Wave vs Invoiced
Zero of twelve models named Wave first on the direct prompt; four named Invoiced. Wave was named by twelve of the twelve models and Invoiced by nine and Wave carries 35 labels and Invoiced 15, so the shares are not directly comparable.
Named in fourteen categories this edition.
Named in seven categories this edition.
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 invoicing software page.
By framing
WaveFirst choices, of twelve modelsInvoiced
Every model, every framing
| 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 | | | |
Wave Invoiced first choice named as an alternative argued againstblank: not namedEach cell is one answer, Wave on the left and Invoiced on the right.The direct prompt
Invoiced first, Wave not the choice
4 of 12 modelsWave was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 of 12 modelsThe answer made no first choice from these two in this category.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
Wave14%#4 of 8Invoiced—not namedWave0%#– of 13Invoiced0%#– of 13What the models said about Wave
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Invoicemonk says to avoid US/Canada-only tools like Wave if you need multi-currency/global compliance” Perplexity Sonar · negative prompt · hard negative
“Avoid free tools like Wave—they lack automation depth growing businesses need” Kimi K2 · paraphrase prompt · hard negative
“Wave offers a permanently free version with no monthly subscription, and its invoicing features are intuitive to navigate” Claude Haiku 4.5 · budget 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. Five of five in this category shown.
“users frequently complain about payment issues, restrictive invoice caps that increase costs, and poor customer support” Mistral Small · negative prompt · hard negative
“Support deterioration ... Unexpected cancellations ... Integration problems” MiniMax M2.5 · negative prompt · hard negative
“Best overall for mid‑market B2B: Invoiced (by Flywire) if you want end‑to‑end AR automation and global payments.” GLM 4.7 FlashX · direct prompt · first choice
“For a mid-sized B2B company specifically, Invoiced is the strongest dedicated choice.” DeepSeek V4 Flash · paraphrase prompt · first choice
“SAP and Invoiced are excellent for comprehensive invoicing and compliance” Mistral Small · direct prompt · first choice
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.