Finance AI Index
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Strategic sourcing · September 2026 Edition

Tradogram vs GEP SMART

Zero of twelve models named Tradogram first on the direct prompt; four named GEP SMART. Tradogram was named by nine of the twelve models and GEP SMART by ten and Tradogram carries 19 labels and GEP SMART 11, so the shares are not directly comparable.

Tradogram

accepted challenger

Named in four categories this edition.

GEP SMART

accepted challenger

Named in three categories this edition.

First-choice share15%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 11; printed, not drawn.
Labels1911A 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.Precoro vs Tradogram · Precoro vs GEP SMART

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 strategic sourcing page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
TradogramFirst choices, of twelve modelsGEP SMART
Direct04
Paraphrase30
Comparative00
Budget-constrained401 against GEP SMART
Scale-constrained00
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

The direct prompt

The plain question, one answer per model, grouped by where Tradogram and GEP SMART stood in it.

GEP SMART first, Tradogram not the choice

4 of 12 modelsTradogram was named in the answer but not as the choice, or not at all.
Perplexity SonarGEP SMART alternatives: Bonfire, Precoro, Procol
Mistral SmallGEP SMART, Ivalua alternatives: Coupa, Workday Strategic Sourcing, Zycus
Llama 4 MaverickGEP SMART alternatives: Coupa, Jaggaer, Keelvar, Zycus
Qwen 3.7 FlashGEP SMART alternatives: Coupa, Jaggaer, Procol, ProcurePort, Zycus

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5no first choice alternatives: Coupa, GEP SMART, SourceRFX, Tradogram, Zycus
Grok 4.1 FastPrecoro alternatives: GEP SMART, Market Dojo, Tradogram
DeepSeek V4 FlashPrecoro alternatives: GEP SMART, Market Dojo, Tradogram, Workday Strategic Sourcing
Kimi K2Precoro alternatives: GEP SMART, Market Dojo, Procol, Tradogram
GLM 4.7 FlashXPrecoro alternatives: GEP SMART, SAP Ariba, ServiceNow Source‑to‑Pay Operations

Neither was named

3 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniProcurify alternatives: Archlet, Coupa, Ivalua, SAP Ariba
Gemini 3.5 FlashWorkday Strategic Sourcing alternatives: Archlet, Market Dojo, Tropic, Zip
MiniMax M2.5Precoro, Workday Strategic Sourcing alternatives: 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
Tradogram leads by forty-five points.
Tradogram45%#1 of 12
GEP SMART0%#– of 12
The full small business standing →
Mid-marketThe figures above
Tradogram leads by six points.
Tradogram15%#2 of 11
GEP SMART9%#3 of 11
The full mid-market standing →
Enterprise
Tradogram is not named for this buyer.
GEP SMART2%#6 of 7
Tradogram—not named
The full enterprise standing →

What the models said about Tradogram

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“I'd recommend starting with Tradogram or Prokuria as they offer strong e-sourcing and RFP functionality without enterprise-level pricing” MiniMax M2.5 · paraphrase prompt · first choice
“Recommended as the best for SMB (small and medium-sized business) sourcing, offering features tailored to smaller budgets” Mistral Small · budget prompt · first choice

What the models said about GEP SMART

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.

“typically out of reach due to high licensing fees, lengthy implementation times, and complex setups” Gemini 3.5 Flash · budget prompt · soft negative
“GEP SMART (Best Overall Mid-Market All-in-One) ... frequently cited as the strongest fit specifically for mid-market organizations” Qwen 3.7 Flash · direct prompt · first choice
“The best strategic sourcing software for a mid-market B2B company is GEP SMART” Llama 4 Maverick · direct prompt · first choice
“Ivalua and GEP SMART are the top strategic sourcing software choices” Mistral Small · direct prompt · first choice
Also compared
Precoro vs TradogramPrecoro vs GEP SMARTThe full strategic sourcing standing

Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.