GEP SMART is an AI-powered, cloud-native procurement platform from GEP, used for source-to-pay work such as strategic sourcing, supplier management and supplier performance tracking · gep.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Prokuria is first at 17%.
oboloo is first at 14%. 2 of 14 models made it the first choice when asked directly.
Coupa is first at 31%.
“Pure Mid-Market: (e.g., Procol, Sourcifi, GEP SMART, Coupa). ... These are usually the best fit for 500-person companies.”Qwen 3.7 Flash · Scale-constrained question · first choice
“The best strategic sourcing software for a mid-market B2B company is GEP SMART”Llama 4 Maverick · Direct question · first choice
“GEP SMART is the strongest overall strategic-sourcing choice”Perplexity Sonar · Direct question · first choice
“Coupa Sourcing, GEP SMART, and Ivalua are excellent choices”Mistral Small · Paraphrase question · first choice
“explicitly advise against these for SMBs due to their steep learning curves, high costs, and overkill for smaller operations”Mistral Small · Negative question · warning
“Another platform recommended only for large, complex procurement environments.”Mistral Small · Negative question · warning
“GEP SMART | From $500K | Built for large-scale spend management”Kimi K2 · Budget-constrained question · warning
“Avoid tier-1 enterprise platforms (SAP Ariba, Coupa, GEP)”Gemini 3.5 Flash · Direct question · warning
The products named in the same answers as GEP SMART, over the 202 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 184 | 49 | Compare → | |
| 179 | 39 | View → | |
| 169 | 20 | Compare → | |
| 138 | 1 | View → | |
| 101 | 2 | View → | |
| 66 | 11 | Compare → | |
| 61 | 9 | Compare → | |
| 47 | 2 | View → | |
| 27 | 0 | View → | |
| 23 | 0 | View → |
What the models named instead of GEP SMART →
A side-by-side page exists where both products are among a category's top eight.
Stated on GEP SMART's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →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. These counts come from 188 of the 202 answers that named GEP SMART and are not a share of its labels.
553 of the 553 domain citations in answers naming GEP SMART came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 2 | 4 |
| Perplexity Sonar | 1 | 2 | 1 | 2 | 6 |
| Grok 4.20 | 0 | 4 | 2 | 0 | 6 |
| Mistral Small | 1 | 1 | 0 | 2 | 4 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 0 | 3 |
| Llama 4 Maverick | 1 | 0 | 3 | 1 | 5 |
| Qwen 3.7 Flash | 1 | 2 | 2 | 0 | 5 |
| Kimi K2 | 0 | 1 | 3 | 1 | 5 |
| GLM 4.7 FlashX | 0 | 1 | 3 | 0 | 4 |
| MiniMax M2.5 | 0 | 2 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 3 | 1 | 5 |