Expensify vs Rippling Spend
Two of fourteen models named Expensify first on the direct prompt; two named Rippling Spend. Expensify was named by fourteen of the fourteen models and Rippling Spend by thirteen and Expensify carries 64 labels and Rippling Spend 24, so the shares are not directly comparable.
Named in five categories this edition.
Named in three categories this edition.
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 expense management page.
By framing
ExpensifyFirst choices, of fourteen modelsRippling Spend
Across every category in the October 2026 Edition, Expensify and Rippling Spend were named in the same answer forty-three times, of the 256 answers naming Expensify and the 100 naming Rippling Spend. In those answers Rippling Spend took the first choice zero times and Expensify seven.
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 | | | | | ||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | | | |
Expensify Rippling Spend first choice named as an alternative argued againstblank: not namedEach cell is one answer, Expensify on the left and Rippling Spend on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Expensify first, Rippling Spend not the choice
1 of 14 modelsRippling Spend was named in the answer but not as the choice, or not at all.Rippling Spend first, Expensify not the choice
1 of 14 modelsExpensify was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 14 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
Expensify19%#3 of 8Rippling Spend0%#7 of 8Expensify10%#3 of 11Rippling Spend4%#7 of 11Expensify2%#5 of 10Rippling Spend0%#9 of 10What the models said about Expensify
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“criticized for complex and unintuitive interfaces, unexpected fees, unreliable credit card syncing, and poor customer support” Mistral Small · negative prompt · hard negative
“Came under fire for receipt scanning methodology using third-party ML services... recurring technical and syncing problems” MiniMax M2.5 · negative prompt · hard negative
“Expensify | Small to mid-sized businesses, SMBs, distributed teams | $5/user/month ... Simple onboarding, fast expense submission, excellent value for money” GLM 4.7 FlashX · comparative prompt · first choice
“### 1. Expensify (Best All-Rounder) ... Choose Expensify if: You want the safest bet with the widest range of accounting software connections.” Qwen 3.7 Flash · paraphrase prompt · first choice
“I'd recommend Expensify as the default choice if you want a strong balance of ease of use, automation, and cost” Perplexity Sonar · paraphrase prompt · first choice
What the models said about Rippling Spend
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Reviews of broad platforms like Rippling note the initial setup can feel like a larger undertaking than a standalone expense tool.” GPT-5.4 mini · negative prompt · soft negative
“Rippling Spend if you want the best balance of usability, automation, and internal-system integration.” GPT-5.4 mini · direct prompt · first choice
“Rippling Spend (if you want a unified HR/expense platform)” MiniMax M2.5 · 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.