Index › Finance › Tax and compliance › Global e-invoicing compl › Small business · November 2026 Edition
Global e-invoicing compliance for small business buyers
Asked as “e-invoicing compliance platform”, and as “VAT compliance software”, on behalf of a small B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
29%
Contested · Zoho Invoice 15%
29Xero15Zoho Invoice08Invoice Ninja48others
29% of first choices, contested.
Since October 2026▲+9Since October 2026: 20% → 29%, +9 points. Inside the 10-point floor: within noise.Xero held the lead, +9 points on 20%, inside the 10-point floor.
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
Xero29%Contested▲+9Since October 2026: 20% → 29%, +9 points. Inside the 10-point floor: within noise.This pageMid-market
Avalara E-Invoicing22%Contested▼−3Since October 2026: 25% → 22%, −3 points. Inside the 10-point floor: within noise.Standing →EnterpriseAvalara E-Invoicing26%Contested↗new leaderNew leader since October 2026: Avalara E-Invoicing (26%) replaces Sovos Compliance Network (25% then, 18% now), 8 points clear, inside the 10-point floor.Standing →
Xero29%Contested▲+9Since October 2026: 20% → 29%, +9 points. Inside the 10-point floor: within noise.This pageMid-marketAvalara E-Invoicing22%Contested▼−3Since October 2026: 25% → 22%, −3 points. Inside the 10-point floor: within noise.Standing →EnterpriseAvalara E-Invoicing26%Contested↗new leaderNew leader since October 2026: Avalara E-Invoicing (26%) replaces Sovos Compliance Network (25% then, 18% now), 8 points clear, inside the 10-point floor.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Xero29%5%40accepted challenger▲+9Since October 2026: 20% → 29%, +9 points. Inside the 10-point floor: within noise.20% → 29%
Xero29%5%40accepted challenger▲+9Since October 2026: 20% → 29%, +9 points. Inside the 10-point floor: within noise.20% → 29%02
Zoho Invoice15%9%34accepted challenger▲+1Since October 2026: 14% → 15%, +1 point. Inside the 10-point floor: within noise.14% → 15%
Zoho Invoice15%9%34accepted challenger▲+1Since October 2026: 14% → 15%, +1 point. Inside the 10-point floor: within noise.14% → 15%03
Invoice Ninja8%0%14accepted challenger▲+8Since October 2026: 0% → 8%, +8 points. Inside the 10-point floor: within noise.0% → 8%
Invoice Ninja8%0%14accepted challenger▲+8Since October 2026: 0% → 8%, +8 points. Inside the 10-point floor: within noise.0% → 8%04
QuickBooks Online6%10%39accepted challenger▲+2Since October 2026: 4% → 6%, +2 points. Inside the 10-point floor: within noise.4% → 6%
QuickBooks Online6%10%39accepted challenger▲+2Since October 2026: 4% → 6%, +2 points. Inside the 10-point floor: within noise.4% → 6%05Avalara E-Invoicing4%37%30criticized challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 10-point floor: within noise.8% → 4%
Avalara E-Invoicing4%37%30criticized challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 10-point floor: within noise.8% → 4%06
Wave2%32%25criticized challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise.4% → 2%
Wave2%32%25criticized challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise.4% → 2%07
Pagero2%29%17criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
Pagero2%29%17criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%Show the three products at 0%, ordered by negative rate
10
Sovos Compliance Network0%45%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Sovos Compliance Network0%45%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%09
Square Invoices0%29%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Square Invoices0%29%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%08
FreshBooks0%25%28criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise.4% → 0%
FreshBooks0%25%28criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise.4% → 0%The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
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.
For buyers
Head to head
Avalara E-Invoicing vs Sovos Compliance NetworkAvalara E-Invoicing vs Zoho BooksAvalara E-Invoicing vs Zoho Invoice
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.All twenty-eight head-to-head pages: the top eight products, each against each
Avalara E-Invoicing vs PageroAvalara E-Invoicing vs XeroAvalara E-Invoicing vs QuickBooks OnlineAvalara E-Invoicing vs WaveSovos Compliance Network vs Zoho BooksSovos Compliance Network vs Zoho InvoiceSovos Compliance Network vs PageroSovos Compliance Network vs XeroSovos Compliance Network vs QuickBooks OnlineSovos Compliance Network vs WaveZoho Books vs Zoho InvoiceZoho Books vs PageroZoho Books vs XeroZoho Books vs QuickBooks OnlineZoho Books vs WaveZoho Invoice vs PageroZoho Invoice vs XeroZoho Invoice vs QuickBooks OnlineZoho Invoice vs WavePagero vs XeroPagero vs QuickBooks OnlinePagero vs WaveXero vs QuickBooks OnlineXero vs WaveQuickBooks Online vs Wave
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 →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Xero29%
Xero29%02Zoho Invoice15%
Zoho Invoice15%03Invoice Ninja8%
Invoice Ninja8%04QuickBooks Online6%
QuickBooks Online6%05Avalara E-Invoicing4%
Avalara E-Invoicing4%06Wave2%
Wave2%07Pagero2%
Pagero2%08FreshBooks0%
FreshBooks0%09Square Invoices0%
Square Invoices0%10Sovos Compliance Network0%
Sovos Compliance Network0%What they warned about
One of fourteen 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, GPT-6 Luna and Muse Glimmer 30B 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.
Wave32%
8 of 25 labels negative · 7 of 14 models · 2 hard negative
“frequently flagged as a platform to avoid if you plan to scale beyond a very small team” Mistral Small, negative prompt
FreshBooks25%
7 of 28 labels negative · 7 of 14 models · 1 hard negative
“Some users report unreliable bank and expense syncs... It may not be suitable for businesses needing robust automation” Mistral Small, negative prompt
Avalara E-Invoicing37%
11 of 30 labels negative · 7 of 14 models
“Examples like Tungsten, Basware, OpenText, Sovos, and Avalara are clearly positioned as broader compliance platforms, not low-cost SMB tools.” GPT-5.4 mini, budget prompt
Pagero29%
5 of 17 labels negative · 4 of 14 models · 2 hard negative
“Enterprise-Grade Platforms (Avoid if you are a Micro/SMB) ... Pagero (and similar Thomson Reuters subsidiaries): Users frequently cite complex pricing models” Qwen 3.7 Flash, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
76 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 880 links across 245 sites, every framing counted. Ranked by the number of answers carrying the site or page. 32 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
24 answers · 30 citations · 9 models
22 answers · 22 citations · 9 models
vendor site · Sourceforge21 answers · 26 citations · 10 models
vendor site · Avalara19 answers · 29 citations · 10 models
vendor site · Capterra19 answers · 29 citations · 11 models
18 answers · 18 citations · 7 models
17 answers · 25 citations · 8 models
vendor site · G217 answers · 24 citations · 11 models
17 answers · 18 citations · 10 models
vendor site · Xero16 answers · 28 citations · 8 models
15 answers · 16 citations · 7 models
14 answers · 14 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.
18 answers · 7 models
15 answers · 8 models
12 answers · 7 models
12 answers · 6 models
12 answers · 8 models
12 answers · 7 models
11 answers · 8 models
11 answers · 7 models
11 answers · 9 models
10 answers · 9 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 e-invoicing compliance platform”, “e-invoicing compliance platform”, “e-invoicing platforms”. 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 |
|---|---|---|---|---|---|---|---|
| Xero xero.com | 29% | 729 | 90,500 | 4,610 | 1,200,289 | $500 | 119 |
| Zoho parent site Zoho Invoice 15%, Zoho Invoice / Zoho Books 2% | 17% | 155 | 18,100 | 238 | |||
| Invoice Ninja invoiceninja.com | 8% | 57 | 4,400 | 55 | 18,218 | ||
| QuickBooks quickbooks.ninja QuickBooks Online 6% | 6% | 692 | 1,000,000 | 54,681 | 253 company | ||
| GoodVat goodvat.com | 6% | 4 | |||||
| Zoho zoho.com Zoho Books 4% | 4% | 367 | 27,100 | 268 | 1,216,894 company | $51,031 | 119 |
| Avalara avalara.com Avalara E-Invoicing 4% | 4% | 120 | 27,100 | 703 | 2,604,517 company | $21,470 | 108 |
| Quaderno quaderno.io | 4% | 23 | 720 | 23 | 62,203 | 0 | |
| Qvalia Connect Small qvalia.com | 4% | 3 | |||||
| Wave waveapps.com | 2% | 363 | 368,000 | 253,218 | 708,862 | 39 |
Google's top ten for the three searches hold 23 sites; 0 of them are among the sites the models cited here. The first result for “best e-invoicing compliance platform” is reddit.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 e-invoicing compliance platform for a small B2B company?”Paraphrase“Which VAT compliance software would you recommend to a small business that sells to other businesses?”Comparative“What are the top e-invoicing platforms for a small team and how do they differ?”Budget-constrained“What is the best e-invoicing compliance platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an e-invoicing compliance platform. What should we look at?”Negative“Which e-invoicing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Xeroagainst: QuickBooks OnlineGoodVatChangedZoho InvoiceWave, Zoho Invoiceno first choiceagainst: FreshBooks, Invoicera, QuickBooks Online, Wave
Three alternatives
Invoice Ninja, Invoiced, SufioTwo alternatives
Anrok, LappaFour alternatives
FreshBooks, Invoice Ninja, QuickBooks Online, XeroThree alternatives
Invoicely, QuickBooks Online, XeroGPT-5.4 miniAvalara E-InvoicingXeroChangedagainst: Avalara E-Invoicingno first choiceQuickBooks Online, Xeroagainst: Avalara E-Invoicing, Basware, OpenText Trading Grid e-Invoicing, Sovos Compliance Networkno first choiceagainst: Invoice Cloud, Inc., Invoicely, PayPal Invoicing, Square Invoices
Four alternatives
OpenText Trading Grid e-Invoicing, Pagero, Sovos Compliance Network, StorecoveTwo alternatives
FreeAgent, QuickBooks UKThree alternatives
FreshBooks, QuickBooks Online, XeroOne alternative
Tungsten NetworkGemini 3.5 FlashXero, Zoho Booksagainst: EDICOM, Sovos Compliance NetworkQuadernoChangedZoho Invoiceagainst: QuickBooks OnlineB2Brouteragainst: Avalara E-Invoicing, Pagero, Sovos Compliance Networkno first choiceagainst: Coupa, SAP Ariba
Four alternatives
Avalara E-Invoicing, Banqup, Pagero, StorecoveSix alternatives
Paddle, QuickBooks Online, SimplyVAT, Stripe Tax, Xero, hellotaxFour alternatives
FreshBooks, Square Invoices, Wave, XeroFour alternatives
Invoice Ninja, Storecove, Xero, Zoho InvoicePerplexity SonarXeroagainst: Avalara E-Invoicing, Sovos Compliance Network, VAT IT eeziLappaChangedagainst: Avalara E-Invoicing, Sovos Compliance NetworkQuickBooks Online, XeroXeroagainst: Zoho Invoiceno first choiceagainst: Basware, FreshBooks, Pagero, SAP Ariba, Sovos Compliance Network, Square Invoices, Stripe Invoicing, Vertex, Wave
Two alternatives
Pagero, QvaliaThree alternatives
AVASK, Quaderno, Stripe TaxFive alternatives
FreshBooks, Square Invoices, Stripe Invoicing, Wave, Zoho InvoiceThree alternatives
Invoice Ninja, Pagero, QvaliaGrok 4.20Pageroagainst: FreshBooks, Zoho InvoiceXeroChangedagainst: Avalara E-Invoicing, VertexWave, Zoho InvoiceZoho Invoiceagainst: Holded, Taxillano first choiceagainst: Akaunting, Autobooks, Chargebee, EasyStaff Invoice, FattMerchant, Nuvei, Oracle, Payyit, SAP Ariba, Square Invoices, Xero, bexio
Three alternatives
Sovos e-Invoice / Compliance Network, Storecove, TradeshiftTwo alternatives
FreeAgent, QuickBooks OnlineFour alternatives
FreshBooks, Invoice Ninja, QuickBooks Online, Square InvoicesThree alternatives
FacturaDirecta, Square Invoices, WaveMistral SmallXeroSphere, TaxuallyChangedagainst: Avalara E-InvoicingQuickBooks Online, XeroSwipeno first choiceagainst: FreshBooks, Invoicera, Wave, Zoho Invoice
Four alternatives
ActiveCollab, Sovos e-Invoicing, VAT IT eezi, Zoho InvoiceOne alternative
MarosaFour alternatives
BillingEngine, Traild, Wave, Zoho InvoiceTwo alternatives
Fonoa, Zoho BooksDeepSeek V4 FlashZoho Invoice / Zoho Booksagainst: Avalara E-Invoicing, Sovos Compliance Network, TrueCommerce, VertexQuadernoChangedagainst: Avalara E-Invoicingno first choiceagainst: B2Brouter, EDICOM, Ecosio, StorecoveAvalara E-Invoicingagainst: Pagero, Sovos Compliance Network, Waveno first choiceagainst: Avalara E-Invoicing, Pagero, QuickBooks Online, Sovos Compliance Network, Vertexagainst: BILL, FreshBooks, PayPal Invoicing, Wave, Xero
Five alternatives
FreshBooks, QuickBooks Online, Storecove, Tally Prime, e-invoice.beOne alternative
hellotaxSeven alternatives
FreshBooks, Hiveage, Invoice Ninja, QuickBooks Online, Wave, Xero, Zoho InvoiceTwo alternatives
Invoice-Portal.de, Zoho Invoice / Zoho BooksFour alternatives
B2Brouter, Ecosio, Saphety, StorecoveLlama 4 MaverickXeroGoodVatChangedno first choiceXerono first choiceagainst: FreshBooks, Wave
Four alternatives
Anrok, Fonoa, Quaderno, TaxuallyThree alternatives
Avalara E-Invoicing, QuickBooks Online, Zoho InvoiceQwen 3.7 FlashQuickBooks OnlineGoodVatChangedZoho InvoiceZoho Invoiceno first choiceagainst: BILL, Comarch, Pagero, SparcPay, Wave
Four alternatives
ActiveCollab, Rho, Xero, Zoho BooksTwo alternatives
Anrok, KintsugiFour alternatives
FreshBooks, Invoice Ninja, QuickBooks Online, XeroThree alternatives
Mercury, Rho, WaveKimi K2Invoice Ninja, Zoho Invoiceagainst: FreshBooksXeroChangedWave, Zoho InvoiceInvoice Ninja, Zoho Invoiceagainst: Avalara E-Invoicingno first choiceagainst: Invoice Simple, Invoice2go, Square Invoices, Tradeshift, Wave
Five alternatives
Avalara E-Invoicing, Basware, QuickBooks Online, Sovos Compliance Network, XeroThree alternatives
Avalara E-Invoicing, FreeAgent, QuickBooks OnlineTwo alternatives
FreshBooks, QuickBooks OnlineFour alternatives
Square Invoices, Swipe, TallyPrime, WaveFive alternatives
Avalara E-Invoicing, Basware, Pagero, QuickBooks Online, XeroGLM 4.7 FlashXInvoiceXML, Webware’s Invoice Portalagainst: EDICOM Global e-Invoicing PlatformQuickBooks Online, XeroChangedHoldedInvoice Ninja, Zoho Invoiceno first choiceagainst: Fakturownia, Invoice Simple, InvoiceASAP, PDF Invoice for WooCommerce
Six alternatives
FreshBooks, QuickBooks Online, Swipe, TrueCommerce, Zoho Books, eeziThree alternatives
Avalara E-Invoicing, TaxJar, Zoho BooksThree alternatives
Billin, Zoho Invoice, easybillSeven alternatives
Avalara E‑Invoicing, Billin, Holded, JuanTax, Swipe, Tradeshift, Zoho BooksMiniMax M2.5XeroXeroHeldWave, Zoho InvoiceInvoice Ninja, Zoho Invoiceno first choiceagainst: Autobooks, FattMerchant/Stax
Two alternatives
Avalara E-Invoicing, Zoho InvoiceThree alternatives
Stripe Tax, Taxually, hellotaxTwo alternatives
FreshBooks, QuickBooks OnlineThree alternatives
CountAbout, Invoice Simple, WaveGPT-6 LunaQvalia Connect SmallXeroChangedZoho InvoiceQvalia Connect Smallagainst: PeppolSoftno first choiceagainst: Toast
Two alternatives
Avalara E-Invoicing, PageroOne alternative
hellotaxFour alternatives
FreshBooks, QuickBooks Online, Square Invoices, XeroMuse Glimmer 30Bno first choiceAnna, Zoho BooksChangedFonoaZoho Invoiceno first choiceagainst: BILL, Invoice2go
Ten alternatives
ActiveCollab, Avalara E-Invoicing, Basware, FreshBooks, Holded, Pagero, QuickBooks Online, SAP Ariba, Sovos Compliance Network, XeroFive alternatives
QuickBooks Online, Sphere, Stripe Tax, Taxually, XeroFive alternatives
FreshBooks, QuickBooks Online, Wave, Xero, Zoho InvoiceSix alternatives
Accountable, B2Brouter, Docnova, Indy, Swipe, Zoho BooksBold 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.
Eighty-four 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 | 2026-11-01 09:41 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:07 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:55 | yes | 7 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 10:24 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:16 | yes | 13 | 33 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:51 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:33 | yes | 23 | 25 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:34 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:30 | yes | 10 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:11 | yes | 15 | 37 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:28 | yes | 15 | 59 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:07 | yes | 10 | 34 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:39 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:56 | yes | 11 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:05 | yes | 16 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:50 | yes | 5 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:35 | yes | 10 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:15 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:20 | yes | 5 | 29 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:04 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:51 | yes | 22 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:27 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:22 | yes | 5 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:35 | yes | 15 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:14 | yes | 25 | 32 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:01 | yes | 13 | 42 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:26 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:38 | yes | 15 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:03 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:43 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:24 | no | 0 | 15 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:52 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 9 | 35 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:45 | yes | 10 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:10 | yes | 24 | 31 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:44 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:00 | yes | 10 | 47 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:32 | yes | 10 | 20 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:12 | yes | 22 | 122 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:00 | yes | 20 | 41 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:22 | yes | 7 | 22 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:35 | yes | 13 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:40 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:12 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:26 | yes | 7 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:25 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:26 | yes | 11 | 33 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:49 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:51 | yes | 23 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:16 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:05 | yes | 5 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:56 | yes | 20 | 54 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:50 | yes | 21 | 108 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:33 | yes | 10 | 34 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:35 | yes | 3 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:17 | yes | 23 | 32 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:11 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:55 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:56 | no | 0 | 13 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 10:20 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 10 | 37 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:21 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:40 | yes | 24 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:41 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:55 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:20 | yes | 14 | 19 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:57 | no | 0 | 14 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:14 | yes | 10 | 27 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:46 | yes | 3 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:01 | yes | 15 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:27 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:35 | yes | 5 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:15 | no | 0 | 16 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:30 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:21 | yes | 14 | 36 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:39 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:07 | yes | 25 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:59 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:03 | yes | 14 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:11 | yes | 15 | 23 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:37 | yes | 25 | 92 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:17 | yes | 24 | 63 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:30 | yes | 2 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:37 | yes | 24 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Avalara read as Avalara E-Invoicing
Avalara E-Invoicing and Live Reporting read as Avalara E-Invoicing
Bill.com (BILL) read as BILL
OpenText read as OpenText Trading Grid e-Invoicing
QuickBooks read as QuickBooks Online
SAP Document and Reporting Compliance read as SAP Document & Reporting Compliance
Sovos read as Sovos Compliance Network
Square read as Square Invoices
Tungsten read as Tungsten Network
VAT IT read as VAT IT eezi
VAT IT (eezi) read as VAT IT eezi
Unresolved, counted raw
AVASK
Avalara E‑Invoicing
Billingflow
Bling
ContaAzul
CountAbout
Doxis AI.dp.
EasyStaff Invoice
FACe
FattMerchant
FattMerchant/Stax
Invoice Cloud, Inc.
Invoice-Portal.de
InvoiceASAP
Kommmit
MyInvois
PDF Invoice for WooCommerce
Payyit
PeppolSoft
Portant
QuickBooks UK
Revylis
Saphety
SimplyVAT
Sistema di Interscambio (SdI)
Sovos e-Invoice / Compliance Network
Sovos e-Invoicing
SparcPay
Swipe for India
Tax by countX
Unified
Webware’s Invoice Portal
ZATCA Fatoora portal
Discontinued, still offered
No shut-down product was recommended here.