Finance AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Receivables and billing Invoicing software › Small business September 2026 Edition

Invoicing software for small business buyers

Asked as “invoicing software”, and as “online invoicing tool for a business”, on behalf of a small B2B company. 42 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
31% 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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Zoho Invoice31%4%55endorsed leader
02QuickBooks29%22%54accepted challenger
03FreshBooks19%13%52accepted challenger
04Wave14%21%48accepted challenger
05Xero7%6%35accepted challenger
Show the three products at 0%, ordered by negative rate
08Stripe Invoicing0%20%10accepted challenger
06Square Invoices0%8%26accepted challenger
07Invoice Ninja0%0%13accepted 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
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Zoho Invoice31%
02QuickBooks29%
03FreshBooks19%
04Wave14%
05Xero7%
06Square Invoices0%
07Invoice Ninja0%
08Stripe Invoicing0%

02What they warned about

Six of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Mistral Small, Llama 4 Maverick, 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.
QuickBooks
22%
12 of 54 labels negative · 9 of 12 models · 2 hard negative
“**Avoid QuickBooks** if you want simple, predictable pricing without forced upgrades.” Kimi K2, negative prompt
Wave
21%
10 of 48 labels negative · 8 of 12 models
“Use Wave *only* if you never collect payments through their platform... **Do not use Wave Payments** for significant invoice amounts” DeepSeek V4 Flash, negative prompt
FreshBooks
13%
7 of 52 labels negative · 6 of 12 models · 1 hard negative
“Avoid paid starters like FreshBooks ($19+/mo)” Grok 4.1 Fast, budget prompt
Invoice Simple
100%
4 of 4 labels negative · 4 of 12 models · 2 hard negative
“users discuss their negative experiences with Invoice Simple, suggesting that it may not be trustworthy for small businesses” Llama 4 Maverick, 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

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. 728 links across 199 sites, every framing counted. Ranked by the number of answers carrying the site or page.

37 answers · 41 citations · 9 models
vendor site · Bookipi35 answers · 35 citations · 10 models
33 answers · 33 citations · 9 models
24 answers · 27 citations · 9 models
24 answers · 24 citations · 9 models
18 answers · 18 citations · 8 models
18 answers · 18 citations · 9 models
vendor site · Xero16 answers · 20 citations · 9 models
15 answers · 17 citations · 7 models
14 answers · 15 citations · 6 models
vendor site · Monday.com14 answers · 14 citations · 8 models
13 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 invoicing software for a small B2B company?”Paraphrase“Which online invoicing tool for a business would you recommend to a small business that sells to other businesses?”Comparative“What are the top invoicing tools for a small team and how do they differ?”Budget-constrained“What is the best invoicing software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an invoicing software. What should we look at?”Negative“Which invoicing tools should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceno first choiceHeldWave
Three alternativesFreshBooks, Harvest, Zoho Invoice
against: QuickBooks
Wave
Two alternativesSquare Invoices, Stripe Invoicing
no first choiceagainst: FreshBooks, Harvest, QuickBooks, Wave
GPT-5.4 miniXero
Three alternativesFreshBooks, QuickBooks, Zoho Invoice / Zoho Books
against: Wave
QuickBooksChanged
Two alternativesXero, Zoho Invoice
no first choice
Five alternativesFreshBooks, QuickBooks, Wave, Xero, Zoho Invoice / Zoho Books
Zoho Invoice
One alternativeFreshBooks
against: QuickBooks
no first choiceagainst: Harvest, Invoice2go, QuickBooks
Gemini 3.5 FlashFreshBooks
Four alternativesAirwallex, QuickBooks, Xero, Zoho Invoice
FreshBooksHeld
Four alternativesQuickBooks, Wave, Xero, Zoho Invoice
FreshBooks, Xero
Three alternativesQuickBooks, Square Invoices, Zoho Invoice
against: Wave
Zoho Invoice
Four alternativesBillbooks, Invoice Ninja, KipBill, Wave
no first choice
Ten alternativesBILL, Chargebee, Chaser, FreshBooks, Harvest, Maxio, QuickBooks, Stripe Billing, Tesorio, Xero
against: Invoice Simple, PayPal Invoicing, QuickBooks, QuickBooks Payments, Wave, Wave Payments
Perplexity SonarQuickBooks
Four alternativesFreshBooks, Square Invoices, Xero, Zoho Invoice
QuickBooksHeld
Three alternativesSquare Invoices, Stripe, Zoho Invoice
Zoho Invoice
Five alternativesFreshBooks, QuickBooks, Square Invoices, Wave, Xero
Zoho Invoice
One alternativeWave
no first choiceagainst: FreshBooks, QuickBooks, Xero
Grok 4.1 FastQuickBooks
Three alternativesFreshBooks, Xero, Zoho Invoice/Books
QuickBooksHeld
Three alternativesFreshBooks, Xero, Zoho Invoice
Wave, Zoho Invoice
Three alternativesFreshBooks, QuickBooks, Square Invoices
Wave, Zoho Invoice
One alternativeSquare Invoices
against: FreshBooks, QuickBooks
no first choiceagainst: BILL, FreshBooks, Invoice2go, Invoicely, QuickBooks, Xero
Mistral SmallQuickBooks
Two alternativesFreshBooks, Zoho Invoice
FreshBooks, Zoho InvoiceChanged
Two alternativesQuickBooks, Xero
FreshBooks
Three alternativesWave, Xero, Zoho Invoice
against: QuickBooks
Wave
Two alternativesSquare Invoices, Zoho Invoice
no first choiceagainst: FreshBooks, Harvest, Invoice Simple, Square Invoices, Stripe Invoicing, Zoho Invoice
DeepSeek V4 FlashQuickBooks
Four alternativesFreshBooks, Wave, Xero, Zoho Invoice
QuickBooksHeld
Three alternativesFreshBooks, Xero, Zoho Invoice
against: Wave
FreshBooks
Four alternativesQuickBooks, Wave, Xero, Zoho Invoice
Wave, Zoho Invoice
Three alternativesInvoice Ninja, Paymo, Square Invoices
FreshBooks, QuickBooks, Xero
Three alternativesSquare Invoices, Stripe Invoicing, Zoho Invoice / Zoho Books
against: Billtrust, HighRadius
against: FreshBooks, Invoicely, Square Invoices, Wave, Zoho Invoice
Llama 4 MaverickZoho Invoice
Three alternativesFreshBooks, QuickBooks, Wave
no first choiceChangedBookipi
Five alternativesFreshBooks, Square Invoices, Wave, Xero, Zoho Invoice
Zoho Invoice
One alternativeQuickBooks
no first choiceagainst: Invoice Simple, Wave
Qwen 3.7 FlashFreshBooks
Four alternativesChargebee, QuickBooks, Stripe Billing, Zoho Invoice
FreshBooksHeld
Two alternativesQuickBooks, Zoho Invoice
FreshBooks
Five alternativesBonsai, HoneyBook, QuickBooks, Wave, Zoho Invoice
Wave, Zoho Invoice
One alternativeSquare Invoices
no first choiceagainst: Excel, Google Sheets, NetSuite, QuickBooks, Sage 50
Kimi K2FreshBooks, QuickBooks
Three alternativesWave, Xero, Zoho Invoice
QuickBooksChanged
Four alternativesFreshBooks, Wave, Xero, Zoho Invoice
Zoho Invoice
Seven alternativesBonsai, FreshBooks, Harvest, QuickBooks, Square Invoices, Wave, Xero
Zoho Invoice
Two alternativesInvoice Ninja, Wave
no first choiceagainst: FreshBooks, Invoice Simple, PayPal Invoicing, QuickBooks, Stripe Invoicing, Wave
GLM 4.7 FlashXXero
Five alternativesFreshBooks, QuickBooks, Stripe Invoicing, Wave, Zoho Invoice
QuickBooksChanged
Five alternativesChargebee, FreshBooks, Sufio, Xero, Zoho Invoice
FreshBooks
Seven alternativesBookipi, Invoice Ninja, QuickBooks, Square Invoices, Wave, Xero, Zoho Invoice
Zoho Invoice
Four alternativesBilldu, Invoice Ninja, Novo Invoices, Wave
no first choiceagainst: Wavenothing named
MiniMax M2.5FreshBooks
Four alternativesQuickBooks, Wave, Xero, Zoho Invoice
Zoho InvoiceChanged
Three alternativesBookipi, Chargebee, Square Invoices
FreshBooks
Six alternativesHarvest, Invoice Ninja, QuickBooks, Square Invoices, Wave, Zoho Invoice
Wave, Zoho Invoice
Two alternativesInvoice Ninja, Square Invoices
no first choiceagainst: Akaunting, Invoicely, QuickBooks, Wave
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 18:06no05 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:54yes45 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:00yes6244 s
Direct recommendationPerplexity Sonarsonar2026-09-17 19:39yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:19yes128 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 18:40yes108 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:33yes1821 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:37yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:19yes1332 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:14yes1522 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:45yes25135 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:40yes511 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:48no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:35yes35 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:02yes1422 s
ParaphrasePerplexity Sonarsonar2026-09-17 17:56yes208 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:40yes2114 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 20:36yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:13yes1422 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:57yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:46yes531 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:30yes1428 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:52yes1395 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:41yes1157 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:49yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:19yes69 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:48yes1628 s
ComparativePerplexity Sonarsonar2026-09-17 19:04yes198 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:11yes2117 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 17:54yes108 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:02yes1817 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 18:17yes528 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:47yes1020 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:04yes2086 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:16yes513 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:01no04 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:32yes44 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:18yes1458 s
Budget constrainedPerplexity Sonarsonar2026-09-17 18:27yes205 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:37yes138 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 18:36yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:36yes910 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:22yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:59yes530 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:27yes1018 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:03yes1056 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:34yes1226 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:38no06 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:04no05 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:30yes922 s
Scale constrainedPerplexity Sonarsonar2026-09-17 18:51yes208 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:14yes1212 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 18:58no06 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 19:08yes1866 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:30yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:26no032 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:08yes1355 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:03yes936 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:18no046 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:51yes168 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:01yes45 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:56yes2526 s
Negative framingPerplexity Sonarsonar2026-09-17 20:58yes206 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:17yes4721 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 17:53yes1211 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 19:14yes2462 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:58yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 21:03yes1028 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:55yes2061 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:22yes1531 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:48yes1926 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
Airwallex Invoicing read as Airwallex
BILL.com (now BILL) read as BILL
Bill.com read as BILL
PayPal read as PayPal Invoicing
QuickBooks Online read as QuickBooks
QuickBooks Online (QBO) read as QuickBooks
QuickBooks Online Advanced read as QuickBooks
QuickBooks Simple Start read as QuickBooks
Square read as Square Invoices
Unresolved, counted raw
Agiled
CoConstruct
Hiveage
JobTread
KipBill
Monday CRM
Novo Invoices
Zoho Invoice/Books
monday.com CRM
Discontinued, still offered
No shut-down product was recommended here.
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