oboloo vs Market Dojo
Zero of fourteen models named oboloo first on the direct prompt; zero named Market Dojo. oboloo was named by eleven of the fourteen models and Market Dojo by nine and oboloo carries 11 labels and Market Dojo 16, so the shares are not directly comparable.
Named in three categories this edition.
Named in two categories this edition.
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 strategic sourcing page.
By framing
obolooFirst choices, of fourteen modelsMarket Dojo
Across every category in the November 2026 Edition, oboloo and Market Dojo were named in the same answer twenty-one times, of the 50 answers naming oboloo and the 44 naming Market Dojo. In those answers Market Dojo took the first choice one time and oboloo twelve.
Every model, every framing
| 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 | | |
oboloo Market Dojo first choice named as an alternative argued againstblank: not namedEach cell is one answer, oboloo on the left and Market Dojo on the right.The direct prompt
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.Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.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
oboloo12%#3 of 18Market Dojo8%#5 of 18oboloo—not namedMarket Dojo0%#– of 9What the models said about oboloo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“That makes it the cheapest way to get strategic sourcing capability with unlimited users and no credit card required.” Muse Glimmer 30B · budget prompt · first choice
“If your budget is very limited, oboloo is the best choice due to its free plan and comprehensive features.” Mistral Small · budget prompt · first choice
What the models said about Market Dojo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Market Dojo is described as best for cost-conscious teams needing full sourcing workflows, offering a freemium sourcing suite” Claude Haiku 4.5 · budget prompt · first choice
“I'd start with Market Dojo for a mid-sized B2B company.” GPT-6 Luna · paraphrase prompt · first choice
“Market Dojo (Best Overall for Pure E-Sourcing & Auctions)” Gemini 3.5 Flash · budget prompt · first choice
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.