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Client onboarding platforms · October 2026 Edition

Rocketlane vs Arrows

Eight of fourteen models named Rocketlane first on the direct prompt; zero named Arrows. Rocketlane was named by fourteen of the fourteen models and Arrows by seven and Rocketlane carries 60 labels and Arrows 13, so the shares are not directly comparable.

Rocketlane

endorsed leader

Named in one category this edition.

Arrows

accepted challenger

Named in two categories this edition.

First-choice share47%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 15; printed, not drawn.
Labels6013A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Rocketlane reading right to left. Rank and label count are printed, not drawn.GUIDEcx was named alongside these two in thirteen of the fourteen direct answers. Rocketlane vs GUIDEcx · Rocketlane vs ClickUp · Rocketlane vs OnRamp

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 client onboarding platforms page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
RocketlaneFirst choices, of fourteen modelsArrows
Direct80
Paraphrase111
Comparative60
Budget-constrained101 against Rocketlane
Scale-constrained20
Negative105 against Rocketlane
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 October 2026 Edition, Rocketlane and Arrows were named in the same answer twenty-nine times, of the 180 answers naming Rocketlane and the 42 naming Arrows. In those answers Arrows took the first choice two times and Rocketlane eight.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Rocketlane and Arrows 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
Rocketlane Arrows first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rocketlane on the left and Arrows on the right.

The direct prompt

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

Rocketlane first, Arrows not the choice

8 of 14 modelsArrows was named in the answer but not as the choice, or not at all.
GPT-5.4 miniRocketlane alternatives: GUIDEcx, Planhat
Gemini 3.5 FlashRocketlane alternatives: Appcues, Dock, GUIDEcx, OnRamp, Pendo, Userpilot
Perplexity SonarRocketlane alternatives: Appcues, Dock, GUIDEcx, Userpilot
Grok 4.1 FastRocketlane alternatives: Appcues, GUIDEcx
DeepSeek V4 FlashRocketlane alternatives: GUIDEcx, OnRamp
GLM 4.7 FlashXRocketlane alternatives: Appcues, GUIDEcx
GPT-6 LunaRocketlane alternatives: GUIDEcx, OnRamp
Muse Glimmer 30BGUIDEcx, Rocketlane alternatives: OnRamp

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.
Claude Haiku 4.5OnRamp alternatives: GUIDEcx, HubSpot, Rocketlane
Mistral SmallGUIDEcx alternatives: Precursive, Rocketlane
Llama 4 MaverickGUIDEcx alternatives: OnRamp, Precursive, Rocketlane
Qwen 3.7 FlashGUIDEcx alternatives: Appcues, Rocketlane
Kimi K2OnRamp alternatives: Arrows, Dock, Rocketlane
MiniMax M2.5GUIDEcx alternatives: Rocketlane

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
Rocketlane leads by fifteen points.
Rocketlane15%#2 of 21
Arrows0%#14 of 21
The full small business standing →
Mid-marketThe figures above
Rocketlane leads by forty-five points.
Rocketlane47%#1 of 15
Arrows2%#6 of 15
The full mid-market standing →
Enterprise
Rocketlane leads by thirty-nine points.
Rocketlane41%#1 of 13
Arrows2%#7 of 13
The full enterprise standing →

What the models said about Rocketlane

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

“Proceed with Extreme Caution ... Rocketlane and GUIDEcx carry the heaviest documented baggage” Qwen 3.7 Flash · negative prompt · hard negative
“Heavyweight, enterprise onboarding tools (like GUIDEcx, Rocketlane, or ChurnZero) are excellent but often cost hundreds or thousands of dollars a month.” Gemini 3.5 Flash · budget prompt · soft negative
“its advanced reporting filters are not robust enough for analysts who need to slice project data by many custom fields” Mistral Small · negative prompt · soft negative
“Rocketlane - a professional services automation platform that runs customer onboarding, implementation, and billable delivery projects in one system.” Llama 4 Maverick · paraphrase prompt · first choice
“I'd recommend Rocketlane if your main need is managing customer implementation projects plus onboarding workflows in one place.” Perplexity Sonar · paraphrase prompt · first choice
“I'd make Rocketlane the default shortlist leader for a mid-market company with multi-step, project-based onboarding.” GPT-6 Luna · direct prompt · first choice

What the models said about Arrows

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

“Start with Arrows if you're already on HubSpot or Salesforce — it's affordable, easy to implement, and eliminates tool switching” Kimi K2 · paraphrase prompt · first choice
“Arrows if you're strongly standardized on HubSpot ... One caveat: Arrows announced a strategic shift in August 2026” GPT-6 Luna · paraphrase prompt · alternative
“Pick this if you're HubSpot-native—streamlined for end-to-end journeys in one ecosystem.” Grok 4.1 Fast · paraphrase 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.