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Contractor payments · September 2026 Edition

Tipalti vs Gusto

Two of twelve models named Tipalti first on the direct prompt; one named Gusto. Tipalti was named by twelve of the twelve models and Gusto by eleven and Tipalti carries 24 labels and Gusto 37, so the shares are not directly comparable.

Tipalti

accepted challenger

Named in twelve categories this edition.

Gusto

accepted challenger

Named in one category this edition.

First-choice share7%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate4%11%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#3#7A position in a field of 14; printed, not drawn.

Labels2437A 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 twelve direct answers. Deel vs Tipalti · Deel vs Gusto · Square Payroll vs Tipalti

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 contractor payments page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.

TipaltiFirst choices, of twelve modelsGusto

Direct213 against Gusto

Paraphrase10

Comparative00

Budget-constrained001 against Tipalti · 1 against Gusto

Scale-constrained01

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.

Every model, every framing

The seventy-two 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

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 not the choice

2 of 12 modelsGusto was named in the answer but not as the choice, or not at all.

DeepSeek V4 FlashTipalti alternatives: BILL, Deel, Routable, Wingspan, Worksuite

Qwen 3.7 FlashTipalti alternatives: Deel, Routable

Gusto first, Tipalti an alternative

1 of 12 modelsTipalti was named in the answer but not as the choice, or not at all.

Kimi K2BILL, Gusto alternatives: Routable, Tipalti, Wingspan

Neither was the first choice, one was named

8 of 12 modelsThe answer put something else first and named one of the two as an alternative.

Claude Haiku 4.5Worksuite alternatives: Deel, Tipalti

GPT-5.4 miniDeel alternatives: Gusto, Tipalti

Gemini 3.5 FlashRippling alternatives: Deel, Remote, Tipalti, Wingspan

Perplexity SonarDeel alternatives: Remote, Tipalti

Grok 4.1 FastRippling alternatives: BILL, Deel, Gusto, Routable

Mistral SmallRoutable alternatives: Deel, Tipalti, Wingspan

GLM 4.7 FlashXDeel, Remote alternatives: Gusto, Oyster / Rippling Global, Routable

MiniMax M2.5Deel alternatives: Gusto, Tipalti

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.

Llama 4 MaverickRoutable alternatives: BILL, Wingspan

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 fifty-nine points.

Gusto#1 of 11

Tipalti#10 of 11

The full small business standing →

Mid-marketThe figures above

The order flips: Tipalti leads at mid-market.

Tipalti#3 of 14

Gusto#7 of 14

The full mid-market standing →

Enterprise

Tipalti leads by twenty-four points.

Tipalti#1 of 11

Gusto#11 of 11

The full enterprise standing →

What the models said about Tipalti

No label in this category carried a quote.

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.

“Gusto/QuickBooks are fine for small businesses but get strained at mid-market contractor scale.” DeepSeek V4 Flash · direct prompt · soft negative

“They lack the sophisticated bulk processing and deep ERP integration found in Tipalti or Routable.” Qwen 3.7 Flash · direct prompt · soft negative

“Gusto is widely considered the best user experience, but it costs more.” GLM 4.7 FlashX · budget prompt · soft negative

“Request demos from Gusto (mixed W-2/1099), Rippling (HR-integrated), Remote/Deel (global), OnPay (simple payroll).” Grok 4.1 Fast · scale prompt · first choice

“Bill.com or Gusto are the leading choices” Kimi K2 · direct prompt · first choice

“Choose Gusto if you operate in the U.S. and simply need an easy, affordable way to pay a mix of local 1099 contractors” Gemini 3.5 Flash · comparative prompt · alternative

Also compared

Deel vs Tipalti Deel vs Gusto Square Payroll vs Tipalti Square Payroll vs Gusto Tipalti vs Rippling Tipalti vs Trolley Tipalti vs Remote Tipalti vs Routable Rippling vs Gusto Trolley vs Gusto Remote vs Gusto Gusto vs Routable All 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.