePayroll
  10. Wave Payroll

97% with consensus · 91% self-consistent

Kimi K3

  1. Gusto
  2. QuickBooks Payroll
  3. ADP Run
  4. OnPay
  5. Paychex
  6. Rippling
  7. SurePayroll
  8. Patriot Payroll
  9. Wave Payroll
  10. Square Payroll

91% with consensus · 83% self-consistent

MiniMax M3

  1. Gusto
  2. QuickBooks Payroll
  3. ADP Run
  4. Paychex
  5. Wave Payroll
  6. Square Payroll
  7. OnPay
  8. Justworks
  9. Paylocity
  10. Patriot Payroll

89% with consensus · 94% self-consistent

Mistral Large 4

  1. Gusto
  2. ADP Run
  3. QuickBooks Payroll
  4. Paychex
  5. Deel
  6. Rippling
  7. BambooHR
  8. Paylocity
  9. Justworks
  10. OnPay

81% with consensus · 89% self-consistent

Nemotron 3 Ultra

  1. Gusto
  2. ADP Run
  3. QuickBooks Payroll
  4. Paychex
  5. Rippling
  6. OnPay
  7. Patriot Payroll
  8. SurePayroll
  9. BambooHR
  10. Paycom

88% with consensus · 84% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 56 (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 5.5656966575856576261
GPT-6 Luna658388738177738190
Gemini 4 Argon698386717974747879
Qwen 3.8 Flash668886708074728085
DeepSeek V4 Pro577371709088817180
GLM-5.3588179809094897987
Kimi K3567774748894847685
MiniMax M3577374728189847778
Mistral Large 4628178807179767787
Nemotron 3 Ultra619079858087857887