Index › Finance › Tax and compliance › Global e-invoicing compl › Enterprise · September 2026 Edition
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. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
39%
Contested · Vertex 15%
39Sovos Compliance Network15Vertex13Pagero33others
39% 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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five products at 0%, ordered by negative rate
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
Avalara E-Invoicing vs InvoicemonkAvalara E-Invoicing vs Sovos Compliance NetworkAvalara E-Invoicing vs Pagero
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.All ten head-to-head pages: the top five products, each against each
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
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Sovos Compliance Network39%
Sovos Compliance Network39%02Vertex15%
Vertex15%03Pagero13%
Pagero13%04Basware7%
Basware7%05Avalara E-Invoicing7%
Avalara E-Invoicing7%06HighRadius0%
HighRadius0%07Tipalti0%
Tipalti0%08Coupa0%
Coupa0%09Tungsten Network0%
Tungsten Network0%10SAP Ariba0%
SAP Ariba0%What they warned about
Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, 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.
Tungsten Network36%
5 of 14 labels negative · 5 of 12 models · 1 hard negative
“Platforms with Notable Red Flags ... Consistent user complaints about system reliability: frequent downtime, timeouts, and performance issues” Kimi K2, negative prompt
SAP Ariba45%
5 of 11 labels negative · 5 of 12 models
“Why cautious? Steep learning curve (76+ reviews), unintuitive/slow UI (58+ reviews), high costs/complexity for non-SAP ecosystems” Grok 4.20, negative prompt
Avalara E-Invoicing26%
5 of 19 labels negative · 4 of 12 models
“customer sentiment is currently low regarding support and pricing transparency, with hidden fees and "bait-and-switch" renewal tactics being common complaints.” Claude Haiku 4.5, paraphrase prompt
Sovos Compliance Network8%
4 of 49 labels negative · 4 of 12 models
“Sovos has faced consistent complaints regarding "clunky" and dated UI compared to newer tools, slow customer support, and billing disputes” GLM 4.7 FlashX, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
67 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. 1066 links across 285 sites, every framing counted. Ranked by the number of answers carrying the site or page.
33 answers · 36 citations · 11 models
vendor site · VAT IT29 answers · 30 citations · 11 models
vendor site · Tungsten Automation28 answers · 29 citations · 10 models
vendor site · Worldmetrics26 answers · 43 citations · 10 models
22 answers · 30 citations · 9 models
vendor site · Avalara21 answers · 32 citations · 10 models
21 answers · 21 citations · 11 models
vendor site · ClearTax21 answers · 21 citations · 12 models
vendor site · Zycus19 answers · 19 citations · 8 models
vendor site · DDD Invoices18 answers · 20 citations · 9 models
17 answers · 19 citations · 7 models
vendor site · Sourceforge17 answers · 17 citations · 9 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.
31 answers · 11 models
29 answers · 11 models
27 answers · 10 models
21 answers · 11 models
19 answers · 12 models
17 answers · 8 models
15 answers · 7 models
14 answers · 8 models
13 answers · 9 models
12 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 39% | 39% | 92 | 3,600 | 220 | 95,951 company | 93 | 4 | |
| Vertex vertexinc.com Vertex 15%, Vertex VAT Compliance 2% | 17% | 190 | 110,000 | 13,807 | 32,080 | $3,975 | 69 | |
| Pagero thomsonreuters.com Pagero 13%, Thomson Reuters ONESOURCE 2% | 15% | 72 | 590 | 5 | 3,055,379 | $313 | 120 | |
| Basware basware.com | 7% | 190 | 2,400 | 43 | 5,271 | 34 | ||
| Avalara avalara.com Avalara E-Invoicing 7% | 7% | 120 | 27,100 | 703 | 2,604,517 company | $21,470 | 108 | |
| Comarch comarch.com | 4% | 25 | 720 | 24 | 6,441 | 24 | 9 | |
| EDICOM edicomgroup.com | 2% | 14 | 480 | 10 | 6,571 | 0 | 1 | |
| ClearTax cleartax.com | 2% | 7 | 2,900 | 60 | 2,108 | 0 | ||
| Fintua fintua.com | 2% | 1 | ||||||
| Avalara VAT & Compliance | 2% |
Google's top ten for the three searches hold 23 sites; 1 of them are among the sites the models cited here (vatit.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 4.5ClearTaxVertexChangedagainst: Avalara E-InvoicingSovos Compliance NetworkComarchno first choicenothing named
Four alternatives
Basware, Mindsprint SprintAP, Pagero, SAP AribaTwo alternatives
Comply, TaxuallyFour alternatives
Avalara E-Invoicing, Basware, Pagero, SAP AribaThree alternatives
Basware, HighRadius, Sovos Compliance NetworkGPT-5.4 miniSovos Compliance NetworkVertex VAT ComplianceChangedno first choicePagerono first choicenothing named
Five alternatives
EDICOM, OpenText Trading Grid e-Invoicing, Pagero, Thomson Reuters ONESOURCE, VertexThree alternatives
Avalara VAT Returns & Reporting, Sovos Compliance Network, Thomson Reuters ONESOURCEEight alternatives
Basware, Coupa, EDICOM, OpenText Trading Grid e-Invoicing, Pagero, SAP Ariba / SAP Document and Reporting Compliance, Tradeshift, Tungsten NetworkOne alternative
SAP Business NetworkGemini 3.5 FlashSovos Compliance NetworkSovos Compliance NetworkHeldPagero, Sovos Compliance NetworkAvalara E-Invoicingno first choiceagainst: FreshBooks, QuickBooks Online, SAP Ariba, Tungsten Network, Wave, Zoho Invoice
Five alternatives
Avalara E-Invoicing, Comarch, EDICOM, Pagero, SAP Document & Reporting ComplianceThree alternatives
Avalara E-Invoicing, Thomson Reuters ONESOURCE, VertexFour alternatives
Basware, ClearTax, Coupa, SAP Ariba / SAP Document and Reporting ComplianceThree alternatives
Basware, Pagero, YoozPerplexity SonarPageroVertexChangedClearTax, Pagero, Sovos Compliance Networkagainst: Avalara E-InvoicingSovos Compliance Networkno first choiceagainst: Basware, Pagero, Square Invoices, Tungsten Network, Xero
Two alternatives
Sovos Compliance Network, VertexTwo alternatives
Pagero, Sovos Compliance NetworkFive alternatives
Basware, HighRadius, SAP Document & Reporting Compliance, Tipalti, Tungsten NetworkOne alternative
PageroGrok 4.20Sovos Compliance NetworkVertexChangedagainst: Avalara E-Invoicing, Stripe Tax, TaxamoHighRadiusComarchagainst: BILLno first choiceagainst: ClearTax, Coupa, GEP SMART, Invoicely, Ivalua, SAP Ariba, Sovos Compliance Network
Two alternatives
Basware, PageroTwo alternatives
Sovos Compliance Network, Thomson Reuters ONESOURCESix alternatives
Avalara E-Invoicing, Basware, Esker, Pagero, Sovos Compliance Network, Tungsten NetworkFour alternatives
Basware, Esker, Pagero, Sovos Compliance NetworkMistral SmallBasware, Sovos Compliance NetworkSovos Compliance Network, VertexChangedOracle Fusion Cloud ERP, SAP S/4HANAagainst: Tungsten NetworkAvalara E-Invoicing, eConnectno first choiceagainst: Sovos Compliance Network
Two alternatives
Pagero, eeziOne alternative
FintuaFive alternatives
Basware, HighRadius, Pagero, Sovos Compliance Network, TipaltiTwo alternatives
HighRadius, PageroDeepSeek V4 FlashSovos Compliance NetworkVertexChangedagainst: Avalara E-InvoicingSovos Compliance Networkagainst: SAP AribaPageroagainst: Avalara E-Invoicing, Pruviono first choiceagainst: FreshBooks, QuickBooks Online, Wave, Zoho Invoice
Three alternatives
Pagero, SAP Business Network, eeziTwo alternatives
Sovos Compliance Network, Thomson Reuters ONESOURCESix alternatives
Avalara E-Invoicing, Basware, Pagero, Tradeshift, Tungsten Network, VertexFour alternatives
Coupa, Ivalua, SAP Document & Reporting Compliance, Sovos Compliance NetworkLlama 4 Maverickno first choiceFintua, Sovos Compliance Network, VertexChangedClearTaxSovos Compliance Networkno first choiceagainst: Basware, Pagero, Sovos Compliance Network, Tungsten Network
Qwen 3.7 FlashSovos Compliance NetworkSovos Compliance NetworkHeldno first choicePagero, Sovos Compliance Networkagainst: Docuflair, QuickBooks Online, SAP Ariba, Zohono first choiceagainst: FreshBooks, QuickBooks Online, Wave
Three alternatives
APSentra, HighRadius, PageroFour alternatives
Avalara E-Invoicing, Thomson Reuters ONESOURCE, Vertex, Wolters KluwerTwo alternatives
Medius, e-invoice.beKimi K2Basware, Pagero, Sovos Compliance NetworkThomson Reuters ONESOURCE, VertexChangedBasware, Sovos Compliance NetworkBaswareagainst: Coupa, Pagero, SAP Aribano first choiceagainst: Basware, Stripe Invoicing, Tungsten Network
Three alternatives
Tungsten Network, VAT IT eezi, VertexTwo alternatives
Avalara E-Invoicing, Sovos Compliance NetworkThree alternatives
Coupa, Pagero, SAP AribaThree alternatives
Comarch, HighRadius, Sovos Compliance NetworkGLM 4.7 FlashXEDICOM, Sovos Compliance NetworkSovos Compliance NetworkChangedagainst: Odoo Tax, Tradeshift Tax ComplianceSAP AribaAvalara E-Invoicingno first choiceagainst: ClearTax, Esker, Sovos Compliance Network
Five alternatives
Basware, HighRadius, Infinite IT Solutions, Medius, TipaltiTwo alternatives
Avalara E-Invoicing, VertexFour alternatives
Coupa, GEP SMART, Ivalua, TipaltiTwo alternatives
Pagero, Sovos Compliance NetworkMiniMax M2.5Pagero, Sovos Compliance NetworkAvalara VAT & Compliance, Sovos Compliance NetworkChangedno first choiceno first choiceno first choicenothing named
Two alternatives
HighRadius, MediusOne alternative
FonoaBold 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.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:30 | yes | 10 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:53 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:09 | yes | 12 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 18:12 | yes | 18 | 9 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:12 | yes | 37 | 16 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:34 | yes | 8 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:02 | yes | 21 | 60 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:38 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:28 | yes | 12 | 44 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:59 | yes | 13 | 52 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:46 | yes | 13 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:14 | yes | 9 | 36 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:22 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:55 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:18 | yes | 10 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 20:27 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:24 | yes | 32 | 16 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:02 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:55 | yes | 19 | 16 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:31 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:10 | no | 0 | 35 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:09 | yes | 10 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:18 | yes | 15 | 72 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:06 | yes | 17 | 32 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:28 | yes | 15 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:05 | yes | 11 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 20:07 | yes | 9 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:40 | yes | 19 | 11 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:16 | yes | 37 | 19 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:14 | yes | 19 | 18 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:23 | yes | 23 | 32 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:17 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:37 | yes | 10 | 24 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:36 | yes | 18 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:42 | yes | 28 | 58 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:04 | yes | 25 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 21:00 | yes | 9 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:17 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:18 | yes | 17 | 59 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 18:19 | yes | 20 | 7 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:26 | yes | 23 | 15 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:39 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 19:07 | yes | 27 | 67 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:35 | yes | 7 | 11 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:04 | yes | 20 | 71 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:04 | yes | 28 | 42 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:13 | yes | 15 | 114 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:05 | no | 0 | 59 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:27 | yes | 27 | 15 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:03 | yes | 0 | 15 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:07 | yes | 12 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 18:16 | yes | 20 | 12 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:19 | yes | 20 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:51 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:20 | yes | 18 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:15 | yes | 5 | 6 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:46 | no | 0 | 37 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:02 | yes | 12 | 36 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:17 | yes | 20 | 95 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:49 | yes | 9 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:03 | yes | 25 | 14 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:44 | yes | 4 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:20 | yes | 19 | 56 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 20:58 | yes | 20 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:32 | yes | 35 | 21 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:21 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:48 | yes | 29 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:59 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:06 | yes | 10 | 49 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:41 | yes | 29 | 39 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:53 | yes | 28 | 36 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:28 | yes | 13 | 24 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Avalara read as Avalara E-Invoicing
Avalara (Avalara AvaTax for Enterprise) read as Avalara E-Invoicing
Avalara (an Intuit company) read as Avalara E-Invoicing
Avalara E-Invoicing and Live Reporting (ELR) read as Avalara E-Invoicing
Axway read as Axway eInvoicing
Bill.com read as BILL
Bill.com (AP/AR automation) read as BILL
GEP (formerly GEP SMART) read as GEP SMART
OpenText read as OpenText Trading Grid e-Invoicing
Oracle Cloud ERP (with Collaboration Messaging Framework – CMK) read as Oracle Fusion Cloud ERP
QuickBooks read as QuickBooks Online
QuickBooks Enterprise read as QuickBooks Online
SAP Ariba / SAP Business Network read as SAP Business Network
SAP Document and Reporting Compliance (SAP DRC) read as SAP Document & Reporting Compliance
SAP Document and Reporting Compliance / SAP AP read as SAP Document & Reporting Compliance
Sovos read as Sovos Compliance Network
Sovos (Compliance Cloud E-Invoicing) read as Sovos Compliance Network
Sovos (Sovos Intelligent Compliance) read as Sovos Compliance Network
Sovos (formerly Thomson Reuters ONE Source) read as Sovos Compliance Network
Sovos Compliance / Sovos E-Invoicing read as Sovos Compliance Network
Sovos Compliance Cloud read as Sovos Compliance Network
Sovos e‑Invoice & VAT Compliance read as Sovos Compliance Network
Thomson Reuters ONESOURCE e-invoicing / Pagero read as Pagero
Tungsten (Kofax) read as Tungsten Network
Tungsten Automation read as Tungsten Network
Tungsten Automation (Kofax) read as Tungsten Network
Tungsten Automation (Tungsten Network) read as Tungsten Network
Tungsten Automation (formerly Tungsten Network) read as Tungsten Network
VAT IT read as VAT IT eezi
VAT IT (eezi) read as VAT IT eezi
Wave Accounting read as Wave
Unresolved, counted raw
Avalara VAT & Compliance
Avalara VAT Returns & Reporting
CLARC Infinity
Coupa Procure‑to‑Pay (e‑invoice)
Docuflair
EDI Link / EDI Network Providers
Infinite IT Solutions
Invoicedge
Invoicetrack (Springtime Technologies)
Nexbal
Odoo Tax
Oracle Transactional Cloud
Pruvio
Raindrop Systems
Scentry
Sedna
Tradeshift Tax Compliance
True Commerce
Vertisys
eConnect
Discontinued, still offered
No shut-down product was recommended here.