Cash flow forecasting
Asked as “cash flow forecasting software”, and as “cash management tool”, on behalf of a mid-market B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
18%
Contested · QuickBooks Cash Flow Planner 10%
18Agicap10QuickBooks Cash Flow Planner10Tesorio61others
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.
The 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
Show the three products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
Agicap vs CubeAgicap vs FloatAgicap vs AbacumAgicap vs Cash Flow FrogTesorio vs QuickBooks Cash Flow PlannerTesorio vs ChaserTesorio vs CubeTesorio vs FloatTesorio vs AbacumTesorio vs Cash Flow FrogQuickBooks Cash Flow Planner vs ChaserQuickBooks Cash Flow Planner vs CubeQuickBooks Cash Flow Planner vs FloatQuickBooks Cash Flow Planner vs AbacumQuickBooks Cash Flow Planner vs Cash Flow FrogChaser vs CubeChaser vs FloatChaser vs AbacumChaser vs Cash Flow FrogCube vs FloatCube vs AbacumCube vs Cash Flow FrogFloat vs AbacumFloat vs Cash Flow FrogAbacum vs Cash Flow Frog
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
11
12
13
14
15Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Agicap18%
Agicap18%02Tesorio10%
Tesorio10%03QuickBooks Cash Flow Planner10%
QuickBooks Cash Flow Planner10%04Chaser8%
Chaser8%05Cube4%
Cube4%06Float4%
Float4%07Abacum4%
Abacum4%08Cash Flow Frog2%
Cash Flow Frog2%09Kyriba2%
Kyriba2%10Trovata2%
Trovata2%11GTreasury2%
GTreasury2%12Fathom2%
Fathom2%13HighRadius0%
HighRadius0%14Anaplan0%
Anaplan0%15Workday Adaptive Planning0%
Workday Adaptive Planning0%What they warned about
Zero of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, 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.
Microsoft Excel83%
5 of 6 labels negative · 5 of 12 models · 4 hard negative
“Excel-first workflows are the clearest avoid-or-caution category because they are manual, prone to user error, and inefficient for cash management at scale.” Perplexity Sonar, negative prompt
Float22%
6 of 27 labels negative · 5 of 12 models · 1 hard negative
“Avoid if: Your business has peaks/troughs (e.g., retail, tourism). Users call it "hopeless" without heavy manual tweaks.” Grok 4.20, negative prompt
Kyriba22%
5 of 23 labels negative · 4 of 12 models · 1 hard negative
“If you are a small business or a mid-market company, avoid these platforms.” Gemini 3.5 Flash, negative prompt
Excel/Google Sheets
100%
3 of 3 labels negative · 3 of 12 models · 3 hard negative
“Avoid Spreadsheets Eventually: While Excel/Google Sheets are "free," they become inefficient and error-prone” Qwen 3.7 Flash, budget prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
67 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. 909 links across 191 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Tesorio34 answers · 35 citations · 12 models
vendor site · Cubesoftware33 answers · 43 citations · 11 models
vendor site · Guideflow30 answers · 33 citations · 10 models
20 answers · 26 citations · 11 models
20 answers · 22 citations · 10 models
vendor site · Upflow20 answers · 20 citations · 11 models
vendor site · Cash Flow Frog19 answers · 30 citations · 10 models
vendor site · Worldmetrics19 answers · 27 citations · 9 models
vendor site · Transformance19 answers · 21 citations · 10 models
vendor site · HighRadius17 answers · 21 citations · 8 models
vendor site · Nomentia15 answers · 21 citations · 9 models
vendor site · Agicap15 answers · 19 citations · 11 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.
31 answers · 12 models
29 answers · 10 models
26 answers · 10 models
19 answers · 10 models
16 answers · 11 models
16 answers · 11 models
14 answers · 9 models
13 answers · 8 models
11 answers · 5 models
11 answers · 6 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best cash flow forecasting software”, “cash flow forecasting software”, “cash forecasting tools”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Agicap agicap.com | 18% | 123 | 590 | 5 | 31,998 | 22 | ||
| Tesorio tesorio.com | 10% | 155 | 880 | 8 | 1,079 | 13 | ||
| QuickBooks parent site QuickBooks Cash Flow Planner 10% | 10% | 41 | 1,000,000 | 54,681 | ||||
| Chaser chaserhq.com | 8% | 178 | 6,120,000 | 13,683 | 11,066 | 0 | ||
| Fluidly fluid.ly | 6% | 720 | 41 | 220 | ||||
| Cube cubesoftware.com | 4% | 304 | 90,500 | 152,613 | 168,764 | 13 | ||
| Float floatapp.com | 4% | 120 | 60,500 | 177,387 | 11,199 | 2 | 2 | |
| Abacum abacum.ai | 4% | 60 | 1,300 | 18 | 79,014 | $26 | 16 | 3 |
| Drivetrain drivetrain.ai | 4% | 55 | 18,100 | 2,818 | 8,983 | $134 | 1 | 2 |
| Centime centime.com | 4% | 43 | 1,300 | 197 | 1,695 | 9 |
Google's top ten for the three searches hold 15 sites; 2 of them are among the sites the models cited here (cashflowfrog.com, highradius.com). The first result for “best cash flow forecasting software” is fathomhq.com.
How 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.ShowHide
How 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.
ShowHideModelDirect“What is the best cash flow forecasting software for a mid-market B2B company?”Paraphrase“Which cash management tool would you recommend to a mid-sized B2B company?”Comparative“What are the top cash forecasting tools and how do they differ?”Budget-constrained“What is the best cash flow forecasting software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a cash flow forecasting software. What should we look at?”Negative“Which cash forecasting tools should I avoid or be cautious about?”
Claude Haiku 4.5Tesoriono first choiceChangedno first choiceBrixx, Fathomno first choiceagainst: Microsoft Excel, Spreadsheets
Three alternatives
Billtrust, Cube, DrivetrainTwo alternatives
G-CashFlow, PulseGPT-5.4 miniAgicapagainst: HighRadius, KyribaTrovataChangedDryrun, FloatFloatno first choicenothing named
Three alternatives
Cube, Float, TesorioTwo alternatives
Kyriba, RhoSeven alternatives
Anaplan, Cube, Fathom, Jirav, Tesorio, Upflow, VenaOne alternative
Cash Flow FrogGemini 3.5 FlashCentime, TesorioTesorioChangedno first choiceagainst: GTreasury, SAP Treasury and Risk ManagementCash Flow Frog, Helmagainst: DryrunAgicap, Centime, Tesorio, Upflowagainst: HighRadius, Kyribaagainst: Excel/Google Sheets, ION Treasury, Kyriba, QuickBooks Cash Flow Planner, Wave, Xero Cash Flow Forecasting
Four alternatives
Agicap, Cube, Mosaic, TrovataThree alternatives
Agicap, Centime, TrovataEight alternatives
Agicap, Cube, Fathom, Float, HighRadius, Kyriba, Tesorio, TrovataSeven alternatives
Expensify\u2019s Free 13-Week / 12-Month Template, Google Sheets, Microsoft Excel, Pulse, QuickBooks Cash Flow Planner, Tiller Money, Xero Cash Flow ForecastingFive alternatives
Centage Planning Maestro, Cube, Datarails, Planful, VenaPerplexity SonarAbacum, DrivetrainAgicapChangedHighRadius, KyribaFloatno first choiceagainst: Microsoft Excel
Three alternatives
Chaser, Cube, VenaThree alternatives
Chaser, Kyriba, TesorioEight alternatives
Agicap, Anaplan, Cash Flow Frog, Cube, Fathom, Float, Planful, Workday Adaptive PlanningFour alternatives
G-CashFlow, Pulse, Wave, Zoho BooksGrok 4.20Chaser, DrivetrainAgicapChangedagainst: QuickBooks Cash Flow PlannerCash Flow Frogagainst: Anaplan, Pulse, Workday Adaptive PlanningQuickBooks Cash Flow Planner, Xero Cash Flow Forecastingagainst: Floatno first choiceagainst: Abacum, Fathom, Float, Fluidly, Kyriba, Prophix One, Spotlight Reporting, Spreadsheets
Two alternatives
Abacum, UpflowFour alternatives
Float, HighRadius, Kyriba, QontoFour alternatives
Abacum, Cube, Dryrun, FloatTwo alternatives
Cash Flow Frog, PulseMistral SmallCubeAgicapChangedno first choiceQuickBooks Cash Flow Plannerno first choiceagainst: Float, Fluidly, Kyriba, Microsoft Excel
Two alternatives
Abacum, ChaserTwo alternatives
HighRadius, KyribaTwo alternatives
Cash Flow Frog, FluidlyDeepSeek V4 FlashAbacumagainst: Planful, Prophix One, VenaAgicapChangedCube, Float, Kyriba, Tesorioagainst: Anaplan, Fathom, Syft AnalyticsFluidly, QuickBooks Cash Flow Plannerno first choiceagainst: Agicap, BroadPeak, Excel/Google Sheets, FIS Treasury and Risk Manager, FloQast
Four alternatives
Centime, Chaser, Cube, DrivetrainTwo alternatives
Kyriba, TrovataEight alternatives
Agicap, Brixx, Cash Flow Frog, HighRadius, Spotlight Reporting, Trovata, Upflow, Workday Adaptive PlanningFour alternatives
Brixx, Cash Flow Frog, Trezy, Xero Cash Flow ForecastingLlama 4 MaverickCubeno first choiceChangedno first choiceG-CashFlowno first choicenothing named
Four alternatives
Abacum, Agicap, Chaser, GTreasuryTwo alternatives
Cash Flow Frog, FloatQwen 3.7 FlashChaserAgicapChangedno first choicePulse, QuickBooks Cash Flow Planneragainst: Excel/Google Sheets, Floatno first choiceagainst: SAP Treasury and Risk Managementagainst: Microsoft Excel, Oracle, Oracle NetSuite, PowerBI, SAP Treasury and Risk Management
Three alternatives
Abacum, Phocas Software, VenaFour alternatives
Anaplan, Billtrust, Phocas Software, VenaThree alternatives
Anaplan, Cube, FloatTwo alternatives
Fluidly, TrezyKimi K2TesorioGTreasury, KyribaChangedKyribaFluidly, Trezyno first choiceagainst: Float, Trovata
Four alternatives
Agicap, Chaser, Cube, FloatTwo alternatives
Agicap, ChaserFive alternatives
GTreasury, HighRadius, Oracle Treasury Management, SAP Treasury and Risk Management, TrovataFour alternatives
Cash Flow Frog, Clockwork, QuickBooks Cash Flow Planner, WaveFour alternatives
Abacum, Centage Planning Maestro, Tesorio, TrovataGLM 4.7 FlashXChaserAgicapChangedno first choiceTrezyagainst: Float, PlanGuruno first choiceagainst: Anaplan, Jirav, Microsoft Excel, Spreadsheet
Five alternatives
Abacum, Drivetrain, Float, Futrli, UpflowFive alternatives
BILL, Chaser, Float, Qonto, Sage IntacctFifteen alternatives
Abacum, Anaplan, Cube, Datarails, Float, GTreasury, HighRadius, Kyriba, LivePlan, Nomentia, Pigment, Planful, Spotlight Reporting, Tesorio, Workday Adaptive PlanningFive alternatives
Cash Flow Frog, Fluidly, Pulse, QuickBooks Cash Flow Planner, Xero Cash Flow ForecastingMiniMax M2.5ChaserAgicapChangedCube, FloatFluidly, QuickBooks Cash Flow Plannerno first choiceagainst: Tesorio, Trovata
Two alternatives
Cube, TesorioTwo alternatives
Kyriba, QontoFour alternatives
Abacum, Fathom, Nomentia, TrovataTwo alternatives
Cash Flow Frog, Xero Cash Flow ForecastingBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:48 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:48 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:35 | yes | 18 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 17:48 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 17:28 | yes | 23 | 15 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:45 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:38 | yes | 20 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:27 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:35 | yes | 5 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:43 | yes | 9 | 28 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:43 | yes | 13 | 31 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:26 | yes | 19 | 32 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:31 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:36 | yes | 3 | 16 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:31 | yes | 11 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 17:39 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 17:28 | yes | 26 | 12 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:42 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:29 | yes | 10 | 14 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:48 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:33 | yes | 5 | 20 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:47 | yes | 10 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:40 | yes | 14 | 39 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:28 | yes | 5 | 34 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:42 | yes | 9 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:35 | yes | 4 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:30 | yes | 19 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 17:26 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 17:33 | yes | 37 | 18 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:37 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:39 | yes | 26 | 40 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:33 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:30 | yes | 5 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:37 | yes | 13 | 37 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:26 | yes | 9 | 39 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:29 | yes | 25 | 70 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:27 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:35 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:35 | yes | 27 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 17:40 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 17:36 | yes | 39 | 21 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:47 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:42 | yes | 8 | 10 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:43 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:31 | yes | 10 | 17 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:47 | yes | 12 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:41 | yes | 13 | 66 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:26 | yes | 9 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:42 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:32 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:43 | yes | 11 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 17:44 | yes | 18 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 17:41 | yes | 10 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:53 | yes | 5 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 17:32 | yes | 21 | 65 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:32 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:38 | yes | 5 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:41 | yes | 18 | 46 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:31 | yes | 13 | 100 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:38 | no | 0 | 10 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:28 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:48 | yes | 5 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:41 | yes | 22 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 17:44 | yes | 20 | 7 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 17:31 | yes | 39 | 18 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:34 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 17:45 | yes | 28 | 65 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:43 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:37 | no | 0 | 27 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:29 | yes | 15 | 23 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:29 | yes | 26 | 59 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:33 | yes | 20 | 50 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
BILL AP/AR read as BILL
Centage read as Centage Planning Maestro
Coupa read as Coupa Treasury
Excel read as Microsoft Excel
Excel/spreadsheets read as Microsoft Excel
FIS Integrity read as FIS Treasury and Risk Manager
Microsoft Dynamics read as Microsoft Dynamics 365 Finance
NetSuite read as Oracle NetSuite
Prophix read as Prophix One
QuickBooks read as QuickBooks Cash Flow Planner
QuickBooks Online (QBO) read as QuickBooks Cash Flow Planner
SAP read as SAP Treasury and Risk Management
Spotlight read as Spotlight Reporting
Vena Solutions read as Vena
Workday read as Workday Adaptive Planning
Workday Adaptive read as Workday Adaptive Planning
Xero read as Xero Cash Flow Forecasting
Xero Cash Flow read as Xero Cash Flow Forecasting
Unresolved, counted raw
ACI Payments
Argus
Asteria Smart Cash Flow
Axle Finance
BroadPeak
Cushion
Expensify\u2019s Free 13-Week / 12-Month Template
Tiller Money
Vertex42 Cash Flow Statement & Forecast Templates
Discontinued, still offered
No shut-down product was recommended here.