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Invoicing software · October 2026 Edition

BILL vs Invoiced

Five of fourteen models named BILL first on the direct prompt; four named Invoiced. BILL was named by thirteen of the fourteen models and Invoiced by ten and BILL carries 25 labels and Invoiced 15, so the shares are not directly comparable.

BILL

accepted challenger

Named in fifteen categories this edition.

Invoiced

accepted challenger

Named in seven categories this edition.

First-choice share16%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%13%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 12; printed, not drawn.
Labels2515A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BILL reading right to left. Rank and label count are printed, not drawn.NetSuite SuiteBilling was named alongside these two in eight of the fourteen direct answers. Zoho Invoice vs BILL · Zoho Invoice vs Invoiced · BILL vs QuickBooks

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 invoicing software page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BILLFirst choices, of fourteen modelsInvoiced
Direct54
Paraphrase31
Comparative001 against BILL
Budget-constrained00
Scale-constrained00
Negative002 against Invoiced
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 BILL and Invoiced stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
BILL Invoiced first choice named as an alternative argued againstblank: not namedEach cell is one answer, BILL on the left and Invoiced on the right.

The direct prompt

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

Both were the first choice

1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.
Mistral SmallBILL, Invoiced alternatives: QuickBooks, Zoho Invoice

BILL first, Invoiced an alternative

4 of 14 modelsInvoiced was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5BILL alternatives: QuickBooks, Rillion, Sage Intacct
GPT-5.4 miniBILL, Billtrust alternatives: NetSuite SuiteBilling
Kimi K2BILL alternatives: Chargebee, Invoiced, NetSuite SuiteBilling, Sage Intacct
MiniMax M2.5BILL, HighRadius alternatives: Billtrust, Invoiced

Invoiced first, BILL an alternative

3 of 14 modelsBILL was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashBilltrust, Invoiced alternatives: Avalara, ChargeOver, NetSuite SuiteBilling
GLM 4.7 FlashXInvoiced alternatives: BILL, FreshBooks, QuickBooks, Xero
Muse Glimmer 30BInvoiced alternatives: BILL, NetSuite SuiteBilling, SAP, Versapay

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.
Perplexity SonarNetSuite SuiteBilling alternatives: Billtrust, Invoiced
Grok 4.1 FastNetSuite SuiteBilling alternatives: BILL, Billtrust, QuickBooks, Xero
DeepSeek V4 FlashNetSuite SuiteBilling alternatives: BILL, Sage Intacct, Versapay, Xero
Llama 4 MaverickNetSuite SuiteBilling alternatives: Billtrust, Invoiced
GPT-6 LunaOrdway alternatives: BILL, Centime, Stripe Billing

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.
Gemini 3.5 FlashVersapay alternatives: Billtrust, Chargebee, Quadient AR, Stripe Billing, Upflow

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
Level: the same share of first choices.
BILL0%#– of 8
Invoiced0%#– of 8
The full small business standing →
Mid-marketThe figures above
BILL leads by six points.
BILL16%#2 of 12
Invoiced10%#5 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
BILL2%#10 of 16
Invoiced2%#– of 16
The full enterprise standing →

What the models said about BILL

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

“BILL and Invoiced are the top recommendations due to their advanced automation, AI capabilities, and scalability.” Mistral Small · direct prompt · first choice

What the models said about Invoiced

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

“Invoiced (deteriorating support, unclear pricing, abrupt account cancellations)” GLM 4.7 FlashX · negative prompt · hard negative
“I would recommend Invoiced if your priority is B2B invoice management... Invoiced is the strongest fit for a mid-sized B2B company.” Perplexity Sonar · paraphrase prompt · first choice
“Invoiced is the classic mid-market/enterprise pick for recurring billing, dunning and e-invoicing compliance” Muse Glimmer 30B · direct prompt · first choice
“Billtrust (for large scale) or Invoiced (for agility and ease of use)” Qwen 3.7 Flash · direct prompt · first choice
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.