Best expense management software (worth paying for?)

We asked 10 models: Which expense management and corporate card 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
75%
Same model, run twice
87%
Different picks
22

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

7 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. Ramp
  2. Brex
  3. Expensify
  4. Divvy
  5. Emburse
  6. Navan
  7. SAP Concur
  8. Center
  9. Coupa
  10. Pleo

83% with consensus · 90% self-consistent

GPT-6 Luna

  1. Ramp
  2. Brex
  3. Airbase
  4. Navan
  5. SAP Concur
  6. Expensify
  7. Bill.com
  8. Spendesk
  9. Pleo
  10. Zoho Expense

88% with consensus · 83% self-consistent

Gemini 4 Argon

  1. Ramp
  2. Brex
  3. Navan
  4. Airbase
  5. Expensify
  6. Spendesk
  7. Rippling Spend
  8. Pleo
  9. SAP Concur
  10. Divvy

84% with consensus · 88% self-consistent

Qwen 3.8 Flash

  1. Ramp
  2. Brex
  3. Expensify
  4. Navan
  5. Pleo
  6. SAP Concur
  7. Divvy
  8. Zoho Expense
  9. Airbase
  10. Sardine

92% with consensus · 85% self-consistent

DeepSeek V4 Pro

  1. Ramp
  2. Brex
  3. Navan
  4. Airbase
  5. Bill.com
  6. Mesh
  7. SAP Concur
  8. Divvy
  9. Expensify
  10. Zoho Expense

83% with consensus · 86% self-consistent

GLM-5.3

  1. Ramp
  2. Brex
  3. Expensify
  4. Navan
  5. Bill.com
  6. Airwallex
  7. Airbase
  8. Pleo
  9. Amex Business Platinum
  10. American Express Business

88% with consensus · 75% self-consistent

Kimi K3

  1. Ramp
  2. Brex
  3. Expensify
  4. SAP Concur
  5. Navan
  6. Airbase
  7. Bill.com
  8. Pleo
  9. Rydoo
  10. Zoho Expense

91% with consensus · 98% self-consistent

MiniMax M3

  1. Brex
  2. Ramp
  3. Expensify
  4. Airbase
  5. SAP Concur
  6. Mercury
  7. Divvy
  8. Bill.com
  9. Zoho Expense
  10. Coupa

73% with consensus · 82% self-consistent

Mistral Large 4

  1. Ramp
  2. Brex
  3. Expensify
  4. Divvy
  5. Pleo
  6. Airbase
  7. Navan
  8. American Express Business
  9. Bill.com
  10. Zoho Expense

85% with consensus · 89% self-consistent

Nemotron 3 Ultra

  1. Ramp
  2. Brex
  3. Navan
  4. Airbase
  5. Expensify
  6. Spendesk
  7. Divvy
  8. Emburse
  9. Bill.com
  10. SAP Concur

87% with consensus · 90% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 60 (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 5.5717183697680638575
GPT-6 Luna718680858086667386
Gemini 4 Argon718679847979607594
Qwen 3.8 Flash838079768487678779
DeepSeek V4 Pro698584767878617186
GLM-5.3768079847887618278
Kimi K3808679877887708378
MiniMax M3636660676161706664
Mistral Large 4857375877182836677
Nemotron 3 Ultra758694798678786477