Best expense management software (search query)

We asked 10 models: best expense management software 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
64%
Same model, run twice
83%
Different picks
23

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

8 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. Expensify
  2. Ramp
  3. Brex
  4. Emburse
  5. Concur
  6. Divvy
  7. Zoho Expense
  8. Soldo
  9. Navan
  10. Rydoo

67% with consensus · 92% self-consistent

GPT-6 Luna

  1. Ramp
  2. Expensify
  3. Concur
  4. Brex
  5. Divvy
  6. Navan
  7. Zoho Expense
  8. Airbase
  9. Spendesk
  10. Emburse Spend

92% with consensus · 79% self-consistent

Gemini 4 Argon

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

75% with consensus · 88% self-consistent

Qwen 3.8 Flash

  1. Expensify
  2. Ramp
  3. Concur
  4. Brex
  5. Zoho Expense
  6. Divvy
  7. Navan
  8. SAP Concur Travel
  9. Coupa
  10. SAP Ariba

78% with consensus · 73% self-consistent

DeepSeek V4 Pro

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

66% with consensus · 68% self-consistent

GLM-5.3

  1. Ramp
  2. Expensify
  3. Concur
  4. Brex
  5. Emburse
  6. Airbase
  7. Coupa
  8. Rydoo
  9. Zoho Expense
  10. Divvy

89% with consensus · 75% self-consistent

Kimi K3

  1. Expensify
  2. Concur
  3. Ramp
  4. Brex
  5. Zoho Expense
  6. Emburse
  7. Navan
  8. Airbase
  9. Coupa
  10. QuickBooks Online

73% with consensus · 91% self-consistent

MiniMax M3

  1. Brex
  2. Ramp
  3. Expensify
  4. Concur
  5. QuickBooks Online
  6. Zoho Expense
  7. FreshBooks
  8. Airbase
  9. Emburse
  10. Xero

63% with consensus · 91% self-consistent

Mistral Large 4

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

72% with consensus · 82% self-consistent

Nemotron 3 Ultra

  1. Expensify
  2. Concur
  3. Ramp
  4. Brex
  5. Airbase
  6. Zoho Expense
  7. Emburse
  8. Divvy
  9. Fyle
  10. Chrome River

72% with consensus · 92% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 49 (lightest) to 91 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5685783606876607776
GPT-6 Luna687577648567607266
Gemini 4 Argon577555646949645049
Qwen 3.8 Flash837755636985598481
DeepSeek V4 Pro606464636167625566
GLM-5.3688569696168596969
Kimi K3766749856768567591
MiniMax M3606064596259565656
Mistral Large 4777250845569755682
Nemotron 3 Ultra766649816669915682