VComply vs Onspring
One of fourteen models named VComply first on the direct prompt; zero named Onspring. VComply was named by seven of the fourteen models and Onspring by nine and both carry 12 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in one category 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 Internal controls and SOX page.
By framing
VComplyFirst choices, of fourteen modelsOnspring
Across every category in the November 2026 Edition, VComply and Onspring were named in the same answer seven times, of the 27 answers naming VComply and the 26 naming Onspring. In those answers Onspring took the first choice two times and VComply one.
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 4.20 | | | | |||
| 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 | |
VComply Onspring first choice named as an alternative argued againstblank: not namedEach cell is one answer, VComply on the left and Onspring on the right.The direct prompt
VComply first, Onspring not the choice
1 of 14 modelsOnspring was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 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
VComply0%#– of 14Onspring0%#– of 14What the models said about VComply
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I recommend VComply as the top choice for a mid-sized B2B company.” Grok 4.20 · paraphrase prompt · first choice
“points to AuditBoard and VComply as the top two options” Qwen 3.7 Flash · direct prompt · first choice
“modular, cloud-native platforms built for modern compliance, audit, risk and policy management” Muse Glimmer 30B · comparative prompt · alternative
What the models said about Onspring
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“they're typically better if your compliance program is growing beyond just SOX” GPT-5.4 mini · budget prompt · soft negative
“For most mid-sized B2B companies, Onspring is the best overall recommendation” DeepSeek V4 Flash · paraphrase prompt · first choice
“Cloud-based GRC for mid-market; handles SOX testing, issues, and reporting across frameworks.” Grok 4.20 · direct prompt · alternative
“Consider Onspring or Centraleyes if you also need broader risk management” Grok 4.20 · paraphrase prompt · alternative
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.