Supplier management · October 2026 Edition
Precoro vs Gatekeeper
Four of fourteen models named Precoro first on the direct prompt; one named Gatekeeper. Precoro was named by fourteen of the fourteen models and Gatekeeper by twelve and Precoro carries 39 labels and Gatekeeper 19, so the shares are not directly comparable.
Named in five categories this edition.
Named in one category this edition.
First-choice share14%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 13; printed, not drawn.
Labels3919A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Precoro reading right to left. Rank and label count are printed, not drawn.Procurify was named alongside these two in nine of the fourteen direct answers. Precoro vs Procurify · Precoro vs Tradogram · Precoro vs Coupa
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the supplier management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
PrecoroFirst choices, of fourteen modelsGatekeeper
Direct41
Paraphrase22
Comparative00
Budget-constrained103 against Precoro
Scale-constrained10
Negative001 against Precoro
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Precoro and Gatekeeper stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | |
Precoro Gatekeeper first choice named as an alternative argued againstblank: not namedEach cell is one answer, Precoro on the left and Gatekeeper on the right.The direct prompt
The plain question, one answer per model, grouped by where Precoro and Gatekeeper stood in it.
Precoro first, Gatekeeper an alternative
4 of 14 modelsGatekeeper was named in the answer but not as the choice, or not at all.Llama 4 MaverickPrecoro alternatives: Coupa, GEP SMART, Ivalua, Payhawk
GLM 4.7 FlashXPrecoro alternatives: Gatekeeper, Procurify, SAP Business One
MiniMax M2.5Payhawk, Precoro alternatives: Striven, Zip
GPT-6 LunaPrecoro alternatives: Kodiak Hub, Procurify
Gatekeeper first, Precoro an alternative
1 of 14 modelsPrecoro was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashGatekeeper alternatives: Kodiak Hub, Precoro, Procurify
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashProcurify alternatives: ComplianceQuest, Gatekeeper, Graphite Connect, Ironclad, Kodiak Hub, Precoro, Vertice, Zip
Perplexity SonarPayhawk alternatives: Precoro
Grok 4.1 FastCoupa alternatives: Payhawk, Precoro, Procurify, SAP Ariba
Kimi K2Procurify alternatives: Precoro, ProcureDesk, Zip
Muse Glimmer 30BPayhawk, Procurify alternatives: Coupa, Gatekeeper, Kodiak Hub, Precoro
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Procurify alternatives: Coupa, HICX, Jaggaer, Kodiak Hub
GPT-5.4 miniCoupa, Ivalua alternatives: Oracle Fusion Cloud Procurement, SAP Ariba Supplier Risk
Mistral SmallKodiak Hub, Procurify alternatives: Payhawk
Qwen 3.7 FlashCoupa alternatives: HighRadius, Ivalua, Zycus
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Precoro leads by twenty-seven points.
Precoro27%#1 of 10Gatekeeper0%#5 of 10Mid-marketThe figures above
Enterprise
The order flips: Gatekeeper leads at enterprise.
Gatekeeper6%#5 of 8Precoro0%#– of 8What the models said about Precoro
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“consider Precoro\u2014but it may not fit a very limited budget: its published plans start at $499/month” GPT-6 Luna · budget prompt · soft negative
“While pricier than others, it's still far more affordable than enterprise platforms” DeepSeek V4 Flash · budget prompt · soft negative
“not* a risk monitoring platform and lighter on sourcing depth and global scale” Perplexity Sonar · negative prompt · soft negative
“Precoro and Tradogram are particularly praised for their combination of affordability, ease of use, and essential supplier management features” Claude Haiku 4.5 · budget prompt · first choice
“The best supplier management software for a mid-market B2B company includes Precoro, GEP SMART, Payhawk, Coupa, and Ivalua.” Llama 4 Maverick · direct prompt · first choice
What the models said about Gatekeeper
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I recommend Gatekeeper as your vendor onboarding and information management platform.” Mistral Small · paraphrase prompt · first choice
“Best Overall for Most Mid-Market B2B: Gatekeeper” DeepSeek V4 Flash · direct prompt · first choice
“My default recommendation is Gatekeeper” GPT-6 Luna · paraphrase prompt · first choice
Also compared
Precoro vs ProcurifyPrecoro vs TradogramPrecoro vs CoupaPrecoro vs PayhawkPrecoro vs IvaluaPrecoro vs Kodiak HubProcurify vs GatekeeperTradogram vs GatekeeperCoupa vs GatekeeperGatekeeper vs PayhawkGatekeeper vs IvaluaGatekeeper vs Kodiak HubAll twenty-eight head-to-head pages and the full supplier management standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.