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Global payroll and employer of record · November 2026 Edition

Remote vs Multiplier

Eight of fourteen models named Remote first on the direct prompt; zero named Multiplier. Remote was named by fourteen of the fourteen models and Multiplier by thirteen and Remote carries 62 labels and Multiplier 35, so the shares are not directly comparable.

Remote

accepted challenger

Named in ten categories this edition.

Multiplier

accepted challenger

Named in three categories this edition.

First-choice share23%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 10; printed, not drawn.
Labels6235A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Remote reading right to left. Rank and label count are printed, not drawn.Deel was named alongside these two in fourteen of the fourteen direct answers. Deel vs Remote · Deel vs Multiplier · Remote vs RemoFirst

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 global payroll and employer of record page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
RemoteFirst choices, of fourteen modelsMultiplier
Direct80
Paraphrase51
Comparative40
Budget-constrained006 against Remote
Scale-constrained00
Negative117 against Remote · 2 against Multiplier
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.

Across every category in the November 2026 Edition, Remote and Multiplier were named in the same answer eighty times, of the 285 answers naming Remote and the 103 naming Multiplier. In those answers Multiplier took the first choice four times and Remote twenty.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Remote and Multiplier stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Remote Multiplier first choice named as an alternative argued againstblank: not namedEach cell is one answer, Remote on the left and Multiplier on the right.

The direct prompt

The plain question, one answer per model, grouped by where Remote and Multiplier stood in it.

Remote first, Multiplier an alternative

8 of 14 modelsMultiplier was named in the answer but not as the choice, or not at all.
Perplexity SonarRemote alternatives: Deel, G-P, Multiplier, Safeguard Global, Velocity Global
Grok 4.20Remote alternatives: Deel, Multiplier
Mistral SmallRemote, Teamed alternatives: Deel, G-P, Safeguard Global
DeepSeek V4 FlashDeel, Remote alternatives: G-P, Rippling, Velocity Global
Qwen 3.7 FlashDeel, Remote alternatives: G-P, Oyster People, Rippling
Kimi K2Deel, Remote alternatives: Multiplier, Payoneer Workforce Management, Velocity Global
GLM 4.7 FlashXDeel, Remote, Velocity Global alternatives: G-P, Multiplier
Muse Glimmer 30BDeel, Remote alternatives: Omni HR, Teamed

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.
GPT-5.4 miniDeel alternatives: G-P, Multiplier, Remote, Rippling
Gemini 3.5 FlashRippling alternatives: Deel, Papaya Global, Remote
Llama 4 MaverickTeamed alternatives: Atlas HXM, Deel, G-P, Remote, Velocity Global
MiniMax M2.5Deel alternatives: G-P, Multiplier, Remote, Rippling, Safeguard, Velocity Global
GPT-6 LunaDeel alternatives: Remote, Rippling

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Safeguard Global alternatives: Deel, Rippling, Teamed

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
Remote leads by twelve points.
Remote17%#3 of 11
Multiplier6%#4 of 11
The full small business standing →
Mid-marketThe figures above
Remote leads by twenty-one points.
Remote23%#2 of 10
Multiplier2%#6 of 10
The full mid-market standing →
Enterprise
Remote leads by eight points.
Remote10%#5 of 13
Multiplier2%#10 of 13
The full enterprise standing →

What the models said about Remote

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

“I would advise against utilizing Deel, Remote, or similar 'new' Employer of Record (EOR) services in regions with stringent compliance requirements, such as Germany.” Muse Glimmer 30B · negative prompt · hard negative
“If they refuse to name the local entity signing the contract (common with Deel/Remote in specific sectors), avoid them” Qwen 3.7 Flash · negative prompt · hard negative
“an employer using Remote as EOR in Germany faced a lawsuit, and Remote provided zero assistance” DeepSeek V4 Flash · negative prompt · hard negative
“For most mid-market B2B companies, Remote offers the best balance of compliance safety (owned entities), IP protection, service quality, and scalability.” DeepSeek V4 Flash · direct prompt · first choice
“Remote and Teamed are frequently highlighted as the best options due to their tailored services, scalability, and strong support models.” Mistral Small · direct prompt · first choice
“Remote is often seen as the "premium" choice for companies who want maximum peace of mind regarding compliance and legal ownership structures” Qwen 3.7 Flash · comparative prompt · first choice

What the models said about Multiplier

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

“One verified reviewer reported "Weeks of missed payments & noncompliance" (1/5 rating)” GLM 4.7 FlashX · negative prompt · hard negative
“Admin Overhead: Users report behind-the-scenes manual friction, slower response times from compliance specialists” Gemini 3.5 Flash · negative prompt · soft negative
“Multiplier is also a top-rated provider that offers EOR-integrated global payroll services” Llama 4 Maverick · paraphrase prompt · first choice
“Multiplier (good balance of price and compliance, moderate support)” DeepSeek V4 Flash · negative prompt · first choice
“Optimal for businesses looking for a low-cost package to hire and manage international workers, with monthly fees starting at $400 per employee” Claude Haiku 4.5 · budget prompt · alternative
Also compared

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.