EDI platforms for enterprise buyers
Asked as “EDI platform”, and as “electronic data interchange software”, on behalf of an enterprise B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each. Added to the September 2026 Edition; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
40%
Contested · Orderful 14%
40Cleo Integration Cloud14Orderful12IBM Sterling B2B Integrator34others
40% 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 three 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.
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
02I03
04
05I06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Cleo Integration Cloud40%
Cleo Integration Cloud40%02Orderful14%
Orderful14%03IBM Sterling B2B Integrator12%
04Boomi B2B/EDI Management4%
Boomi B2B/EDI Management4%05OpenText Trading Grid4%
OpenText Trading Grid4%06IBM Sterling4%
07TrueCommerce EDI0%
TrueCommerce EDI0%08MuleSoft Anypoint Platform0%
MuleSoft Anypoint Platform0%09SPS Commerce0%
SPS Commerce0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, 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.
SPS Commerce37%
13 of 35 labels negative · 10 of 12 models · 4 hard negative
“**Avoid** if you are a large enterprise with complex, high-volume, or multi-industry requirements.” DeepSeek V4 Flash, negative prompt
OpenText Trading Grid24%
9 of 38 labels negative · 7 of 12 models · 3 hard negative
“Specific Platforms to Avoid or Be Cautious About: OpenText (GXS): OpenText is often associated with long onboarding cycles, lengthy implementation timelines” Claude Haiku 4.5, negative prompt
TrueCommerce EDI25%
8 of 32 labels negative · 7 of 12 models · 1 hard negative
“Multiple users call it "not enterprise grade"” GLM 4.7 FlashX, negative prompt
Axway B2B Integration62%
5 of 8 labels negative · 5 of 12 models · 1 hard negative
“large enterprises should be cautious about or avoid the following EDI platforms ... **1. Axway B2B Integration**” Mistral Small, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the twelve in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
81 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 1195 links across 229 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Cleo66 answers · 203 citations · 14 models
vendor site · Jitterbit47 answers · 54 citations · 12 models
vendor site · G240 answers · 71 citations · 13 models
vendor site · Orderful38 answers · 81 citations · 12 models
27 answers · 51 citations · 11 models
vendor site · G221 answers · 21 citations · 9 models
vendor site · SFTP To Go18 answers · 18 citations · 8 models
18 answers · 18 citations · 10 models
17 answers · 20 citations · 8 models
vendor site · TrueCommerce17 answers · 20 citations · 11 models
17 answers · 19 citations · 8 models
vendor site · FitGap15 answers · 22 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.
44 answers · 12 models
40 answers · 13 models
33 answers · 12 models
31 answers · 12 models
29 answers · 11 models
21 answers · 9 models
21 answers · 10 models
19 answers · 10 models
17 answers · 10 models
14 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 edi platform”, “edi platform”, “edi 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 |
|---|---|---|---|---|---|---|---|---|
| Cleo Integration Cloud cleo.com | 40% | 182 | 170 | 1 | 63,575 | 41 | 4 | |
| IBM parent site IBM Sterling B2B Integrator 12%, IBM Sterling B2B Integration 6%, IBM Sterling 4%, IBM Sterling B2B Integration SaaS 4% | 26% | 36 | 201,000 | 34,098 | ||||
| Orderful orderful.com | 14% | 112 | 1,300 | 2,217,331 | 38,857 | $4,233 | 120 | 9 |
| Boomi B2B/EDI Management boomi.com | 4% | 44 | 0 | 19,837 | $22,810 | 120 | ||
| OpenText parent site OpenText Trading Grid 4% | 4% | 55 | 14,800 | 1,286 | ||||
| iEDI iedi.com iEDI 2%, iEDI.com 2% | 4% | 2 | ||||||
| Jitterbit EDI jitterbit.com | 2% | 21 | 10 | 0 | 4,728 | $1,468 | 120 | |
| Babelway babelway.com | 2% | 8 | ||||||
| Boomi Enterprise Platform | 2% | |||||||
| SignalEDI signaledi.com | 2% | 2 |
Google's top ten for the three searches hold 21 sites; 6 of them are among the sites the models cited here (cleo.com, g2.com, linkedin.com, orderful.com, sftptogo.com, truecommerce.com). The first result for “best edi platform” is blogs.opentext.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 EDI platform for an enterprise B2B company?”Paraphrase“Which electronic data interchange software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade EDI platforms and how do they differ?”Budget-constrained“What is the best EDI 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 a EDI platform. What should we look at?”Negative“Which EDI platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Cleo Integration CloudIBM Sterling B2B IntegratorChangedno first choiceOrderfulagainst: IBM Sterlingno first choiceagainst: OpenText Trading Grid, SPS Commerce, TrueCommerce EDI
Five alternatives
Celigo Integrator.io, IBM Sterling, MuleSoft Anypoint Platform, Orderful, TrueCommerce EDITwo alternatives
Cleo Integration Cloud, OpenText Trading GridOne alternative
FoundationalGPT-5.4 miniCleo Integration CloudIBM Sterling B2B IntegrationChangedCleo Integration CloudOpenText Trading Gridagainst: SPS Commerceno first choiceagainst: Blue Yonder Platform, Oracle Integration Cloud, SPS Commerce Fulfillment EDI, TrueCommerce EDI
Three alternatives
IBM Sterling, SPS Commerce, TrueCommerce EDIThree alternatives
Boomi Integration, OpenText B2B Integration Foundation / OpenText B2B Integration Enterprise, Oracle B2B / Oracle Integration CloudSix alternatives
Boomi B2B/EDI Management, IBM Sterling, OpenText B2B Integration / Trading Grid, SAP Business Network / SAP EDI tooling, SPS Commerce, TrueCommerce EDIOne alternative
Cleo Integration CloudGemini 3.5 FlashCleo Integration Cloudagainst: VANCleo Integration CloudHeldno first choiceBoomi Enterprise Platformagainst: SPS Commerce, TrueCommerce EDIno first choiceagainst: OpenText Trading Grid, SPS Commerce, TrueCommerce EDI
Five alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, Orderful, SPS Commerce, TrueCommerce EDIFive alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, OpenText Trading Grid, SPS CommerceSix alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, OpenText Trading Grid, SPS CommerceFour alternatives
Cleo Integration Cloud, Cleo Web EDI & Supplier Portal, JSCAPE MFT Server, OrderfulPerplexity SonarCleo Integration CloudIBM Sterling B2B Integrator, OpenText Trading GridChangedno first choiceagainst: OpenText EDI/B2BBabelwayagainst: IBM Sterling, OpenText Trading Gridno first choiceagainst: IBM Sterling, OpenText Trading Grid, SPS Commerce
Four alternatives
Axway B2B Integration, Boomi B2B/EDI Management, IBM Sterling B2B Integrator, MuleSoft Anypoint PlatformTwo alternatives
Axway B2B Integration, MuleSoft Anypoint PlatformOne alternative
Cleo Integration CloudGrok 4.1 FastCleo Integration Cloudagainst: IBM Sterling B2B IntegratorCleo Integration CloudHeldno first choiceIBM Sterling B2B Integration SaaSagainst: SPS Commerceno first choiceagainst: 1 EDI Source, Axway B2B Integration, SPS Commerce, TrueCommerce EDI
Three alternatives
Axway B2Bi, SPS Commerce, TrueCommerce EDITwo alternatives
SPS Commerce, TrueCommerce EDIFour alternatives
Cleo Integration Cloud, OpenText Trading Grid, Orderful, TrueCommerce EDIMistral SmallCleo Integration Cloud, IBM Sterling B2B IntegratorCleo Integration CloudChangedIBM Sterling B2B IntegratorOrderfulno first choiceagainst: Axway B2B Integration
One alternative
E2openThree alternatives
Jitterbit EDI, Orderful, XEDIThree alternatives
Cleo Integration Cloud, Jitterbit EDI, MuleSoft Anypoint PlatformDeepSeek V4 FlashCleo Integration CloudCleo Integration CloudHeldCleo Integration Cloud, IBM Sterling B2B IntegratorOrderfulagainst: OpenText Trading Grid, SPS Commerce, TrueCommerce EDIno first choiceagainst: Axway B2B Integration, EDI HQ, GXS/TIBCO legacy, IBM B2B Integrator, IBM Sterling, OpenText Trading Grid, SPS Commerce, Seeburger
Five alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, OpenText Trading Grid, Orderful, TrueCommerce EDIThree alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integration, OpenText Trading GridSix alternatives
Boomi B2B/EDI Management, OpenText Trading Grid, Orderful, SEEBURGER Business Integration Suite, Stedi, TrueCommerce EDIOne alternative
Cleo Integration CloudLlama 4 MaverickCleo Integration Cloudno first choiceChangedno first choiceJitterbit EDI, Orderfulno first choicenothing named
One alternative
Axway B2BiQwen 3.7 FlashCleo Integration CloudIBM Sterling B2B IntegratorChangedIBM Sterling B2B IntegratorSignalEDIagainst: Traditional EDIno first choiceagainst: 1 EDI Source, Axway B2B Integration, IBM Sterling B2B Integrator, OpenText Trading Grid
Four alternatives
Celigo Integrator.io, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, SAP BTPTwo alternatives
Boomi B2B/EDI Management, Cleo Integration CloudFour alternatives
Boomi B2B/EDI Management, Oracle GTOWS, Redcat Software, SpiffyTwo alternatives
Cleo Integration Cloud, iEDIKimi K2Cleo Integration Cloud, IBM Sterling B2B IntegratorCleo Integration CloudChangedCleo Integration Cloudagainst: DiCentralIBM Sterling B2B Integrator, iEDIno first choiceagainst: 1 EDI Source, Cleo Integration Cloud, IBM Sterling Gentran, OpenText Trading Grid, SPS Commerce
Three alternatives
Boomi B2B/EDI Management, SPS Commerce, TrueCommerce EDITwo alternatives
OpenText Trading Grid, SPS Commerce FulfillmentFour alternatives
IBM Sterling B2B Integrator, OpenText B2B Integration Enterprise / Trading Grid, SPS Commerce, TrueCommerce EDIThree alternatives
Foundational, OpenText Trading Grid, OrderfulGLM 4.7 FlashXBoomi B2B/EDI Management, Cleo Integration CloudCleo Integration CloudChangedCleo Integration CloudOrderfulno first choiceagainst: 1 EDI Source, Axway B2B Integration, IBM webMethods B2B, MuleSoft Anypoint Platform, SPS Commerce, TrueCommerce EDI, XEDI Web EDI
Three alternatives
Axway B2B Integration, MuleSoft Anypoint Platform, SPS Commerce Fulfillment EDIOne alternative
SAP AribaSix alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, OpenText Trading Grid, Orderful, SPS Commerce, TrueCommerce EDITwo alternatives
Jitterbit EDI, SPS CommerceMiniMax M2.5Boomi B2B/EDI Management, OrderfulCleo Integration CloudChangedno first choiceagainst: IBM SterlingiEDI.comno first choicenothing named
Three alternatives
Cleo Integration Cloud, IBM Sterling B2B Integrator, MuleSoft CloudHubOne alternative
IBM Sterling B2B IntegrationTwo alternatives
BetterEDI, OrderfulBold 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
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 | 2026-10-05 00:39 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:58 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:35 | yes | 21 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:56 | yes | 17 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:22 | yes | 25 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:10 | yes | 7 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:29 | yes | 22 | 44 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:49 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:26 | yes | 5 | 28 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:37 | yes | 17 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:58 | yes | 18 | 37 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:24 | yes | 24 | 35 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:11 | yes | 18 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:25 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:34 | yes | 11 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:16 | yes | 16 | 5 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:49 | yes | 17 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:34 | yes | 12 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:32 | yes | 22 | 28 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:16 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:35 | yes | 5 | 18 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:46 | yes | 19 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:17 | yes | 25 | 29 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:56 | yes | 13 | 30 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:47 | yes | 18 | 14 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:20 | yes | 5 | 12 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:40 | yes | 18 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:16 | yes | 17 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:54 | yes | 24 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:13 | yes | 24 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:03 | yes | 22 | 53 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:20 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:03 | no | 0 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:32 | yes | 21 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:46 | yes | 24 | 52 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:11 | yes | 15 | 32 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:26 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:55 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:40 | yes | 20 | 29 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 01:19 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:20 | yes | 21 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:46 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:46 | yes | 20 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:06 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:58 | yes | 18 | 105 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:36 | yes | 14 | 43 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:32 | yes | 15 | 32 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:38 | yes | 20 | 46 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:37 | yes | 26 | 16 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:13 | yes | 4 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:40 | yes | 12 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 01:08 | yes | 19 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:52 | yes | 19 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:54 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:54 | yes | 25 | 50 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:36 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:02 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:58 | yes | 23 | 64 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:18 | yes | 14 | 43 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:22 | yes | 10 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:07 | yes | 9 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:05 | yes | 5 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:58 | yes | 18 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:13 | yes | 17 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:52 | yes | 21 | 22 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:02 | yes | 13 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:38 | yes | 24 | 47 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:49 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:19 | yes | 22 | 57 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:13 | yes | 25 | 41 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:24 | yes | 25 | 76 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:17 | yes | 22 | 43 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
Boomi read as Boomi B2B/EDI Management
Boomi (Boomi B2B/EDI) read as Boomi B2B/EDI Management
Boomi (Dell Boomi) read as Boomi B2B/EDI Management
Boomi B2B/EDI read as Boomi B2B/EDI Management
Celigo read as Celigo Integrator.io
Cleo read as Cleo Integration Cloud
Dell Boomi read as Boomi B2B/EDI Management
Jitterbit read as Jitterbit EDI
MuleSoft read as MuleSoft Anypoint Platform
MuleSoft (Salesforce Anypoint Partner Manager) read as MuleSoft Anypoint Platform
MuleSoft (by Salesforce) read as MuleSoft Anypoint Platform
OpenText read as OpenText Trading Grid
OpenText (GXS) read as OpenText Trading Grid
OpenText (Legacy Global VAN) read as OpenText Trading Grid
OpenText Business Network read as OpenText Trading Grid
OpenText Business Network / Trading Grid read as OpenText Trading Grid
OpenText Business Network Cloud read as OpenText Trading Grid
TrueCommerce read as TrueCommerce EDI
TrueCommerce EDI Solutions read as TrueCommerce EDI
Unresolved, counted raw
BetterEDI
Blue Yonder Platform
Boomi EDI Management
Boomi Enterprise Platform
Boomi Integration
Cleo Web EDI & Supplier Portal
E2open (now part of WiseTech Global)
E2open, now part of WiseTech Global
EDI HQ
GXS/TIBCO legacy
IBM B2B Integrator
IBM Sterling Gentran
Infor B2B Cloud
Microsoft BizTalk Server
MuleSoft CloudHub
OpenText B2B Integration / Trading Grid
OpenText B2B Integration Enterprise / Trading Grid
OpenText B2B Integration Foundation / OpenText B2B Integration Enterprise
OpenText Business Network Cloud EDI
OpenText EDI/B2B
Oracle B2B / Oracle Integration Cloud
Oracle GTOWS (Global Trading Online Web Services)
Oracle Integration / B2B
Oracle Integration Cloud
PR300 Enterprise
Redcat Software
SAP Business Network / SAP EDI tooling
SEEBURGER Business Integration Suite
Spiffy
Traditional EDI (IBM/SPS)
VAN
XEDI Web EDI
iEDI.com
Discontinued, still offered
No shut-down product was recommended here.