Index › Planning and analysis › Financial reporting › Small business › September 2026 Edition

Financial reporting and dashboards for small business buyers

Asked as “financial reporting software”, and as “finance dashboard tool”, on behalf of a small B2B company. 40 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.

Standing

QuickBooks Online

Contested

38% of first choices, contested.

ShowinginAll 41 categories in the September 2026 Edition →

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.

Small business

QuickBooks Online38%ContestedThis page Mid-market

Sage Intacct27%ContestedStanding →Enterprise

Microsoft Power BI19%ContestedStanding →

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.

ProductFirst-choice shareNegative rateLabelsQuadrant

QuickBooks Online9%35endorsed leader

Zoho Books0%17accepted challenger

Fathom0%19accepted challenger

Wave21%14accepted challenger

Xero3%29accepted challenger

Databox5%20accepted challenger

Show the five products at 0%, ordered by negative rate

Tableau62%13criticized challenger

Microsoft Power BI27%22criticized challenger

Looker Studio5%22accepted challenger

Klipfolio0%11accepted challenger

Zoho Analytics0%10accepted 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.

Head to head

Sage Intacct vs Fathom Sage Intacct vs Vena Fathom vs Vena

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 →

Accepted challengerEndorsed leader

0%First-choice share → · lines at 30% share and 25% negative50%

Key

QuickBooks Online38%

Zoho Books20%

Fathom15%

Wave15%

Xero2%

Databox2%

Looker Studio0%

Klipfolio0%

Zoho Analytics0%

Microsoft Power BI0%

Tableau0%

02What they warned about

Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash 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.

Tableau

62%

8 of 13 labels negative · 8 of 12 models · 5 hard negative

“Enterprise BI tools that are usually overkill ... **Tableau, Power BI, Looker, and similar platforms** ... they're overkill for most small businesses” DeepSeek V4 Flash, negative prompt

Microsoft Power BI

27%

6 of 22 labels negative · 6 of 12 models · 3 hard negative

“Examples: Tableau Server, PowerBI Premium-only setups, full-service Qlik environments” Qwen 3.7 Flash, negative prompt

Improvado

100%

5 of 5 labels negative · 5 of 12 models · 4 hard negative

“Tools Requiring SQL or Data Engineering Skills Examples: Advanced ETL platforms (Improvado, Adverity, Matillion)” Qwen 3.7 Flash, negative prompt

Microsoft Excel

83%

5 of 6 labels negative · 5 of 12 models · 3 hard negative

“Why avoid? Fine for ad-hoc analysis, but dangerous as primary tools due to errors” Grok 4.1 Fast, 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

62 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. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 752 links across 248 sites, every framing counted. Ranked by the number of answers carrying the site or page.

softwareadvice.com

19 answers · 20 citations · 10 models

cubesoftware.com

19 answers · 19 citations · 9 models

worldmetrics.org

17 answers · 25 citations · 8 models

capterra.com

17 answers · 18 citations · 11 models

zipdo.co

vendor site · Zipdo15 answers · 16 citations · 8 models

thecfoclub.com

14 answers · 19 citations · 9 models

ramp.com

vendor site · Ramp14 answers · 16 citations · 9 models

ustechautomations.com

vendor site · US Tech Automations14 answers · 14 citations · 9 models

improvado.io

vendor site · Improvado12 answers · 12 citations · 9 models

pcmag.com

11 answers · 13 citations · 7 models

maxio.com

vendor site · Maxio11 answers · 12 citations · 9 models

productive.io

vendor site · Productive9 answers · 10 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.

cubesoftware.com/blog/best-financial-reporting-software

18 answers · 9 models

softwareadvice.com/accounting/financial-reporting-comparison

16 answers · 10 models

ustechautomations.com/resources/blog/best-reporting-analytics-software-smal…

14 answers · 9 models

ramp.com/blog/financial-reporting-software

13 answers · 9 models

improvado.io/blog/marketing-reporting-software

11 answers · 9 models

maxio.com/blog/financial-reporting-tools

11 answers · 9 models

pcmag.com/picks/the-best-small-business-accounting-software

10 answers · 6 models

thecfoclub.com/tools/best-financial-reporting-software

10 answers · 8 models

cnbc.com/select/best-accounting-software-for-small-businesses

9 answers · 6 models

drivetrain.ai/solutions/financial-reporting-software

9 answers · 5 models

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 financial reporting software for a small B2B company?”Paraphrase“Which finance dashboard tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top reporting tools for a small team and how do they differ?”Budget-constrained“What is the best financial reporting software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a financial reporting software. What should we look at?”Negative“Which reporting tools should a small business avoid or be cautious about?”

Claude Haiku 4.5QuickBooks Online

Three alternatives

FreshBooks, Maxio, Xero

DataboxChanged

One alternative

Domo

Zoho Analytics

Six alternatives

Looker Studio, Monday.com, QuickBooks Online, Smartsheet, Wrike, Zoho Projects

QuickBooks Online, Zoho Books

Three alternatives

Quicken Business & Personal, Wave, Xero

no first choicenothing named

GPT-5.4 miniQuickBooks Online

One alternative

Xero

against: Oracle NetSuiteXeroChanged

One alternative

FreshBooks

Looker Studio

Three alternatives

Metabase, Microsoft Power BI, Tableau

Wave

Two alternatives

QuickBooks Online, Xero

no first choicenothing named

Gemini 3.5 FlashClockwork

Six alternatives

ChartMogul, Fathom, LiveFlow, QuickBooks Online, Syft Analytics, Xero

FathomChanged

Four alternatives

Baremetrics, ChartMogul, Jirav, Syft Analytics

Looker Studio

Two alternatives

Databox, Metabase

against: Geckoboard, Microsoft Power BIWave, Zoho Books

Four alternatives

Fathom, Quicken Business & Personal, Syft Analytics, Xero

no first choice

Seven alternatives

Cube, Fathom, Jirav, Mosaic, Pry, Runway, Syft Analytics

against: Anaplan, Workday Adaptive Planningagainst: Looker, Metabase, Microsoft Excel, Oracle Analytics, Qlik Sense, SAP Analytics Cloud, Salesforce CRM Analytics, Sisense, Tableau

Perplexity SonarQuickBooks Online

Three alternatives

Fathom, FreshBooks, Xero

FathomChanged

Three alternatives

Databox, LivePlan, Microsoft Power BI

Databox, Looker Studio

Two alternatives

Microsoft Power BI, Zoho Analytics

against: TableauZoho Books

Two alternatives

Wave, Xero

against: QuickBooks Onlineno first choiceagainst: Cube, Databox, Improvado, Looker Studio, Mosaic, SAP Crystal Reports

Grok 4.1 FastQuickBooks Online

Two alternatives

FreshBooks, Xero

against: WaveQuickBooks OnlineHeld

Two alternatives

Xero, Zoho Books

Looker Studio

Four alternatives

Databox, Klipfolio, Microsoft Power BI, Zoho Analytics

Wave

Four alternatives

Odoo, QuickBooks Online, Xero, Zoho Books

no first choice

Seven alternatives

Causal, Cube, Datarails, Fathom, Spotlight Reporting, Syft Analytics, Vena

against: Oracle, Workdayagainst: Adverity, Domo, Funnel, Google Sheets, Improvado, Looker, Microsoft Excel, Slack, Tableau, ThoughtSpot

Mistral SmallQuickBooks Online

Two alternatives

Maxio, Xero

FathomChanged

Three alternatives

Geckoboard, Klipfolio, Zoho Analytics

Databox, Looker Studio

Four alternatives

Microsoft Power BI, Monday.com, Tableau, Zoho Analytics

against: DomoQuickBooks Online

One alternative

Zoho Books

no first choiceagainst: Google Sheets, Microsoft Excel, Slack

DeepSeek V4 FlashQuickBooks Online

Two alternatives

Xero, Zoho Books

against: Sage IntacctFathomChanged

Four alternatives

Fairview, Finmark, Spotlight Reporting, Syft Analytics

Microsoft Power BI, Zoho Analytics

Five alternatives

Databox, Google Analytics, LivePlan, Looker Studio, Tableau

Wave

Three alternatives

Akaunting, Patriot Software, Zoho Books

against: GnuCash, QuickBooks Online, Xerono first choiceagainst: full Workday/Oracleagainst: Adverity, Funnel, Google Sheets, Improvado, Looker, Microsoft Excel, Microsoft Power BI, Slack, Tableau

Llama 4 MaverickMaxioFathomChanged

Six alternatives

FineBI, Geckoboard, Klipfolio, Looker Studio, Plecto, Zoho Analytics

Databox

Two alternatives

Domo, Looker Studio

Zoho Books

Two alternatives

QuickBooks Online, Xero

no first choiceagainst: Spreadsheets

Qwen 3.7 FlashQuickBooks Online

Four alternatives

FreshBooks, Oracle NetSuite, Sage Intacct, Xero

XanaroChanged

Four alternatives

BILL, LiveFlow, Microsoft Power BI, QuickBooks Online

Looker Studio

Five alternatives

Airtable, Databox, Geckoboard, Microsoft Power BI, Notion

Wave, Zoho Books

Two alternatives

QuickBooks Online, Xero

no first choiceagainst: Planful, Venaagainst: Adverity, Excel/Google Sheets, Improvado, Matillion, Microsoft Power BI, Qlik, Tableau

Kimi K2QuickBooks Online

Two alternatives

FreshBooks, Xero

against: Sage Intacct, WaveFathomChanged

Two alternatives

Clockwork, LivePlan

Databox

Five alternatives

Klipfolio, Looker Studio, Metabase, Microsoft Power BI, Zoho Analytics

Zoho Books

Two alternatives

Wave, Xero

no first choice

Six alternatives

Cube, Datarails, QuickBooks Online, Sage Intacct, Vena, Xero

against: Excel/Google Sheets, Looker, Microsoft Power BI, Oracle Fusion Cloud ERP, QuickBooks Online, SAP S/4HANA, Tableau, UKG / SAP SuccessFactors, Workday

GLM 4.7 FlashXQuickBooks Online

Five alternatives

Chargebee, Fathom, Maxio, Syft Analytics, Xero

QuickBooks OnlineHeld

Four alternatives

Fathom, Plecto, Spotlight Reporting, Xero

Geckoboard

Five alternatives

ClickUp, Databox, Klipfolio, Smartsheet, Zoho Analytics

Zoho Books

Seven alternatives

Akaunting, FreshBooks, GnuCash, Patriot Software, QuickBooks Online, Wave, Xero

no first choiceagainst: Oracle NetSuite, Sage Intacctagainst: Domo, Google Sheets, Microsoft Excel, Microsoft Power BI, Tableau

MiniMax M2.5QuickBooks Online

Three alternatives

Fathom, Maxio, Xero

against: WaveQuickBooks OnlineHeld

Two alternatives

Xero, Zoho Books

Databox, Looker Studio

Two alternatives

LivePlan, Microsoft Power BI

against: DomoWave, Zoho Books

One alternative

QuickBooks Online

no first choiceagainst: Domo, Improvado, Microsoft Power BI, SAP Crystal Reports, Tableau

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.

Prompt	Model	Version string	Time (UTC)	Searched	Sources	Latency
Direct recommendation	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 19:08	yes	18	8 s
Direct recommendation	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 18:52	yes	3	6 s
Direct recommendation	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 21:56	yes	13	49 s
Direct recommendation	Perplexity Sonar	`sonar`	2026-09-17 21:04	yes	19	5 s
Direct recommendation	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 19:18	yes	15	18 s
Direct recommendation	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 20:14	yes	5	5 s
Direct recommendation	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-17 19:33	yes	19	36 s
Direct recommendation	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 20:56	yes	5	3 s
Direct recommendation	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 21:02	yes	10	46 s
Direct recommendation	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 19:53	yes	15	27 s
Direct recommendation	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 20:13	yes	25	40 s
Direct recommendation	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 20:49	yes	12	36 s
Paraphrase	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 18:56	yes	9	7 s
Paraphrase	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 18:36	yes	4	6 s
Paraphrase	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 21:19	yes	20	56 s
Paraphrase	Perplexity Sonar	`sonar`	2026-09-17 18:34	yes	20	5 s
Paraphrase	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 18:24	yes	40	18 s
Paraphrase	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 18:04	yes	5	4 s
Paraphrase	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-17 19:58	yes	24	33 s
Paraphrase	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 19:16	yes	5	2 s
Paraphrase	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 19:45	no	0	31 s
Paraphrase	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 19:44	yes	15	25 s
Paraphrase	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 21:05	yes	30	83 s
Paraphrase	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 20:39	no	0	7 s
Comparative	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 18:08	yes	9	9 s
Comparative	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 21:06	yes	5	7 s
Comparative	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 19:02	yes	6	23 s
Comparative	Perplexity Sonar	`sonar`	2026-09-17 19:53	yes	20	8 s
Comparative	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 19:37	yes	26	15 s
Comparative	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 20:57	yes	5	5 s
Comparative	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 20:11	yes	9	15 s
Comparative	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 20:14	yes	5	2 s
Comparative	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 21:03	no	0	31 s
Comparative	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 18:59	yes	14	48 s
Comparative	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 18:14	yes	24	42 s
Comparative	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 21:07	yes	8	20 s
Budget constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 18:13	yes	9	8 s
Budget constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 18:52	yes	2	4 s
Budget constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 18:12	yes	17	30 s
Budget constrained	Perplexity Sonar	`sonar`	2026-09-17 18:31	yes	19	5 s
Budget constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 19:05	yes	15	9 s
Budget constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 19:40	yes	5	3 s
Budget constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 20:14	yes	10	12 s
Budget constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 19:39	yes	5	4 s
Budget constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 18:55	yes	5	15 s
Budget constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 18:51	yes	10	19 s
Budget constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 18:06	yes	9	29 s
Budget constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 19:10	yes	10	31 s
Scale constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 20:56	no	0	6 s
Scale constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 19:48	no	0	6 s
Scale constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 18:41	no	0	15 s
Scale constrained	Perplexity Sonar	`sonar`	2026-09-17 18:26	yes	20	8 s
Scale constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 19:26	yes	13	10 s
Scale constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 18:41	no	0	6 s
Scale constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 21:00	no	0	13 s
Scale constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 18:29	yes	5	4 s
Scale constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 21:05	no	0	54 s
Scale constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 18:48	yes	13	27 s
Scale constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 18:01	yes	17	68 s
Scale constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 20:29	yes	5	14 s
Negative framing	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 18:47	yes	16	11 s
Negative framing	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 18:50	no	0	3 s
Negative framing	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 18:33	yes	6	23 s
Negative framing	Perplexity Sonar	`sonar`	2026-09-17 20:16	yes	20	6 s
Negative framing	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 19:13	yes	34	18 s
Negative framing	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 18:48	yes	5	7 s
Negative framing	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 18:20	yes	19	23 s
Negative framing	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 19:06	yes	5	4 s
Negative framing	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 19:54	yes	10	31 s
Negative framing	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 20:18	yes	15	47 s
Negative framing	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 18:18	yes	26	113 s
Negative framing	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 20:53	yes	7	21 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.com read as BILL

Excel read as Microsoft Excel

Google Looker Studio read as Looker Studio

NetSuite read as Oracle NetSuite

Oracle ERP read as Oracle Fusion Cloud ERP

PowerBI read as Microsoft Power BI

PowerBI Premium read as Microsoft Power BI

QuickBooks read as QuickBooks Online

QuickBooks Online Simple Start read as QuickBooks Online

QuickBooks Solopreneur read as QuickBooks Online

Syft read as Syft Analytics

Vena Solutions read as Vena

Wave Accounting read as Wave

Unresolved, counted raw

AgencyAnalytics

Anomaly AI

DashboardFox

FineBI

Glew

Google Sheets / Microsoft Excel + Connectors

Grow.com

Layer

MeisterTask

Polar Analytics

Salesforce CRM Analytics (formerly Einstein Analytics)

Signara

Twilio Segment

UKG / SAP SuccessFactors

Vivify

Xanaro

full Workday/Oracle

Discontinued, still offered

No shut-down product was recommended here.

Financial reporting and dashboards for small business buyers

By buyer segment

01The standing

Recommended versus criticized

02What they warned about

03What they cite

Sites the answers cite

Pages the answers cite

04How they answered

05The record

Normalization in this category

Also in planning and analysis