Supplier management · November 2026 Edition
Tradogram vs Kodiak Hub
Zero of fourteen models named Tradogram first on the direct prompt; two named Kodiak Hub. Tradogram was named by eight of the fourteen models and Kodiak Hub by eleven and Tradogram carries 11 labels and Kodiak Hub 18, so the shares are not directly comparable.
Named in five categories this edition.
Named in one category this edition.
First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 11; printed, not drawn.
Labels1118A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Tradogram reading right to left. Rank and label count are printed, not drawn.Procurify was named alongside these two in eleven of the fourteen direct answers. Procurify vs Tradogram · Procurify vs Kodiak Hub · Gatekeeper vs Tradogram
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.
TradogramFirst choices, of fourteen modelsKodiak Hub
Direct021 against Kodiak Hub
Paraphrase01
Comparative00
Budget-constrained50
Scale-constrained00
Negative00
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 Tradogram and Kodiak Hub 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 4.20 | | |||||
| 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 | | | |
Tradogram Kodiak Hub first choice named as an alternative argued againstblank: not namedEach cell is one answer, Tradogram on the left and Kodiak Hub on the right.The direct prompt
The plain question, one answer per model, grouped by where Tradogram and Kodiak Hub stood in it.
Kodiak Hub first, Tradogram not the choice
2 of 14 modelsTradogram was named in the answer but not as the choice, or not at all.MiniMax M2.5Gatekeeper, Kodiak Hub alternatives: Procurify
GPT-6 LunaKodiak Hub alternatives: Gatekeeper, Precoro
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Precoro alternatives: GEP SMART, Kodiak Hub, Spendflo
Gemini 3.5 FlashZip alternatives: CloudEagle, Gatekeeper, Graphite Connect, Kodiak Hub, Precoro, Procurify, Tropic
Perplexity SonarGatekeeper alternatives: Kodiak Hub, Precoro, Procurify
Llama 4 MaverickGatekeeper alternatives: Kodiak Hub, Payhawk, Procurify
Kimi K2Precoro, Procurify alternatives: Gatekeeper, Tradogram, Zip
GLM 4.7 FlashXProcurify alternatives: Gatekeeper, Precoro, Tradogram, Zip
Muse Glimmer 30BProcurify alternatives: Coupa, Gatekeeper, Kodiak Hub, Precoro
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniProcurify alternatives: Coupa, Omnea, SAP Ariba
Grok 4.20Procurify alternatives: Gatekeeper, Precoro
Mistral SmallProcurify alternatives: Gatekeeper, Precoro, SupplierGATEWAY, Zip
DeepSeek V4 FlashPrecoro, Procurify alternatives: Gatekeeper
Qwen 3.7 FlashJaggaer alternatives: Kissflow Procurement, Proactis, Tipalti, Verifai
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
Tradogram leads by twenty-one points.
Tradogram21%#2 of 9Kodiak Hub0%#– of 9Mid-marketThe figures above
Tradogram leads by four points.
Tradogram10%#3 of 11Kodiak Hub6%#5 of 11Enterprise
Level: the same share of first choices.
Tradogram0%#– of 9Kodiak Hub0%#8 of 9What the models said about Tradogram
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you need full procurement (POs, contracts, approvals) → Tradogram (free tier first, then ~$99–225/month)” DeepSeek V4 Flash · budget prompt · first choice
“Start with Tradogram ($99/month) if you need a professional solution with room to grow” Kimi K2 · budget prompt · first choice
“Best Overall for Budget Procurement & Supplier Management: Tradogram” Gemini 3.5 Flash · budget prompt · first choice
What the models said about Kodiak Hub
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“excellent for deep supplier development (G2 4.6), but it is a custom-quote platform often better suited for manufacturing firms” DeepSeek V4 Flash · direct prompt · soft negative
“Gatekeeper or Kodiak Hub represent the best balance of functionality, ease of use, and value” MiniMax M2.5 · direct prompt · first choice
“the strongest general recommendation is Kodiak Hub” Perplexity Sonar · paraphrase prompt · first choice
“I'd start with Kodiak Hub” GPT-6 Luna · direct prompt · first choice
Also compared
Procurify vs TradogramProcurify vs Kodiak HubGatekeeper vs TradogramGatekeeper vs Kodiak HubTradogram vs PrecoroTradogram vs IvaluaTradogram vs JaggaerTradogram vs CoupaPrecoro vs Kodiak HubKodiak Hub vs IvaluaKodiak Hub vs JaggaerKodiak Hub vs CoupaAll 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.