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Invoicing software · October 2026 Edition

BILL vs Wave

Five of fourteen models named BILL first on the direct prompt; zero named Wave. BILL was named by thirteen of the fourteen models and Wave by fourteen and BILL carries 25 labels and Wave 37, so the shares are not directly comparable.

BILL

accepted challenger

Named in fifteen categories this edition.

Wave

criticized challenger

Named in seventeen categories this edition.

First-choice share16%14%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%27%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 12; printed, not drawn.
Labels2537A 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 Wave · 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 modelsWave
Direct50
Paraphrase302 against Wave
Comparative011 against BILL
Budget-constrained07
Scale-constrained002 against Wave
Negative006 against Wave
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 Wave 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 Wave first choice named as an alternative argued againstblank: not namedEach cell is one answer, BILL on the left and Wave on the right.

The direct prompt

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

BILL first, Wave not the choice

5 of 14 modelsWave 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
Mistral SmallBILL, Invoiced alternatives: QuickBooks, Zoho Invoice
Kimi K2BILL alternatives: Chargebee, Invoiced, NetSuite SuiteBilling, Sage Intacct
MiniMax M2.5BILL, HighRadius alternatives: Billtrust, Invoiced

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.
Grok 4.1 FastNetSuite SuiteBilling alternatives: BILL, Billtrust, QuickBooks, Xero
DeepSeek V4 FlashNetSuite SuiteBilling alternatives: BILL, Sage Intacct, Versapay, Xero
GLM 4.7 FlashXInvoiced alternatives: BILL, FreshBooks, QuickBooks, Xero
GPT-6 LunaOrdway alternatives: BILL, Centime, Stripe Billing
Muse Glimmer 30BInvoiced alternatives: BILL, NetSuite SuiteBilling, SAP, Versapay

Neither was named

4 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
Perplexity SonarNetSuite SuiteBilling alternatives: Billtrust, Invoiced
Llama 4 MaverickNetSuite SuiteBilling alternatives: Billtrust, Invoiced
Qwen 3.7 FlashBilltrust, Invoiced alternatives: Avalara, ChargeOver, NetSuite SuiteBilling

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
Wave leads by sixteen points.
Wave16%#4 of 8
BILL0%#– of 8
The full small business standing →
Mid-marketThe figures above
The order flips: BILL leads at mid-market.
BILL16%#2 of 12
Wave14%#4 of 12
The full mid-market standing →
Enterprise
BILL leads by two points.
BILL2%#10 of 16
Wave0%#13 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 Wave

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

“Use with Extreme Caution: Wave (only for small, low-risk transactions; avoid for high-volume/high-value needs)” Qwen 3.7 Flash · negative prompt · hard negative
“Payment holds \u2013 funds can be frozen with extensive documentation demands” Kimi K2 · negative prompt · hard negative
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.