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. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
20%
Contested · Zoho Invoice 14%
20Xero14Zoho Invoice08Avalara E-Invoicing58others
20% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Xero (20%) replaces Invoicemonk (28% then, 5% now), 16 points clear, past the 10-point floor.Xero leads at 20%, replacing Invoicemonk, which led at 28% and stands at 5% now: 16 points clear, past the 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
Xero20%Contested↗new leaderNew leader since September 2026: Xero (20%) replaces Invoicemonk (28% then, 5% now), 16 points clear, past the 10-point floor.This pageMid-market
Avalara E-Invoicing25%Contested▼−2Since September 2026: 28% → 26%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
Sovos Compliance Network25%Contested▼−14Since September 2026: 39% → 25%, −14 points. Past the 10-point floor: movement. Read over the models both editions asked.Standing →
Xero20%Contested↗new leaderNew leader since September 2026: Xero (20%) replaces Invoicemonk (28% then, 5% now), 16 points clear, past the 10-point floor.This pageMid-marketAvalara E-Invoicing25%Contested▼−2Since September 2026: 28% → 26%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseSovos Compliance Network25%Contested▼−14Since September 2026: 39% → 25%, −14 points. Past the 10-point floor: movement. Read over the models both editions asked.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 September 2026
01Xero20%7%41accepted challenger▲+1Since September 2026: 20% → 20%, +1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.20% → 20%
Xero20%7%41accepted challenger▲+1Since September 2026: 20% → 20%, +1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.20% → 20%02
Zoho Invoice14%7%29accepted challenger▲+12Since September 2026: 4% → 16%, +12 points. Past the 10-point floor: movement. Read over the models both editions asked.4% → 16%
Zoho Invoice14%7%29accepted challenger▲+12Since September 2026: 4% → 16%, +12 points. Past the 10-point floor: movement. Read over the models both editions asked.4% → 16%03Avalara E-Invoicing8%8%25accepted challenger▲+5Since September 2026: 4% → 9%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.4% → 9%
Avalara E-Invoicing8%8%25accepted challenger▲+5Since September 2026: 4% → 9%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.4% → 9%04
QuickBooks Online4%8%37accepted challenger=heldSince September 2026: 4% → 5%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.4% → 5%
QuickBooks Online4%8%37accepted challenger=heldSince September 2026: 4% → 5%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.4% → 5%05
FreshBooks4%23%31accepted challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 5%
FreshBooks4%23%31accepted challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 5%06
Wave4%39%28criticized challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 5%
Wave4%39%28criticized challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 5%07
Pagero2%17%12accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
Pagero2%17%12accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%Show the three products at 0%, ordered by negative rate
10Sovos Compliance Network0%33%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
Sovos Compliance Network0%33%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%09
Square Invoices0%28%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
Square Invoices0%28%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%08
Invoice Ninja0%16%19accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
Invoice Ninja0%16%19accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Avalara E-Invoicing vs XeroAvalara E-Invoicing vs BaswareAvalara E-Invoicing vs CoupaAvalara E-Invoicing vs TradeshiftSovos Compliance Network vs PageroSovos Compliance Network vs Zoho InvoiceSovos Compliance Network vs XeroSovos Compliance Network vs BaswareSovos Compliance Network vs CoupaSovos Compliance Network vs TradeshiftPagero vs Zoho InvoicePagero vs XeroPagero vs BaswarePagero vs CoupaPagero vs TradeshiftZoho Invoice vs XeroZoho Invoice vs BaswareZoho Invoice vs CoupaZoho Invoice vs TradeshiftXero vs BaswareXero vs CoupaXero vs TradeshiftBasware vs CoupaBasware vs TradeshiftCoupa vs Tradeshift
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
01Xero20%
Xero20%02Zoho Invoice14%
Zoho Invoice14%03Avalara E-Invoicing8%
Avalara E-Invoicing8%04QuickBooks Online4%
QuickBooks Online4%05FreshBooks4%
FreshBooks4%06Wave4%
Wave4%07Pagero2%
Pagero2%08Invoice Ninja0%
Invoice Ninja0%09Square Invoices0%
Square Invoices0%10Sovos Compliance Network0%
Sovos Compliance Network0%What they warned about
Zero 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 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, 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.
Wave39%
11 of 28 labels negative · 7 of 14 models · 1 hard negative
“Platforms/Features to Be Cautious About: 1. **Wave (especially if scaling beyond very small teams)**... **Who should avoid**: Businesses expecting growth” Grok 4.1 Fast, negative prompt
FreshBooks23%
7 of 31 labels negative · 6 of 14 models · 1 hard negative
“Bank/expense syncs unreliable ("never stays connected," duplicates transactions) ... **Who should avoid**: Businesses needing robust automation” Grok 4.1 Fast, negative prompt
Sovos Compliance Network33%
5 of 15 labels negative · 4 of 14 models
“Enterprise compliance giants like Sovos, Pagero, and Vertex are incredibly robust but often feature long implementation cycles... prohibitively expensive for small businesses.” Gemini 3.5 Flash, direct prompt
Square Invoices28%
5 of 18 labels negative · 4 of 14 models
“Criticisms include limited invoice customization, occasional issues with payment holds, and transaction fees that can add up for small businesses.” Mistral Small, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
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. 1039 links across 272 sites, every framing counted. Ranked by the number of answers carrying the site or page. 11 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.
38 answers · 38 citations · 12 models
vendor site · Sourceforge30 answers · 37 citations · 12 models
27 answers · 37 citations · 12 models
23 answers · 24 citations · 10 models
21 answers · 24 citations · 9 models
vendor site · Avalara20 answers · 31 citations · 11 models
vendor site · Klippa17 answers · 17 citations · 8 models
vendor site · Xero16 answers · 27 citations · 10 models
15 answers · 18 citations · 8 models
15 answers · 18 citations · 9 models
vendor site · G214 answers · 29 citations · 7 models
14 answers · 14 citations · 8 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.
38 answers · 12 models
26 answers · 11 models
23 answers · 10 models
17 answers · 8 models
17 answers · 10 models
14 answers · 8 models
13 answers · 6 models
11 answers · 6 models
11 answers · 7 models
10 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 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 | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Xero xero.com | 20% | 737 | 90,500 | 4,610 | 1,200,289 | $500 | 119 | |
| Zoho parent site Zoho Invoice 14%, Zoho Books / Zoho Invoice 2% | 16% | 169 | 18,100 | 238 | ||||
| Avalara avalara.com Avalara E-Invoicing 8%, Avalara VAT Returns and Reporting 2% | 10% | 93 | 27,100 | 703 | 2,604,517 company | $21,470 | 108 | |
| Quaderno quaderno.io | 8% | 30 | 720 | 23 | 62,203 | 0 | ||
| QuickBooks quickbooks.ninja QuickBooks Online 4% | 4% | 621 | 1,000,000 | 54,681 | 253 company | |||
| FreshBooks freshbooks.com | 4% | 330 | 40,500 | 389 | 305,801 | $221 | 113 | |
| Wave waveapps.com | 4% | 323 | 368,000 | 253,218 | 708,862 | 39 | ||
| Invoicemonk invoicemonk.com | 4% | 5 | 10 | 0 | 636 | 7 | ||
| Zoho zoho.com Zoho Books 4% | 4% | 326 | 27,100 | 268 | 1,216,894 company | $51,031 | 119 | |
| Qvalia qvalia.com | 4% | 5 |
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 4.5QuickBooks Online, Xeroagainst: FreshBooks, WaveXeroChangedFreshBooksagainst: WaveWave, Zoho Invoiceno first choiceagainst: FreshBooks, Invoice Ninja, Square Invoices, Wave, Xero
One alternative
Zoho InvoiceThree alternatives
Kintsugi, Lovat, hellotaxThree alternatives
Invoice Ninja, Xero, Zoho InvoiceThree alternatives
FreshBooks, QuickBooks Online, Square InvoicesGPT-5.4 miniAvalara E-InvoicingAvalara E-Invoicing, QuadernoChangedFreshBooks, XeroQvaliano first choicenothing named
One alternative
Sovos Compliance NetworkOne alternative
TaxJarThree alternatives
QuickBooks Online, Wave, Zoho Invoice / Zoho BooksTwo alternatives
Peppolio, ZeppolGemini 3.5 FlashStorecoveagainst: Pagero, Sovos Compliance Network, VertexQuadernoChangedXeroagainst: WaveZoho Books / Zoho Invoiceagainst: Mercury's free generator, Waveno first choiceagainst: BILL, FreshBooks, Wave
Five alternatives
Avalara E-Invoicing, Banqup, InvoStaq, QuickBooks Online, XeroFour alternatives
Anrok, FastSpring, Lovat, PaddleTwo alternatives
FreshBooks, Zoho InvoiceFour alternatives
Enlivy, Hit-Online, Invoice Ninja, WafeqPerplexity SonarXeroagainst: EDICOM, Pagero, Sovos Compliance Network, VertexAvalara E-InvoicingChangedZoho InvoiceWave, Zoho Invoiceagainst: Sovos Compliance Network, Storecoveno first choiceagainst: Gotransverse, PayPal Invoicing, SAP, Wave
Two alternatives
Avalara E-Invoicing, QuickBooks OnlineTwo alternatives
Numeral, VertexNine alternatives
Avalara E-Invoicing, Basware, FreshBooks, Pagero, QuickBooks Online, SAP Ariba, Sovos Compliance Network, Square Invoices, XeroOne alternative
Avalara E-InvoicingGrok 4.1 FastXeroAvalara E-InvoicingChangedQuickBooks Onlineagainst: Basware, Sovos Compliance NetworkZoho Invoiceno first choiceagainst: FreshBooks, Invoiced, PayPal Invoicing, Wave
Two alternatives
QuickBooks Online, Zoho InvoiceThree alternatives
TaxJar, Thomson Reuters ONESOURCE, VertexFour alternatives
FreshBooks, Wave, Xero, Zoho InvoiceTwo alternatives
Pagero, XeroMistral SmallEBizCharge, FreshBooksZoho BooksChangedagainst: Avalara E-Invoicing, Thomson Reuters ONESOURCEZoho InvoiceZoho Invoiceno first choiceagainst: Invoice Ninja, InvoiceOcean, Invoicely, Square Invoices, Xero
One alternative
Sovos Compliance NetworkThree alternatives
Invoice Ninja, QuickBooks Online, XeroTwo alternatives
QuickBooks Online, XeroDeepSeek V4 FlashXeroSimplyVATChangedXeroagainst: Square Invoices, WaveQvaliaAnrok, Fonoaagainst: SAP DRC, Stripe Taxagainst: FreshBooks, QuickBooks Online, Xero, Zoho
Six alternatives
Avalara E-Invoicing, BILL, Billit, FreshBooks, Invoicier, StorecoveThree alternatives
Avalara E-Invoicing, Quaderno, TaxJarFour alternatives
FreshBooks, Invoice Ninja, QuickBooks Online, Zoho InvoiceFour alternatives
Accountable, Pagero, Zoho Invoice, peppol.shTwo alternatives
Avalara E-Invoicing, Sovos Compliance NetworkLlama 4 Maverickno first choiceAvalara VAT Returns and ReportingChangedWaveFreshBooksno first choicenothing named
One alternative
VAT FilerFour alternatives
Harvest, Invoice Ninja, Square Invoices, Stripe InvoicingFour alternatives
Invoice Ninja, QuickBooks Online, Square Invoices, Zoho InvoiceQwen 3.7 FlashSireevagainst: TradeshiftXeroChangedZoho InvoiceZoho Invoiceno first choiceagainst: Basware, Invoice Simple, Invoiced, Invoicera, SAP Ariba
Eight alternatives
Billin, Comply.io, Daisybit, Fiscozen, Invoice2go, Invoiced, MyFacture, NubimetricsThree alternatives
FreeAgent, QuickBooks Online, Zoho BooksFour alternatives
FreshBooks, QuickBooks Online, Square Invoices, WaveTwo alternatives
Invoicemonk, XeroFive alternatives
Orain, Panaxea, Sovos Compliance Network, Taxino, TradeshiftKimi K2Invoicemonkagainst: WaveXeroChangedWave, Zoho Invoiceagainst: PayPal InvoicingLappa, Zoho Invoiceno first choiceagainst: FreshBooks, Invoice Simple, Invoicera, QuickBooks Online, Stripe Invoicing, Zervant by Shine, Zoho Invoice
Two alternatives
InvoiceEU, InvoiceXMLFive alternatives
Avalara E-Invoicing, FreeAgent, QuickBooks Online, Taxually, VatstackFour alternatives
FreshBooks, QuickBooks Online, Square Invoices, XeroThree alternatives
Avalara E-Invoicing, Facturama, WaveGLM 4.7 FlashXXeroQuaderno, XeroChangedZoho InvoiceZoho Invoiceno first choiceagainst: Avalara E-Invoicing, CCH, Complyance, Invoice Ninja, MyInvois, SAP Ariba, Sovos Compliance Network, Tungsten Network, Vertex E‑Invoicing, Wolters Kluwer
Four alternatives
Avalara E-Invoicing, Holded, InvoiceXML, QuickBooks OnlineThree alternatives
Kintsugi, QuickBooks Online, Stripe TaxFive alternatives
FreshBooks, Invoice Ninja, QuickBooks Online, Wave, XeroTwo alternatives
B2Brouter, Invoice NinjaMiniMax M2.5no first choiceAnna Money, QuickBooks OnlineChangedInzo, XeroInvoicemonkno first choiceagainst: Invoicely
Three alternatives
Bush Business, Sage, XeroFour alternatives
FreshBooks, QuickBooks Online, Wave, Zoho InvoiceThree alternatives
Invoice Ninja, Wave, Zoho InvoiceGPT-6 LunaPageroQuadernoChangedWave, Zoho InvoiceZoho Booksno first choiceagainst: Invoicely
One alternative
Avalara E-InvoicingTwo alternatives
Avalara E-Invoicing, TaxuallyFour alternatives
FreshBooks, QuickBooks Online, Square Invoices, XeroOne alternative
BillitMuse Glimmer 30BBabelwayXeroChangedQuickBooks Online, XeroFacturwiseagainst: Square Invoices, Wave, Zoho Invoiceno first choiceagainst: FreshBooks, Invoice Simple, QuickBooks Online, Square Invoices, Xero invoicing
Two alternatives
Storecove, XeroFour alternatives
Avalara E-Invoicing, FreeAgent, QuickBooks Online, Stripe TaxThree alternatives
FreshBooks, Wave, Zoho InvoiceOne alternative
PageroBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-01 08:51 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:08 | yes | 3 | 9 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:13 | yes | 17 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 07:36 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:54 | yes | 21 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:22 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:10 | yes | 23 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:12 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:07 | no | 0 | 36 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:00 | yes | 15 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:54 | yes | 23 | 106 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:26 | yes | 10 | 17 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:44 | yes | 4 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:22 | yes | 21 | 24 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:39 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:54 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:20 | yes | 15 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 08:00 | yes | 18 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:01 | yes | 20 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:59 | yes | 7 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:01 | yes | 19 | 37 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:40 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:33 | no | 0 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:22 | yes | 15 | 13 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:36 | yes | 14 | 33 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:59 | yes | 5 | 35 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:32 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:05 | yes | 22 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:24 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:04 | yes | 3 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:01 | yes | 17 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 09:04 | yes | 24 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:44 | yes | 18 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:28 | yes | 13 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:23 | yes | 23 | 37 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:21 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:42 | yes | 8 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:34 | yes | 18 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:16 | yes | 24 | 72 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:26 | yes | 15 | 32 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:36 | yes | 7 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:00 | yes | 14 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:47 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:42 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:03 | yes | 16 | 16 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:05 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:33 | yes | 23 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:48 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:01 | yes | 22 | 40 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:30 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:23 | yes | 5 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:56 | yes | 15 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:30 | yes | 24 | 19 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:39 | yes | 14 | 28 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:41 | yes | 3 | 37 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:09 | yes | 13 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:43 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:34 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:04 | yes | 8 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:14 | yes | 20 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:52 | yes | 19 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:42 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:33 | yes | 22 | 59 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:39 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:54 | yes | 5 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:36 | yes | 15 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:04 | yes | 15 | 49 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:33 | no | 0 | 55 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:57 | yes | 3 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:52 | yes | 14 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:35 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:34 | no | 0 | 3 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:31 | yes | 21 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 09:29 | yes | 20 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:56 | yes | 24 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:29 | yes | 12 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:50 | no | 0 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:57 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:22 | yes | 9 | 50 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:49 | yes | 25 | 20 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:47 | yes | 24 | 102 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:23 | yes | 25 | 32 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:46 | yes | 2 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:57 | yes | 23 | 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 (now BILL) read as BILL
ONESOURCE (Thomson Reuters) read as Thomson Reuters ONESOURCE
QuickBooks read as QuickBooks Online
Sovos read as Sovos Compliance Network
Sovos Compliance Cloud read as Sovos Compliance Network
Stripe read as Stripe Invoicing
Unresolved, counted raw
Anna Money
Avalara VAT Returns and Reporting
Babelway
Billin
Bisnode
Bush Business
Cegid
Comply.io
Daisybit
Enlivy
Facturwise
Fiscozen
Giddh
Gotransverse
Green Data Group
Hit-Online (or Banqup)
Hiveage
Holded
Invograb
InvoiceEU
InvoiceOcean
Mercury's free generator
MyFacture
MyInvois (Malaysia’s national e‑invoicing system)
Nubimetrics
Orain
Panaxea
Peppol
Peppolio
SimplyVAT
Sireev
Taxino
VAT Filer
Vertex E‑Invoicing
Voltra
Wafeq
Xero invoicing
Zeppol
Zervant by Shine
peppol.sh
Discontinued, still offered
No shut-down product was recommended here.