Global e-invoicing compliance for enterprise buyers
Asked as “e-invoicing compliance platform”, and as “VAT compliance software”, on behalf of an enterprise B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
25%
Contested · Avalara E-Invoicing 22%
25Sovos Compliance Network22Avalara E-Invoicing18Pagero35others
25% of first choices, contested.
Since September 2026▼−14Since September 2026: 39% → 25%, −14 points. Past the 10-point floor: movement. Read over the models both editions asked.Sovos Compliance Network held the lead, −14 points on 39%, 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.Standing →Mid-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.This page
Xero20%Contested↗new leaderNew leader since September 2026: Xero (20%) replaces Invoicemonk (28% then, 5% now), 16 points clear, past the 10-point floor.Standing →Mid-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.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Sovos Compliance Network25%15%48accepted challenger▼−14Since September 2026: 39% → 25%, −14 points. Past the 10-point floor: movement. Read over the models both editions asked.39% → 25%
Sovos Compliance Network25%15%48accepted challenger▼−14Since September 2026: 39% → 25%, −14 points. Past the 10-point floor: movement. Read over the models both editions asked.39% → 25%02Avalara E-Invoicing22%6%35accepted challenger▲+16Since September 2026: 7% → 23%, +16 points. Past the 10-point floor: movement. Read over the models both editions asked.7% → 23%
Avalara E-Invoicing22%6%35accepted challenger▲+16Since September 2026: 7% → 23%, +16 points. Past the 10-point floor: movement. Read over the models both editions asked.7% → 23%03
Pagero18%8%39accepted challenger▲+2Since September 2026: 13% → 15%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.13% → 15%
Pagero18%8%39accepted challenger▲+2Since September 2026: 13% → 15%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.13% → 15%04
Vertex15%5%22accepted challenger▼−1Since September 2026: 15% → 15%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.15% → 15%
Vertex15%5%22accepted challenger▼−1Since September 2026: 15% → 15%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.15% → 15%05
Basware4%6%33accepted challenger▼−2Since September 2026: 7% → 4%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.7% → 4%
Basware4%6%33accepted challenger▼−2Since September 2026: 7% → 4%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.7% → 4%06
Thomson Reuters ONESOURCE2%0%10accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.2% → 2%
Thomson Reuters ONESOURCE2%0%10accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.2% → 2%07
SAP Ariba2%27%22criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%
SAP Ariba2%27%22criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%Show the two products at 0%, ordered by negative rate
09
Tungsten Network0%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%
Tungsten Network0%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
Coupa0%19%16accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
Coupa0%19%16accepted 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 →
010203040506070809Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Sovos Compliance Network25%
Sovos Compliance Network25%02Avalara E-Invoicing22%
Avalara E-Invoicing22%03Pagero18%
Pagero18%04Vertex15%
Vertex15%05Basware4%
Basware4%06Thomson Reuters ONESOURCE2%
Thomson Reuters ONESOURCE2%07SAP Ariba2%
SAP Ariba2%08Coupa0%
Coupa0%09Tungsten Network0%
Tungsten 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 4.1 Fast, Mistral Small, 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.
SAP Ariba27%
6 of 22 labels negative · 6 of 14 models · 1 hard negative
“4. SAP Ariba — only if you're not a SAP-centric organization” DeepSeek V4 Flash, negative prompt
Sovos Compliance Network15%
7 of 48 labels negative · 6 of 14 models · 1 hard negative
“The platforms to be most cautious about for large enterprise e-invoicing are: 1. Sovos — support, billing, and implementation track record” DeepSeek V4 Flash, negative prompt
QuickBooks Online86%
6 of 7 labels negative · 5 of 14 models · 5 hard negative
“Basic/low-end tools (e.g., generic QuickBooks invoicing extensions or Zoho Invoice): No robust support for mandated formats” Grok 4.1 Fast, negative prompt
Square Invoices100%
5 of 5 labels negative · 5 of 14 models · 4 hard negative
“Small-business invoicing tools** like Square Invoices, PayPal-style invoicing, and similar lightweight products, which are described as better suited to freelancers” Perplexity Sonar, 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
80 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. 1173 links across 291 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.
35 answers · 38 citations · 11 models
vendor site · Sourceforge27 answers · 33 citations · 10 models
vendor site · Tungsten Automation27 answers · 29 citations · 13 models
vendor site · Avalara24 answers · 48 citations · 10 models
vendor site · Worldmetrics21 answers · 31 citations · 10 models
21 answers · 29 citations · 10 models
vendor site · ClearTax21 answers · 23 citations · 10 models
vendor site · Comarch21 answers · 22 citations · 11 models
vendor site · OpenText18 answers · 29 citations · 9 models
vendor site · HighRadius18 answers · 22 citations · 9 models
18 answers · 18 citations · 11 models
vendor site · Sovos17 answers · 27 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.
33 answers · 11 models
24 answers · 11 models
18 answers · 11 models
17 answers · 9 models
15 answers · 9 models
13 answers · 6 models
13 answers · 8 models
13 answers · 9 models
12 answers · 8 models
11 answers · 7 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 |
|---|---|---|---|---|---|---|---|---|
| Sovos sovos.com Sovos Compliance Network 25% | 25% | 98 | 3,600 | 220 | 95,951 company | 93 | 4 | |
| Avalara avalara.com Avalara E-Invoicing 22%, Avalara AvaTax 0% | 22% | 193 | 27,100 | 703 | 2,604,517 company | $21,470 | 108 | |
| Pagero thomsonreuters.com Pagero 18%, Thomson Reuters ONESOURCE 2% | 20% | 92 | 590 | 5 | 3,055,379 | $313 | 120 | |
| Vertex vertexinc.com | 15% | 226 | 110,000 | 13,807 | 32,080 | $3,975 | 69 | |
| Basware basware.com | 4% | 145 | 2,400 | 43 | 5,271 | 34 | ||
| Comarch comarch.com | 4% | 15 | 720 | 24 | 6,441 | 24 | 9 | |
| SAP Ariba sap.com SAP Document & Reporting Compliance 2%, SAP Ariba 2% | 4% | 519 | 8,100 | 554 | 2,214,514 | $1,251 | 23 | |
| ClearTax cleartax.com | 2% | 10 | 2,900 | 60 | 2,108 | 0 | ||
| Tipalti tipalti.com | 2% | 517 | 18,100 | 381 | 213,652 | $83,363 | 120 | |
| Commenda commenda.io | 2% | 110 | 390 | 5 | 569,684 | $5,224 | 0 |
Google's top ten for the three searches hold 23 sites; 2 of them are among the sites the models cited here (comarch.com, sovos.com). 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 an enterprise B2B company?”Paraphrase“Which VAT compliance software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade e-invoicing platforms and how do they differ?”Budget-constrained“What is the best e-invoicing compliance platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an e-invoicing compliance platform. What should we look at?”Negative“Which e-invoicing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5ClearTax, Sovos Compliance NetworkAvalara E-Invoicing, VertexChangedno first choiceAvalara E-Invoicingno first choiceagainst: KSeF
Two alternatives
Basware, PageroOne alternative
Sovos Compliance NetworkThree alternatives
Basware, Comarch, SAP AribaGPT-5.4 miniSAP Ariba, SAP Document & Reporting ComplianceAvalara E-InvoicingChangedSAP Business Network, SAP Document & Reporting ComplianceAvalara E-Invoicingagainst: Oracle Hyperion, PolicyCono first choicenothing named
Three alternatives
Avalara E-Invoicing, Pagero, Tungsten NetworkTwo alternatives
Thomson Reuters ONESOURCE Indirect Compliance, VertexThree alternatives
Coupa, Oracle Fusion Cloud ERP, TradeshiftGemini 3.5 FlashPageroVertexChangedPageroPagerono first choiceagainst: Ariba, Coupa, FreshBooks, GEP SMART, QuickBooks Online, SAP Business Network, Tungsten Network, Wave, Zoho Invoice, Zycus
Four alternatives
Basware, EDICOM, SAP Document & Reporting Compliance, Sovos Compliance NetworkThree alternatives
Avalara E-Invoicing, Sovos Compliance Network, Thomson Reuters ONESOURCESix alternatives
Basware, Coupa, EDICOM, SAP Ariba, Sovos Compliance Network, Tungsten NetworkThree alternatives
EDICOM, SAP Document & Reporting Compliance, Sovos Compliance NetworkPerplexity SonarSovos Compliance NetworkVertexChangedno first choiceComarchagainst: Sovos Compliance Networkno first choiceagainst: BILL, PayPal-style invoicing, Square Invoices
Six alternatives
Basware, Comarch, EDICOM, IBM Sterling, OpenText, PageroThree alternatives
Avalara E-Invoicing, Sovos Compliance Network, Thomson Reuters ONESOURCETwo alternatives
OpenText, PageroGrok 4.1 Fastno first choiceSovos Compliance Network, VertexChangedBasware, Pagero, Sovos Compliance NetworkPageroagainst: AvidXchange, BILL, Tipalti, Yoozno first choiceagainst: QuickBooks Online, SAP Ariba, Sovos Compliance Network, Square Invoices, Tungsten Network, Zoho Invoice
Five alternatives
Coupa, Esker, Invopop, Pagero, Sovos Compliance NetworkTwo alternatives
Avalara E-Invoicing, Thomson Reuters ONESOURCEFour alternatives
Avalara E-Invoicing, Coupa, Oracle NetSuite, SAP AribaFour alternatives
Basware, Sovos Compliance Network, Tradeshift, Tungsten NetworkMistral SmallSovos Compliance NetworkCommendaChangedBaswarePagero, Sovos Compliance Networkno first choiceagainst: Coupa, GEP SMART, Ivalua, SAP Ariba, Square Invoices
Two alternatives
Pagero, Tungsten NetworkTwo alternatives
Avalara AvaTax, LappaFour alternatives
Invopop, Oracle NetSuite, SAP Ariba, Tungsten NetworkOne alternative
Avalara E-InvoicingDeepSeek V4 FlashSovos Compliance Networkagainst: Avalara E-InvoicingSovos Compliance NetworkHeldPagero, Sovos Compliance Networkagainst: FreshBooks, QuickBooks Online, SAP Business Network, Zoho InvoiceAvalara E-Invoicingagainst: Basware, Sovos Compliance Networkno first choiceagainst: Avalara E-Invoicing, Basware, FreshBooks, SAP Ariba, Sovos Compliance Network, Square Invoices, Tungsten Network, Vertex, Wave, Xero, Zoho Invoice
Three alternatives
Basware, Pagero, VertexThree alternatives
Avalara E-Invoicing, Thomson Reuters ONESOURCE, VertexTwo alternatives
Avalara E-Invoicing, BaswareOne alternative
PageroLlama 4 MaverickPagero, Sovos Compliance NetworkVertexChangedno first choicePagero, Sovos Compliance Networkno first choicenothing named
Two alternatives
Medius, Mindsprint SprintAPTwo alternatives
Avalara E-Invoicing, Fintua - ComplyTwo alternatives
Medius, Mindsprint SprintAPQwen 3.7 FlashSovos Compliance NetworkAvalara E-InvoicingChangedagainst: QuickBooks Online, XeroBaswareAvalara E-Invoicingagainst: Pagero, Sovos Compliance Network, Zycusno first choiceagainst: FreshBooks, Oracle, QuickBooks Online, SAP, Sage, Xero
Two alternatives
SAP Business Network, Tungsten NetworkTwo alternatives
Sovos Suite, VertexFour alternatives
Coupa, Oracle Fusion, Oracle NetSuite, SAP AribaKimi K2Pagero, Sovos Compliance NetworkThomson Reuters ONESOURCE, VertexChangedBasware, Sovos Compliance NetworkAvalara E-Invoicingagainst: Coupa, Pagero, SAP Ariba, Sovos Compliance Networkno first choiceagainst: Contour, Marco Polo Network, TradeLens, we.trade
Four alternatives
Basware, Tradeshift, Tungsten Network, VertexTwo alternatives
Avalara AvaTax, Sovos Indirect Tax SuiteSix alternatives
Avalara E-Invoicing, Coupa, Pagero, SAP Ariba, Tradeshift, Tungsten NetworkOne alternative
BaswareGLM 4.7 FlashXBaswareAvalara E-Invoicing, Sovos Compliance NetworkChangedBasware, Mediusagainst: Tungsten NetworkTipalti, Yoozagainst: Pagero, Sovos Compliance Networkno first choiceagainst: Oracle, Oracle NetSuite, SAP
Three alternatives
EDICOM, Pagero, Sovos Compliance NetworkOne alternative
FintuaSeven alternatives
AvidXchange, BILL, Comarch, Invopop, Lovat, SAP Concur, VertexOne alternative
BaswareMiniMax M2.5Avalara E-Invoicing, BaswareVertexChangedMediusagainst: SAP Ariba, SAP ConcurAvalara E-Invoicing, Comarchno first choicenothing named
Five alternatives
Comarch, Descartes, SAP Concur, SAP S/4HANA, TrueCommerceThree alternatives
Avalara E-Invoicing, Oracle Tax Management, SAP Tax ManagementFive alternatives
Avalara E-Invoicing, Basware, Coupa, Pagero, Sovos Compliance NetworkTwo alternatives
SAP Ariba, VertexGPT-6 LunaPageroVertexChangedPagero, Sovos Compliance NetworkPagerono first choiceagainst: SAP Ariba
Two alternatives
SAP Document & Reporting Compliance, Sovos Compliance NetworkThree alternatives
SAP Document & Reporting Compliance, Sovos Compliance Network, Thomson Reuters ONESOURCEFive alternatives
Basware, Comarch, EDICOM, OpenText Business Network / Trading Grid e-Invoicing, SAP Document & Reporting ComplianceOne alternative
Sovos Compliance NetworkMuse Glimmer 30BPagero, Sovos Compliance NetworkSovos Compliance NetworkChangedBaswareAvalara E-Invoicingno first choiceagainst: FreshBooks, QuickBooks Online, Square Invoices, Wave, Xero, Zoho Invoice
Two alternatives
Basware, SAP Document & Reporting ComplianceThree alternatives
Avalara AvaTax, Thomson Reuters ONESOURCE, VertexFive alternatives
Coupa, OpenText Trading Grid, Pagero, SAP Ariba, Sovos Compliance NetworkThree alternatives
Comarch, Pagero, Sovos Compliance NetworkBold 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 08:37 | yes | 16 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:38 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:39 | yes | 21 | 33 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 10:21 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:17 | yes | 21 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:23 | yes | 17 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:15 | yes | 24 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:15 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:00 | yes | 5 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:19 | yes | 10 | 12 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:22 | yes | 23 | 78 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:07 | yes | 8 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:26 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:33 | yes | 14 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:01 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:08 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:46 | yes | 13 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 08:06 | yes | 17 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:27 | yes | 17 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:49 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:17 | yes | 23 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:56 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:01 | no | 0 | 35 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:43 | yes | 19 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:17 | yes | 21 | 101 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:47 | yes | 13 | 26 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:07 | yes | 4 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:41 | yes | 14 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:26 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:36 | yes | 6 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:12 | yes | 17 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:31 | yes | 20 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:43 | yes | 22 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:02 | yes | 25 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:41 | yes | 21 | 57 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:27 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:21 | yes | 13 | 31 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:38 | yes | 19 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:18 | yes | 25 | 115 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:38 | yes | 12 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:08 | yes | 8 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:33 | yes | 21 | 60 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:52 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:26 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:30 | yes | 14 | 32 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:59 | yes | 24 | 5 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:24 | yes | 22 | 14 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:09 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:32 | yes | 20 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:08 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:57 | yes | 14 | 69 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:21 | yes | 22 | 34 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:48 | yes | 25 | 44 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:01 | yes | 22 | 73 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:12 | yes | 3 | 20 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:32 | yes | 15 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:54 | yes | 18 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:35 | yes | 3 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:38 | yes | 8 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:36 | yes | 20 | 8 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:44 | yes | 19 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:26 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:56 | yes | 22 | 60 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:03 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:57 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:05 | yes | 15 | 18 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:58 | yes | 24 | 35 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:55 | yes | 10 | 18 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:32 | yes | 3 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:14 | yes | 15 | 31 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:53 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:40 | yes | 2 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:55 | yes | 22 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:41 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:39 | yes | 22 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:39 | yes | 14 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:22 | yes | 22 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:15 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:25 | no | 0 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:35 | yes | 25 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:54 | yes | 22 | 93 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:32 | yes | 24 | 36 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:51 | yes | 3 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:48 | yes | 25 | 36 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 (AvaTax) read as Avalara E-Invoicing
Avalara (Avalara for Enterprise) read as Avalara E-Invoicing
Avalara (E-Invoicing and Live Reporting) read as Avalara E-Invoicing
Avalara E-Invoicing and Live Reporting read as Avalara E-Invoicing
Avalara E‑Invoicing and Live Reporting read as Avalara E-Invoicing
NetSuite read as Oracle NetSuite
Oracle NetSuite E-Invoicing read as Oracle NetSuite
QuickBooks read as QuickBooks Online
SAP Ariba / SAP Business Network read as SAP Business Network
SAP Document and Reporting Compliance read as SAP Document & Reporting Compliance
SAP Document and Reporting Compliance (DRC) read as SAP Document & Reporting Compliance
Sovos read as Sovos Compliance Network
Sovos (Indirect Tax Suite) read as Sovos Compliance Network
Sovos Compliance Cloud read as Sovos Compliance Network
Thomson Reuters read as Thomson Reuters ONESOURCE
Tungsten read as Tungsten Network
Tungsten Automation read as Tungsten Network
Tungsten Automation (Coupa) read as Tungsten Network
Tungsten Automation (InvoiceAgility+) read as Tungsten Network
Tungsten Automation (Kofax) read as Tungsten Network
Tungsten Automation (ex-Kofax) read as Tungsten Network
Tungsten Automation (formerly Kofax) read as Tungsten Network
Unresolved, counted raw
B Invoice
Cegyn
Contour
Corplay
Fintua - Comply
Fintua eInvoice
IBM Sterling
KSeF
Marco Polo Network
OpenText Business Network / Trading Grid e-Invoicing
OpenText Trading Grid
OpenText Trading Grid / Pagero (Thomson Reuters ONESOURCE)
Oracle Tax Management
PayPal-style invoicing
PolicyCo
SAP Tax Management
Sovos Indirect Tax Suite
Sovos Suite
Thomson Reuters ONESOURCE Indirect Compliance
Thomson Reuters Pagero
TradeLens
VAT IT eezi
we.trade
Discontinued, still offered
No shut-down product was recommended here.