Finance AI Index
Index Spend and procurement Expense management › Enterprise September 2026 Edition

Expense management for enterprise buyers

Asked as “expense management software”, and as “employee expense reporting tool”, on behalf of an enterprise B2B company. 38 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Clear leader
66% of first choices, clear leader.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01SAP Concur66%17%63endorsed leader
02Ramp11%17%46accepted challenger
03Emburse5%6%32accepted challenger
04Brex5%22%32accepted challenger
05Expensify5%44%34criticized challenger
06Navan3%6%36accepted challenger
07Zoho Expense3%33%12criticized challenger
Show the two products at 0%, ordered by negative rate
09BILL Spend & Expense0%27%15criticized challenger
08Coupa Expense Management0%10%21accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

One product takes 66% of first choices here, so the chart would put eight markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Three products carry a negative rate above 25% in this category. Jump to the standing

02What they warned about

Seven of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, Llama 4 Maverick and Kimi K2 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Expensify
44%
15 of 34 labels negative · 11 of 12 models · 5 hard negative
“Tools to **Avoid** for Large Enterprises ### 1. **Expensify** - **Hard limit**: Does not support organizations with **1,000+ employees**” Kimi K2, negative prompt
SAP Concur
17%
11 of 63 labels negative · 6 of 12 models · 1 hard negative
“**Avoid** SAP Concur and per-report tools for this specific requirement” DeepSeek V4 Flash, budget prompt
Brex
22%
7 of 32 labels negative · 5 of 12 models
“**Cautions**: Limited advanced accounting/complex approvals for very large orgs (e.g., Brex cons: lacks depth for intricate needs” Grok 4.1 Fast, negative prompt
BILL Spend & Expense
27%
4 of 15 labels negative · 4 of 12 models · 1 hard negative
“**SMB-focused**: Designed for small to midsize businesses, not enterprise-scale” Kimi K2, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

69 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 923 links across 207 sites, every framing counted. Ranked by the number of answers carrying the site or page.

44 answers · 54 citations · 11 models
34 answers · 54 citations · 11 models
vendor site · OFX30 answers · 32 citations · 10 models
29 answers · 40 citations · 10 models
vendor site · Airwallex27 answers · 30 citations · 10 models
vendor site · Navan24 answers · 28 citations · 11 models
vendor site · Spendesk24 answers · 24 citations · 10 models
vendor site · Ramp23 answers · 34 citations · 10 models
vendor site · BILL19 answers · 20 citations · 9 models
vendor site · Brex16 answers · 22 citations · 7 models
15 answers · 28 citations · 9 models
15 answers · 21 citations · 9 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best expense management software for an enterprise B2B company?”Paraphrase“Which employee expense reporting tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade expense management tools and how do they differ?”Budget-constrained“What is the best expense management software for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an expense management software. What should we look at?”Negative“Which expense management tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5SAP Concur
Two alternativesCoupa Expense Management, Ramp
SAP ConcurHeld
Three alternativesBrex, Emburse, Navan
Navan
Two alternativesRamp, SAP Concur
Rampagainst: SAP Concurno first choiceagainst: BILL Spend & Expense, Expensify, SAP Concur, Zoho Expense
GPT-5.4 miniSAP Concur
One alternativeEmburse
NavanChanged
One alternativeSAP Concur
SAP Concur
Five alternativesBrex, Coupa Expense Management, Emburse, Navan, Ramp
against: BILL Spend & Expense, Expensify
SAP Concur
Two alternativesExpenseOnDemand, ExpensePoint
no first choiceagainst: Navan
Gemini 3.5 FlashBrex, Ramp
Three alternativesEmburse, Navan, SAP Concur
SAP ConcurChanged
Three alternativesEmburse, Navan, Ramp
no first choice
Five alternativesBrex, Emburse, Navan, Ramp, SAP Concur
Brex, Ramp
Two alternativesSAP Concur, Sage Expense Management
no first choiceagainst: Brex, Expensify, FreshBooks, QuickBooks Online, Ramp, Rho, Tallie, Wave
Perplexity SonarSAP Concur
Three alternativesExpensePoint, Navan, Ramp
SAP ConcurHeld
Four alternativesEmburse, Navan, Ramp, Rippling Spend
SAP Concur
Six alternativesBILL Spend & Expense, Brex, Coupa Expense Management, Emburse, Navan, Ramp
SAP Concur
Four alternativesCoupa Expense Management, Navan, Payhawk, Ramp
no first choiceagainst: Brex, Ramp, Zoho Expense
Grok 4.1 FastSAP Concur
Two alternativesCoupa Expense Management, Emburse
against: BILL Spend & Expense, Ramp
SAP ConcurHeld
Four alternativesCoupa Expense Management, Emburse, Navan, Oracle Expenses
against: Ramp
no first choiceExpensify, Zoho Expenseagainst: Brex, Emburse, Navan, Ramp, SAP Concurno first choiceagainst: Brex, Rampagainst: Airbase, Brex, Expensify, Pleo, QuickBooks Online, Ramp, SAP Concur, Soldo, Spendesk
Mistral SmallSAP Concur
Two alternativesCoupa Expense Management, Rippling Spend
Rippling SpendChanged
Three alternativesEmburse, Expensify, Spendesk
SAP Concur
Four alternativesBrex, Emburse, Ramp, Zoho Expense
against: Expensify
SAP Concuragainst: Emburse, Expensifyno first choiceagainst: Expensify
DeepSeek V4 FlashSAP Concur
Four alternativesEmburse, Navan, Payhawk, Ramp
SAP ConcurHeld
Two alternativesCoupa Expense Management, Ramp
against: Expensify
SAP Concur
Five alternativesBrex, Coupa Expense Management, Emburse, Navan, Ramp
against: Zoho Expense
Expensify
Four alternativesBrex, Fyle, Navan, Ramp
against: Chrome River, SAP Concur
no first choiceagainst: Payhawk, Pleoagainst: Expensify, SAP Concur
Llama 4 MaverickSAP Concur
One alternativeRippling Spend
no first choiceChangedFyle
Three alternativesCoupa Expense Management, Ramp, SAP Concur
no first choiceno first choiceagainst: Brex, Expensify
Qwen 3.7 FlashSAP Concur
Four alternativesBILL Spend & Expense, Coupa Expense Management, Expensify, Rippling Spend
SAP ConcurHeld
Four alternativesBILL Spend & Expense, Expensify, Ramp, Workday
SAP Concur
Four alternativesBILL Spend & Expense, Emburse, Navan, Ramp
against: Expensify
Ramp
One alternativeBrex
against: SAP Concur
no first choiceagainst: Coupa Expense Management, SAP Concuragainst: Expensify, IBM TripplePoint, SAP Concur, Zoho Expense
Kimi K2Emburse, SAP Concur
Three alternativesBrex, Navan, Ramp
SAP ConcurChanged
Two alternativesNavan, Ramp
SAP Concur
Four alternativesEmburse, Expensify, Navan, Ramp
against: Coupa Expense Management
Emburse
Two alternativesRamp, SAP Concur
no first choiceagainst: BILL Spend & Expense, Expensify, SAP Concur
GLM 4.7 FlashXSAP Concur
Five alternativesAirwallex, Coupa Expense Management, Emburse, Fyle, Rippling Spend
SAP ConcurHeld
Three alternativesBrex, Emburse, Ramp
SAP Concur
Five alternativesBrex, Coupa Expense Management, Fyle, Pleo, Ramp
SAP Concur
Four alternativesAirbase, Expensify, Navan, Ramp
no first choiceagainst: Expensify, Ramp, SAP Concur
MiniMax M2.5SAP Concur
Three alternativesBrex, Navan, Ramp
SAP ConcurHeld
Four alternativesBILL Spend & Expense, Expensify, Navan, Rippling Spend
Coupa Expense Management, SAP Concur
Two alternativesEmburse, Navan
SAP Concur
Two alternativesBudgetly, SutiExpense
against: Brex, Expensify
no first choicenothing named
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:27yes97 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:39yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:37yes1524 s
Direct recommendationPerplexity Sonarsonar2026-09-17 17:44yes204 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:28yes3118 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 17:46yes2213 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:43yes1818 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:37yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:36yes526 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:35yes1547 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:33yes2041 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:43yes1849 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:26yes917 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:26yes27 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:26yes1119 s
ParaphrasePerplexity Sonarsonar2026-09-17 17:39yes206 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:47yes4016 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 17:35yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:34yes1313 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:32yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:38no039 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:33yes1970 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:35yes1436 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:49yes868 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:48yes910 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:46yes79 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:42yes1225 s
ComparativePerplexity Sonarsonar2026-09-17 17:37yes208 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:36yes2417 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 17:29yes1112 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:44yes1219 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:45yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:35yes534 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:34yes1331 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:40yes2472 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:32yes1024 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:41yes98 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:38yes45 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:48yes2327 s
Budget constrainedPerplexity Sonarsonar2026-09-17 17:35yes207 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:48yes4520 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:48yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:35yes2529 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:33yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:54yes824 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:34yes2535 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:32yes2467 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:45yes1849 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:32yes1812 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:47no014 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:46yes825 s
Scale constrainedPerplexity Sonarsonar2026-09-17 17:35yes2011 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:47yes149 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:42no011 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:46yes1826 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:39yes54 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:28yes525 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:31yes1934 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:38yes1436 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:31yes563 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:31yes148 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:41yes58 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:42yes2528 s
Negative framingPerplexity Sonarsonar2026-09-17 17:48yes167 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:43yes2214 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 17:42yes56 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:39yes2939 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:42yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:27yes1536 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:37yes2635 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:27yes2951 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:37yes1024 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
BILL read as BILL Spend & Expense
Bill.com read as BILL Spend & Expense
Certify read as Emburse
Certify (now Emburse Certify) read as Emburse
Certify (now part of Emburse) read as Emburse
Coupa read as Coupa Expense Management
Coupa (Coupafinance) read as Coupa Expense Management
Coupa Expense read as Coupa Expense Management
Emburse Expense Enterprise read as Emburse
QuickBooks read as QuickBooks Online
Rippling read as Rippling Spend
Workday Expenses read as Workday
Zoho read as Zoho Expense
Unresolved, counted raw
Budgetly
ExpenseOnDemand
IBM TripplePoint
Soldo
Tallie
Discontinued, still offered
No shut-down product was recommended here.
← Corporate travel managemProcure-to-pay →