EDI platforms for enterprise buyers
Asked as “EDI platform”, and as “electronic data interchange software”, on behalf of an enterprise B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
37%
Contested · Cleo Integration Cloud 23%
37IBM Sterling B2B Integrator23Cleo Integration Cloud17Orderful23others
37% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: IBM Sterling B2B Integrator (37%) replaces Cleo Integration Cloud (41% then, 23% now), 14 points clear, past the 11-point floor.IBM Sterling B2B Integrator leads at 37%, replacing Cleo Integration Cloud, which led at 41% and stands at 23% now: 14 points clear, past the floor. The verdict moved from clear leader to 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.
Small business
TrueCommerce EDI26%Contested↗new leaderNew leader since October 2026: TrueCommerce EDI (26%) replaces Orderful (35% then, 15% now), 11 points clear, past the 11-point floor.Standing →Mid-market
Cleo Integration Cloud29%Contested↗new leaderNew leader since October 2026: Cleo Integration Cloud (29%) replaces TrueCommerce EDI (32% then, 22% now), 7 points clear, inside the 11-point floor.Standing →EnterpriseIBM Sterling B2B Integrator37%Contested↗new leaderNew leader since October 2026: IBM Sterling B2B Integrator (37%) replaces Cleo Integration Cloud (41% then, 23% now), 14 points clear, past the 11-point floor.This page
TrueCommerce EDI26%Contested↗new leaderNew leader since October 2026: TrueCommerce EDI (26%) replaces Orderful (35% then, 15% now), 11 points clear, past the 11-point floor.Standing →Mid-marketCleo Integration Cloud29%Contested↗new leaderNew leader since October 2026: Cleo Integration Cloud (29%) replaces TrueCommerce EDI (32% then, 22% now), 7 points clear, inside the 11-point floor.Standing →EnterpriseIBM Sterling B2B Integrator37%Contested↗new leaderNew leader since October 2026: IBM Sterling B2B Integrator (37%) replaces Cleo Integration Cloud (41% then, 23% now), 14 points clear, past the 11-point floor.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 October 2026
01IBM Sterling B2B Integrator37%17%59endorsed leader▲+17Since October 2026: 20% → 37%, +17 points. Past the 11-point floor: movement.20% → 37%
02Cleo Integration Cloud23%3%59accepted challenger▼−18Since October 2026: 41% → 23%, −18 points. Past the 11-point floor: movement.41% → 23%
Cleo Integration Cloud23%3%59accepted challenger▼−18Since October 2026: 41% → 23%, −18 points. Past the 11-point floor: movement.41% → 23%03
Orderful17%7%27accepted challenger▲+3Since October 2026: 14% → 17%, +3 points. Inside the 11-point floor: within noise.14% → 17%
Orderful17%7%27accepted challenger▲+3Since October 2026: 14% → 17%, +3 points. Inside the 11-point floor: within noise.14% → 17%04
OpenText Trading Grid8%33%39criticized challenger▲+4Since October 2026: 4% → 8%, +4 points. Inside the 11-point floor: within noise.4% → 8%
OpenText Trading Grid8%33%39criticized challenger▲+4Since October 2026: 4% → 8%, +4 points. Inside the 11-point floor: within noise.4% → 8%05
Boomi B2B/EDI Management4%12%40accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%
Boomi B2B/EDI Management4%12%40accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%06
MuleSoft Anypoint Platform2%19%36accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
MuleSoft Anypoint Platform2%19%36accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%07
SPS Commerce2%31%39criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
SPS Commerce2%31%39criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%08
Jitterbit EDI2%13%15accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Jitterbit EDI2%13%15accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the three products at 0%, ordered by negative rate
11TrueCommerce EDI0%36%39criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
TrueCommerce EDI0%36%39criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
Axway B2B Integration0%30%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Axway B2B Integration0%30%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
Celigo Integrator.io0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Celigo Integrator.io0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
Cleo Integration Cloud vs TrueCommerce EDICleo Integration Cloud vs SPS CommerceCleo Integration Cloud vs Orderful
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 →
I01
02030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01IBM Sterling B2B Integrator37%
02Cleo Integration Cloud23%
Cleo Integration Cloud23%03Orderful17%
Orderful17%04OpenText Trading Grid8%
OpenText Trading Grid8%05Boomi B2B/EDI Management4%
Boomi B2B/EDI Management4%06MuleSoft Anypoint Platform2%
MuleSoft Anypoint Platform2%07SPS Commerce2%
SPS Commerce2%08Jitterbit EDI2%
Jitterbit EDI2%09Celigo Integrator.io0%
Celigo Integrator.io0%10Axway B2B Integration0%
Axway B2B Integration0%11TrueCommerce EDI0%
TrueCommerce EDI0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.20, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX and GPT-6 Luna 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.
TrueCommerce EDI36%
14 of 39 labels negative · 13 of 14 models · 3 hard negative
“TrueCommerce EDI | Poor customer support, slow performance, outdated UI, limited features, hidden implementation fees.” GLM 4.7 FlashX, negative prompt
SPS Commerce31%
12 of 39 labels negative · 12 of 14 models · 6 hard negative
“It is recommended to avoid SPS Commerce if you are a large enterprise with complex, high-volume, or multi-industry requirements.” Llama 4 Maverick, negative prompt
OpenText Trading Grid33%
13 of 39 labels negative · 9 of 14 models · 3 hard negative
“What to Avoid for Predictable TCO ... Legacy managed services (some OpenText/SPS models) | Multiple invoices, fragmented billing, hard to forecast” Kimi K2, budget prompt
IBM Sterling B2B Integrator
17%
10 of 59 labels negative · 9 of 14 models · 1 hard negative
“Legacy Sterling B2B Integrator (older versions) | P2P topology, batch-only, no API-first, high total cost of ownership, long migration timelines.” GLM 4.7 FlashX, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
77 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. 905 links across 195 sites, every framing counted. Ranked by the number of answers carrying the site or page. 21 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.
vendor site · Cleo52 answers · 130 citations · 13 models
vendor site · Jitterbit40 answers · 51 citations · 13 models
vendor site · G236 answers · 75 citations · 12 models
31 answers · 38 citations · 10 models
vendor site · Orderful27 answers · 66 citations · 10 models
25 answers · 37 citations · 10 models
vendor site · IBM18 answers · 31 citations · 8 models
17 answers · 17 citations · 8 models
publisher (Gane)13 answers · 13 citations · 7 models
vendor site · SourceForge12 answers · 14 citations · 8 models
vendor site · SPS Commerce12 answers · 13 citations · 7 models
10 answers · 10 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.
31 answers · 11 models
31 answers · 12 models
31 answers · 10 models
19 answers · 9 models
17 answers · 9 models
14 answers · 8 models
13 answers · 7 models
12 answers · 9 models
11 answers · 7 models
10 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 |
|---|---|---|---|---|---|---|---|---|
| IBM parent site IBM Sterling B2B Integrator 37%, IBM Sterling B2B Integration SaaS 0% | 37% | 94 | 201,000 | 34,098 | ||||
| Cleo Integration Cloud cleo.com | 23% | 193 | 170 | 1 | 63,575 | 41 | 4 | |
| Orderful orderful.com | 17% | 93 | 1,300 | 2,217,331 | 38,857 | $4,233 | 120 | 9 |
| OpenText parent site OpenText Trading Grid 8%, OpenText B2B Integration Enterprise 0% | 8% | 60 | 14,800 | 1,286 | ||||
| Boomi B2B/EDI Management boomi.com | 4% | 77 | 0 | 19,837 | $22,810 | 120 | ||
| Jitterbit EDI jitterbit.com Jitterbit EDI 2%, Jitterbit Unlimited 2% | 4% | 24 | 10 | 0 | 4,728 | $1,468 | 120 | |
| MuleSoft mulesoft.com MuleSoft Anypoint Platform 2% | 2% | 255 | 14,800 | 1,314 | 73,982 company | 99 | ||
| SPS Commerce spscommerce.com | 2% | 122 | 22,200 | 293 | 163,808 | 58 | 4 | |
| Foundational getfoundational.com | 2% | 4 | ||||||
| IBM Sterling Integration Cloud | 2% |
Google's top ten for the three searches hold 21 sites; 5 of them are among the sites the models cited here (capterra.com, cleo.com, g2.com, orderful.com, spscommerce.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 IntegratorChangedCleo Integration CloudOrderfulagainst: IBM Sterling B2B Integratorno first choiceagainst: IBM Sterling B2B Integrator, OpenText Trading Grid, SPS Commerce, TrueCommerce EDI, eZCom Software EDI
Four alternatives
Boomi B2B/EDI Management, Celigo Integrator.io, IBM Sterling B2B Integrator, TrueCommerce EDIFour alternatives
B2B Data Exchange, B2Bi by Axway, Cleo Integration Cloud, OpenText Trading GridThree alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, OpenText Trading GridTwo alternatives
Cleo Integration Cloud, OpenText Trading GridGPT-5.4 miniCleo Integration Cloud, IBM Sterling B2B IntegratorOpenText Trading GridChangedagainst: TrueCommerce EDICleo Integration CloudJitterbit EDIagainst: Cleo Integration Cloud, IBM Sterling B2B Integratorno first choiceagainst: Axway B2B Integration, Babelway, Celigo Integrator.io, Jitterbit EDI, MuleSoft Anypoint Platform
Two alternatives
Boomi B2B/EDI Management, SPS CommerceTwo alternatives
Cleo Integration Cloud, IBM Sterling B2B IntegratorSix alternatives
Boomi Enterprise Platform, IBM Sterling B2B Integrator, OpenText B2B Integration Enterprise, OpenText Trading Grid, SPS Commerce, TrueCommerce EDIOne alternative
Transalis EDI InstantGemini 3.5 FlashCleo Integration CloudIBM Sterling B2B IntegratorChangedno first choiceCleo Integration Cloudno first choiceagainst: OpenText Trading Grid, SPS Commerce, TrueCommerce EDIagainst: IBM Gentran, Microsoft BizTalk Server, Sterling B2B Integrator, WebSphere TX
Six alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, OpenText Trading Grid, Orderful, SPS CommerceFour alternatives
Cleo Integration Cloud, MuleSoft Anypoint Platform, OpenText Trading Grid, SPS CommerceNine alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, OpenText Trading Grid, Orderful, SPS Commerce, Stedi, TrueCommerce EDIThree alternatives
Boomi B2B/EDI Management, Orderful, SEEBURGER Business Integration SuitePerplexity SonarCleo Integration CloudCleo Integration CloudHeldagainst: OpenText Trading Grid, SPS CommerceCleo Integration CloudOrderfulagainst: OpenText Trading Gridno first choiceagainst: Boomi B2B/EDI Management, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, OpenText Trading Grid, Orderful, Stedi, TrueCommerce EDI, Workato
Two alternatives
IBM Sterling B2B Integrator, OpenText Trading GridThree alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, MuleSoft Anypoint PlatformSeven alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, OpenText Trading Grid, Orderful, SPS Commerce, Seeburger, TrueCommerce EDITwo alternatives
Cleo Integration Cloud, IBM Sterling B2B IntegratorGrok 4.20IBM Sterling B2B Integrator, OpenText Trading GridIBM Sterling B2B IntegratorChangedBoomi B2B/EDI Management, Cleo Integration Cloudagainst: OpenText Trading Grid, TrueCommerce EDIIBM Sterling B2B Integratoragainst: Axway B2B Integration, Boomi B2B/EDI Management, MuleSoft Anypoint Platformno first choiceagainst: Celtrino, ConnectPointz, IBM Sterling B2B Integrator, OpenText Trading Grid, Orderful, Qvalia, SPS Commerce, TrueCommerce EDI
Two alternatives
Cleo Integration Cloud, MuleSoft Anypoint PlatformFive alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, MuleSoft Anypoint Platform, SPS Commerce, TrueCommerce EDIFour alternatives
Axway B2B Integration, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, SPS Commerce Fulfillment EDIThree alternatives
Cleo Integration Cloud, IBM Sterling B2B Collaboration Network, OpenText Trading GridMistral SmallCleo Integration Cloud, IBM Sterling B2B IntegratorIBM Sterling B2B IntegratorChangedno first choiceOrderfulno first choiceagainst: Axway B2B Integration, OpenText Trading Grid, SPS Commerce, TrueCommerce EDI
Four alternatives
Axway B2B Integration, Celigo Integrator.io, Jitterbit EDI, MuleSoft Anypoint PlatformTwo alternatives
Boomi B2B/EDI Management, Cleo Integration CloudOne alternative
Cleo Integration CloudDeepSeek V4 FlashCleo Integration CloudCleo Integration CloudHeldIBM Sterling B2B IntegratorOrderfulagainst: IBM Sterling B2B Integratorno first choiceagainst: OpenText Trading Grid, Oracle B2B 11g, SAP PI/PO, SPS Commerce, TrueCommerce EDI
Four alternatives
Boomi B2B/EDI Management, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, SPS CommerceThree alternatives
Boomi Master Data Hub, IBM Sterling B2B Integrator, SPS CommerceSix alternatives
Axway B2B Integration, Boomi B2B/EDI Management, Cleo Integration Cloud, OpenText Trading Grid, SPS Commerce, TrueCommerce EDILlama 4 MaverickCleo Integration CloudCleo Integration Cloud, IBM Sterling B2B Integrator, OrderfulChangedno first choiceOrderfulno first choiceagainst: Axway B2B Integration, OpenText Trading Grid, SPS Commerce, TrueCommerce EDI
Six alternatives
B2B Data Exchange, Celigo Integrator.io, IBM Sterling B2B Integrator, Jitterbit EDI, SPS Commerce, TrueCommerce EDIQwen 3.7 FlashBoomi B2B/EDI ManagementIBM Sterling B2B IntegratorChangedagainst: MuleSoft Anypoint Platform, SPS CommerceIBM Sterling B2B IntegratorIBM Sterling Integration Cloudno first choicenothing named
Five alternatives
Azure Logic Apps, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, SPS Commerce, TrueCommerce EDIThree alternatives
Axway B2B Integration, Cleo Integration Cloud, TrueCommerce EDISix alternatives
Boomi B2B/EDI Management, Celigo Integrator.io, Cleo Integration Cloud, MuleSoft Anypoint Platform, Orderful, SPS CommerceFour alternatives
Cleo Platform, Edicom, ShipCompliant, TrueCommerce EDIKimi K2IBM Sterling B2B IntegratorIBM Sterling B2B IntegratorHeldIBM Sterling B2B Integratoragainst: Boomi B2B/EDI ManagementBoomi B2B/EDI Management, Cleo Integration Cloudagainst: IBM Sterling B2B Integrator, OpenText Trading Gridno first choiceagainst: Axway B2B Integration, IBM Gentran / Legacy Sterling, OpenText Trading Grid, SPS Commerce, TrueCommerce EDI
Five alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, MuleSoft Anypoint Platform, SPS Commerce, TrueCommerce EDISix alternatives
Cleo Integration Cloud, MuleSoft Anypoint Platform, OpenText Trading Grid, Oracle Integration Cloud, SAP Ariba, SAP Integration SuiteFour alternatives
Axway B2B Integration, Cleo Integration Cloud, OpenText B2B Integration Enterprise, SPS Commerce FulfillmentTwo alternatives
Foundational, OrderfulGLM 4.7 FlashXIBM Sterling B2B IntegratorIBM Sterling B2B Integrator, MuleSoft Anypoint PlatformChangedno first choiceOrderfulno first choiceagainst: Catalyst EDI, EDI-Net, IBM Sterling B2B Integrator, Jitterbit EDI, Microsoft Dynamics EDI, Oracle EDI, SAP IDoc, SAP NetWeaver PI/PO, Scribe, TrueCommerce EDI, eZCom Software EDI
Three alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, Jitterbit EDIOne alternative
Cleo Integration CloudTwo alternatives
Babelway, IBM Sterling B2B IntegratorMiniMax M2.5IBM Sterling B2B IntegratorIBM Sterling B2B IntegratorHeldno first choiceagainst: Boomi B2B/EDI Management, MuleSoft Anypoint PlatformFoundational, Orderfulno first choiceagainst: OpenText Trading Grid, SPS Commerce, TrueCommerce EDI
Five alternatives
Axway B2B Integration, Boomi B2B/EDI Management, Cleo Integration Cloud, MuleSoft Anypoint Platform, SPS CommerceFour alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, MuleSoft Anypoint Platform, TrueCommerce EDIThree alternatives
IBM Sterling B2B Integration SaaS, Logicbroker, OpenText Trading GridGPT-6 LunaIBM Sterling B2B Integrator, OpenText Trading GridOpenText Trading GridChangedno first choiceSPS Commerceno first choiceagainst: Boomi B2B/EDI Management, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, SPS Commerce, TrueCommerce EDI
Three alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, SPS CommerceTwo alternatives
Cleo Integration Cloud, IBM Sterling B2B IntegratorSeven alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, IBM Sterling B2B Integrator, OpenText Trading Grid, Oracle Integration with B2B capabilities, SAP Integration Suite, including Trading Partner Management, SPS CommerceOne alternative
Transalis EDI InstantMuse Glimmer 30BIBM Sterling B2B IntegratorIBM Sterling B2B IntegratorHeldIBM Sterling B2B Integration SaaS, IBM Sterling B2B IntegratorJitterbit Unlimited, Orderfulno first choiceagainst: Axway B2B Integration, Cleo Integration Cloud, IBM Sterling B2B Integrator, MuleSoft Anypoint Platform, SPS Commerce, TrueCommerce EDI
Eight alternatives
Boomi B2B/EDI Management, Cleo Integration Cloud, MuleSoft Anypoint Platform, OpenText Trading Grid, SAP Integration Suite, SEEBURGER BIS, SPS Commerce, TrueCommerce EDIFour alternatives
Cleo Integration Cloud, IBM webMethods B2B, MuleSoft Anypoint Platform, OpenText Trading GridFive alternatives
Axway B2B Integration, Boomi – Dell Boomi AtomSphere / B2B, Cleo Integration Cloud, SPS Commerce Fulfillment EDI, TrueCommerce EDITwo alternatives
Better EDI Web EDI Connect, FoundationalBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 19:00 | yes | 10 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:15 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:19 | yes | 8 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 16:42 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:39 | yes | 5 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 19:39 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:49 | yes | 22 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:18 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:18 | no | 0 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:55 | yes | 13 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:45 | yes | 21 | 24 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:48 | yes | 14 | 73 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:33 | yes | 5 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:28 | yes | 13 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:16 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:41 | yes | 6 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 18:21 | no | 0 | 16 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 13:43 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:58 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:33 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 18:57 | yes | 20 | 38 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:30 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:32 | yes | 5 | 18 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:03 | yes | 10 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 18:16 | yes | 24 | 27 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:49 | yes | 10 | 56 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:15 | yes | 3 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:39 | yes | 13 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:09 | yes | 16 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:15 | yes | 6 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:39 | no | 0 | 17 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 19:00 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:48 | yes | 8 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:46 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:04 | yes | 22 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:51 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:43 | yes | 10 | 65 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:49 | yes | 18 | 46 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:13 | yes | 23 | 141 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:35 | yes | 10 | 36 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:31 | yes | 7 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:54 | yes | 22 | 39 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:53 | yes | 18 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:58 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 19:06 | yes | 17 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 17:41 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:22 | yes | 5 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 19:10 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:02 | yes | 24 | 34 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:31 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:13 | no | 0 | 30 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:38 | yes | 25 | 79 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:52 | yes | 23 | 47 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:17 | yes | 17 | 60 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:59 | yes | 2 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:27 | yes | 20 | 28 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:52 | yes | 17 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:30 | yes | 5 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 18:11 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:25 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:42 | yes | 5 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:02 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:18 | yes | 20 | 66 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:16 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:03 | no | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:40 | yes | 10 | 60 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 18:58 | yes | 20 | 36 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:33 | yes | 14 | 30 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:57 | yes | 3 | 24 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:37 | yes | 24 | 27 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:55 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 19:14 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:48 | yes | 10 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 14:31 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:06 | yes | 15 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:28 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:55 | yes | 25 | 51 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:14 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:44 | yes | 5 | 23 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:15 | yes | 25 | 68 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:05 | yes | 15 | 68 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:49 | yes | 20 | 56 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:10 | yes | 2 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:34 | yes | 19 | 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.
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Category-scoped readings
Boomi read as Boomi B2B/EDI Management
Boomi (Dell Boomi AtomSphere) read as Boomi B2B/EDI Management
Boomi (Dell Boomi) read as Boomi B2B/EDI Management
Boomi (Dell Technologies) read as Boomi B2B/EDI Management
Boomi (Dell) read as Boomi B2B/EDI Management
Boomi (Enterprise B2B/EDI) read as Boomi B2B/EDI Management
Boomi (SAP-owned) read as Boomi B2B/EDI Management
Boomi (by Dell) 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
Cleo (Cleo Integration Cloud) read as Cleo Integration Cloud
Dell Boomi read as Boomi B2B/EDI Management
Dell Boomi (Boomi AtomSphere) read as Boomi B2B/EDI Management
IBM Sterling read as IBM Sterling B2B Integrator
IBM Sterling B2B Integration read as IBM Sterling B2B Integrator
IBM Sterling B2B Integration Suite read as IBM Sterling B2B Integrator
Jitterbit read as Jitterbit EDI
Jitterbit (B2B module) read as Jitterbit EDI
MuleSoft read as MuleSoft Anypoint Platform
MuleSoft (Salesforce) 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 (GXS/Trading Grid) read as OpenText Trading Grid
OpenText (Liaison) read as OpenText Trading Grid
OpenText (formerly GXS) read as OpenText Trading Grid
OpenText (formerly GXS/Trading Grid or Freeway Cloud) read as OpenText Trading Grid
OpenText B2B Integration / Trading Grid 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 (formerly GXS) read as OpenText Trading Grid
Transalis read as Transalis EDI Instant
TrueCommerce read as TrueCommerce EDI
TrueCommerce (by Symbology) read as TrueCommerce EDI
TrueCommerce EDI Solutions read as TrueCommerce EDI
Unresolved, counted raw
Azure Integration Services
B2Bi by Axway
BOLD VAN / Lorenz
Better EDI Web EDI Connect
Boomi Enterprise Platform
Boomi – Dell Boomi AtomSphere / B2B
Catalyst EDI
ChorusPoint
Cleo Harmonium
Cleo Platform
Corsica Integration Cloud
EDI-Net
IBM Gentran
IBM Gentran / Legacy Sterling
IBM Sterling B2B Collaboration Network
IBM Sterling Integration Cloud
IBM Sterling Order Management
Jitterbit Unlimited
Logicbroker
Microsoft BizTalk Server
Microsoft Dynamics EDI
MightyText
Oracle B2B
Oracle B2B 11g
Oracle EDI
Oracle Integration with B2B capabilities
Oracle Transportation Cloud / Siebel Commerce
Promethean
Qvalia
SAP Commerce Cloud / GTS
SAP IDoc
SAP Integration Suite, including Trading Partner Management
SAP NetWeaver PI/PO
SAP PI/PO
SPS Commerce Enterprise Edition
Sterling B2B Integrator
WebSphere TX
Discontinued, still offered
No shut-down product was recommended here.