Contractor payments · October 2026 Edition
Tipalti vs Gusto
Seven of fourteen models named Tipalti first on the direct prompt; one named Gusto. Both were named by all fourteen models and Tipalti carries 29 labels and Gusto 42, so the shares are not directly comparable.
Named in eighteen categories this edition.
Named in one category this edition.
First-choice share22%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 13; printed, not drawn.
Labels2942A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Tipalti reading right to left. Rank and label count are printed, not drawn.Deel was named alongside these two in ten of the fourteen direct answers. Tipalti vs Deel · Tipalti vs Rippling · Tipalti vs Square Payroll
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 contractor payments page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
TipaltiFirst choices, of fourteen modelsGusto
Direct711 against Gusto
Paraphrase30
Comparative01
Budget-constrained032 against Gusto
Scale-constrained10
Negative002 against Gusto
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 Tipalti and Gusto 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 | | |
Tipalti Gusto first choice named as an alternative argued againstblank: not namedEach cell is one answer, Tipalti on the left and Gusto on the right.The direct prompt
The plain question, one answer per model, grouped by where Tipalti and Gusto stood in it.
Tipalti first, Gusto an alternative
7 of 14 modelsGusto was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Tipalti alternatives: Gusto, Remote, Wingspan, Worksuite
GPT-5.4 miniTipalti alternatives: BILL, Deel, Rippling
Mistral SmallDeel, Tipalti alternatives: BILL
DeepSeek V4 FlashTipalti alternatives: BILL, Rippling
Qwen 3.7 FlashRippling, Tipalti alternatives: BILL, Deel, Gusto
Kimi K2Tipalti alternatives: BILL, Gusto, Rippling, Routable
Muse Glimmer 30BTipalti alternatives: Deel, Gusto, Trolley, Wingspan
Gusto first, Tipalti an alternative
1 of 14 modelsTipalti was named in the answer but not as the choice, or not at all.Llama 4 MaverickGusto alternatives: Deel, Tipalti
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 FlashWorksuite alternatives: Deel, Rippling, Tipalti, Wingspan
Perplexity SonarDeel alternatives: BILL, Tipalti
Grok 4.1 FastRippling alternatives: Deel, Gusto
GLM 4.7 FlashXDeel alternatives: 1099Online, Gusto, Remote, Rippling, Tipalti
GPT-6 LunaBILL alternatives: Gusto, Tipalti
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.MiniMax M2.5Deel, Papaya Global alternatives: BILL, Remote, Rippling
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
Gusto leads by forty-two points.
Gusto42%#1 of 13Tipalti0%#12 of 13Mid-marketThe figures above
The order flips: Tipalti leads at mid-market.
Tipalti22%#1 of 13Gusto8%#4 of 13Enterprise
Tipalti leads by twenty-five points.
Tipalti25%#1 of 13Gusto0%#10 of 13What the models said about Tipalti
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“### 1. Tipalti — Best for Global/Multi-Vendor Operations ... Why it wins: Purpose-built for scaling B2B payables with robust compliance” Kimi K2 · direct prompt · first choice
“Tipalti and Deel Payroll are the top choices due to their scalability, global capabilities, and robust 1099 compliance features” Mistral Small · direct prompt · first choice
What the models said about Gusto
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid platforms with: Chronic poor customer support (Gusto, Deel Payroll, Remote)” GLM 4.7 FlashX · negative prompt · hard negative
“Worth considering if you may add employee payroll later, but likely not the cheapest for contractor-only use.” GPT-6 Luna · budget prompt · soft negative
“simple and well regarded, but typically better if you can spend a bit more than the absolute minimum” Perplexity Sonar · budget prompt · soft negative
“It's the most straightforward pick for a domestic small business; it's not the strongest choice for managing a large, varied international workforce.” GPT-6 Luna · comparative prompt · first choice
“Gusto’s contractor-only plan, depending on whether you want the cheapest standalone tool or a more polished payroll experience” GPT-5.4 mini · budget prompt · first choice
“Gusto - offers a solution tailored for small to medium-sized businesses that require efficient contractor management” Llama 4 Maverick · direct prompt · first choice
Also compared
Tipalti vs DeelTipalti vs RipplingTipalti vs Square PayrollTipalti vs WingspanTipalti vs QuickBooks Contractor PaymentsTipalti vs RemoteDeel vs GustoRippling vs GustoGusto vs Square PayrollGusto vs WingspanGusto vs QuickBooks Contractor PaymentsGusto vs RemoteAll twenty-eight head-to-head pages and the full contractor payments 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.