Finance AI Index
Index Treasury and cash September 2026 Edition

Treasury management systems

Asked as “treasury management system”, and as “TMS”, on behalf of a mid-market B2B company. 44 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
18% of first choices, contested.

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 a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Trovata18%13%23accepted challenger
02Agicap11%12%17accepted challenger
03Kyriba9%35%43criticized challenger
04GTreasury7%14%29accepted challenger
05Centime7%0%10accepted challenger
06TreasuryView7%0%10accepted challenger
07HighRadius2%8%12accepted challenger
Show the three products at 0%, ordered by negative rate
10SAP Treasury and Risk Management0%36%22criticized challenger
09ION Treasury0%31%13criticized challenger
08Nomentia0%0%16accepted 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.

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Trovata18%
02Agicap11%
03Kyriba9%
04GTreasury7%
05Centime7%
06TreasuryView7%
07HighRadius2%
08Nomentia0%
09ION Treasury0%
10SAP Treasury and Risk Management0%

02What they warned about

One of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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.
Kyriba
35%
15 of 43 labels negative · 9 of 12 models · 4 hard negative
“**Avoid:** Big-name enterprise platforms (Kyriba, GTreasury, FIS Integrity)” DeepSeek V4 Flash, budget prompt
SAP Treasury and Risk Management
36%
8 of 22 labels negative · 5 of 12 models · 2 hard negative
“Tier 1: Enterprise Legacy (Avoid unless highly complex): Systems like *FIS, ION Treasury, or SAP Treasury*... far too expensive and complex for a 500-person firm.” Gemini 3.5 Flash, scale prompt
GTreasury
14%
4 of 29 labels negative · 4 of 12 models · 1 hard negative
“**Avoid:** Big-name enterprise platforms (Kyriba, GTreasury, FIS Integrity)” DeepSeek V4 Flash, budget prompt
Blue Yonder
60%
3 of 5 labels negative · 3 of 12 models · 3 hard negative
“you want to stay away from "enterprise" tools (like Blue Yonder) which are often too rigid for a scaling company” Qwen 3.7 Flash, paraphrase 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

64 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. 879 links across 190 sites, every framing counted. Ranked by the number of answers carrying the site or page.

41 answers · 62 citations · 11 models
23 answers · 23 citations · 8 models
22 answers · 55 citations · 11 models
vendor site · Ripple22 answers · 25 citations · 9 models
vendor site · DebtBook21 answers · 23 citations · 9 models
16 answers · 22 citations · 8 models
vendor site · TreasuryView13 answers · 31 citations · 9 models
vendor site · Nomentia13 answers · 14 citations · 9 models
vendor site · Rho12 answers · 15 citations · 7 models
vendor site · Centime11 answers · 18 citations · 8 models
11 answers · 17 citations · 6 models
11 answers · 13 citations · 7 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 treasury management system for a mid-market B2B company?”Paraphrase“Which TMS would you recommend to a mid-sized B2B company?”Comparative“What are the top treasury management systems and how do they differ?”Budget-constrained“What is the best treasury management system for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a treasury management system. What should we look at?”Negative“Which treasury management systems should I avoid or be cautious about?”
Claude Haiku 4.5no first choiceno first choiceHeldGTreasury, Kyriba
Two alternativesHighRadius, Trovata
against: ION Treasury, SAP
Centime
Four alternativesAgicap, Rho Treasury, Round, TreasuryView
against: GTreasury, Kyriba, SAP
no first choicenothing named
GPT-5.4 miniKyriba
Three alternativesGTreasury, Modern Treasury, SAP Treasury and Risk Management
Cargoson, ShipwellChanged
Three alternativesDescartes Aljex, Oracle Transportation Management, SAP Transportation Management
FIS Treasury, Risk and Payment Suite / Treasury and Risk Manager, Kyriba
Three alternativesGTreasury, ION Treasury Wallstreet Suite, SAP Treasury and Risk Management
Agicap
Three alternativesTreasury Suite, TreasuryView, Volo Cash
against: Coupa Treasury, Kyriba
no first choicenothing named
Gemini 3.5 FlashTrovata
Four alternativesCentime, HighRadius, Kyriba, Nomentia
3GtmsChanged
Four alternativesFreightview, Infios Transportation Management, MyCarrier, Shipwell
Kyriba
Five alternativesGTreasury, ION Treasury, Nomentia, Serrala, Trovata
against: SAP Treasury and Risk Management
Centime
Five alternativesAgicap, Mercury, Rho, TreasuryFlow, Trovata
against: FIS Integrity, GTreasury, Kyriba
Trovata
Six alternativesAgicap, Centime, Embat, GTreasury, Kyriba, Nomentia
against: FIS Quantum, ION Treasury, SAP Treasury and Risk Management
against: City Financials, FIS Quantum/Integrity, ION Treasury, IT2, Kyriba, Openlink, Oracle Treasury, Reval, SAP Treasury and Risk Management, Treasura, Wallstreet Suite
Perplexity SonarKyriba
Three alternativesGTreasury, Nomentia, Trovata
3GtmsChanged
Three alternativesFreightPOP, GoFreight, MercuryGate
GTreasury, Kyriba
Seven alternativesFIS Treasury and Risk Manager, Modern Treasury, Nomentia, Oracle Treasury, SAP Treasury and Risk Management, TIS, Trovata
Agicap
Two alternativesMercury, Rho Treasury
against: GTreasury, Kyriba
no first choicenothing named
Grok 4.1 FastTrovata
Three alternativesGTreasury, ION Treasury, Kyriba
MercuryGate TMSChanged
Five alternatives3Gtms, Descartes Aljex, GlobalTranz, Rose Rocket, Shipwell
against: Blue Yonder, Oracle
Kyriba
Five alternativesFIS, GTreasury, ION Treasury, Nomentia, SAP Treasury and Risk Management
against: Coupa Treasury, TIS
Mercury
Two alternativesCentime, Rho
against: Kyriba, SAP
HighRadius, Kyribaagainst: FIS Quantum, Finastra Treasury, Oracle Transportation Management, SAP TMS
Mistral SmallGTreasury, Trovata
Two alternativesConcourse, Nomentia
3GtmsChanged
Two alternativesFreightPOP, MercuryGate
ION Treasury Wallstreet Suite
Six alternativesFIS, GTreasury, Kyriba, Nomentia, SAP Treasury and Risk Management, TIS
Agicap, Mercury + Treasury
One alternativeCentime
no first choicenothing named
DeepSeek V4 FlashGTreasury, Trovata
Three alternativesCoupa Treasury, FIS Integrity, TIS
against: Kyriba
3Gtms, FreightPOPChanged
One alternativeMercuryGate
Kyriba
Six alternativesFIS Treasury, GTreasury, ION Treasury, Oracle Treasury, SAP Treasury and Risk Management, Trovata
TreasuryView, Trezy
Three alternativesAgicap, Rho Treasury, Zenfirst
against: FIS Integrity, GTreasury, Kyriba
no first choiceagainst: Datalog Finance, ION Treasury, Kyriba, SAP Treasury and Risk Management, TIS, Trovata
Llama 4 MaverickGTreasury
Two alternativesNomentia, Trovata
no first choiceChangedno first choiceno first choiceno first choicenothing named
Qwen 3.7 FlashKyriba
Five alternativesBlackLine, FIS, HighRadius, Oracle Treasury, Prophet Matrix
AscendTMSChanged
Three alternativesCarrier, Logitude, MercuryGate
against: Blue Yonder
Kyriba
Five alternativesFIS, GTreasury, ION Treasury, Nomentia, SAP Treasury and Risk Management
TreasuryView
Four alternativesCentime, Float, Hypersight, Mercury
against: Kyriba, SAP BTP
no first choice
One alternativeNetSuite
against: Agicap, Kyriba, SAP Treasury and Risk Management
Kimi K2Trovata
Three alternativesGTreasury, Kyriba, Nomentia
3G TMS, MercuryGateChanged
Two alternativesDescartes Transportation Management, project44
against: Blue Yonder, Manhattan Active TMS, Oracle Transportation Management
Kyriba
Four alternativesGTreasury, ION Treasury, SAP Treasury and Risk Management, Trovata
Mercury, TreasuryView
Three alternativesAgicap, Arc, Meow
against: Kyriba, SAP Treasury and Risk Management
no first choiceagainst: Agicap, Bottomline Technologies, Coupa Treasury, FIS Quantum/Integrity, HighRadius, ION Wallstreet Suite, Kyriba, Oracle Treasury, Round Treasury, SAP Treasury and Risk Management, Trovata
GLM 4.7 FlashXTrovata
Three alternativesGTreasury, Kyriba, Nomentia
MercuryGateChanged
Four alternativesBlue Yonder Transportation Management, Kuebix, Rose Rocket, Truckbase
Kyriba
Ten alternativesDebtBook, FIS Quantum, GTreasury, HighRadius, ION Treasury, Modern Treasury, Ripple Treasury, SAP Treasury and Risk Management, TreasuryView, Trovata
Agicap
Two alternativesTreasuryView, Trezy
against: Kyriba, SAP
no first choiceagainst: Kyriba, SAP Treasury and Risk Management, Trovata
MiniMax M2.5Centime, Trovata
One alternativeNilus
no first choiceChangedKyriba
Five alternativesFIS Quantum, GTreasury, ION Treasury, Ripple Treasury, SAP Treasury and Risk Management
Agicap, Trezy
Two alternativesCentime, TreasuryView
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 19:54yes99 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:07yes47 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:33yes1823 s
Direct recommendationPerplexity Sonarsonar2026-09-17 20:17yes207 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:13yes3820 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 20:10yes55 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:58yes711 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:16yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:53no030 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:08yes1146 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:23yes23136 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 21:04yes510 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:47no04 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:58yes36 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:20yes753 s
ParaphrasePerplexity Sonarsonar2026-09-17 19:34yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:17yes3517 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 20:18yes2012 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:08yes1719 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:20yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:35no028 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:23yes2053 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:25yes953 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:15yes518 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:18yes1813 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:06yes79 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:21yes920 s
ComparativePerplexity Sonarsonar2026-09-17 19:56yes2010 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:43yes2215 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 18:02yes78 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:46yes2746 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:41yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:14yes529 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:39yes1735 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:00yes16100 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:22yes2032 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:43yes1512 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:48yes56 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:15yes1823 s
Budget constrainedPerplexity Sonarsonar2026-09-17 19:21yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:56yes3322 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 21:02yes1811 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 19:45yes2845 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:49yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:09yes1476 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:56yes1324 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:08yes2541 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:35yes1337 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:53no06 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:27no06 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:42yes1027 s
Scale constrainedPerplexity Sonarsonar2026-09-17 20:10yes2010 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:56yes2012 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 18:18no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:14yes1017 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:21yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:27no029 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:56yes924 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:48yes1584 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:18yes513 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:06yes178 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:25no03 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:13yes1931 s
Negative framingPerplexity Sonarsonar2026-09-17 20:27yes208 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:00yes2113 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 18:34yes55 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:59yes3043 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:22yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:33yes2047 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:33yes2243 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:48yes27214 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:03yes1443 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
Coupa read as Coupa Treasury
ION read as ION Group
Oracle Cash and Treasury Management read as Oracle Treasury
SAP Treasury read as SAP Treasury and Risk Management
Unresolved, counted raw
3G TMS (by Descartes)
ALTICASH
Alpega
Buxl
CTSI-Global
Carrier (formerly Carrier-i)
City Financials
Datalog Finance (TLine)
Deloitte Treasury Services
Delta
Descartes Transportation Management
FIS Treasury Express
FIS Treasury, Risk and Payment Suite / Treasury and Risk Manager
Finastra Treasury
GlobalTranz
Hypersight
Infios TMS
Infios Transportation Management
Kuebix
Logility
Logitude
MercuryGate TMS
Neurored
Openlink
Prophet Matrix
SAP BTP
Shipbob
Treasura
Treasury Suite
TreasuryXL
Trimble TMW.Suite
Volo Cash
Zenfirst
Zenfirst tréso
Discontinued, still offered
No shut-down product was recommended here.
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