Drata vs Onspring
One of fourteen models named Drata first on the direct prompt; one named Onspring. Drata was named by thirteen of the fourteen models and Onspring by seven and Drata carries 43 labels and Onspring 11, so the shares are not directly comparable.
Named in seven categories this edition.
Named in five 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 GRC platforms page.
By framing
DrataFirst choices, of fourteen modelsOnspring
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 | | | | |
Drata Onspring first choice named as an alternative argued againstblank: not namedEach cell is one answer, Drata on the left and Onspring on the right.The direct prompt
Drata first, Onspring not the choice
1 of 14 modelsOnspring was named in the answer but not as the choice, or not at all.Onspring first, Drata not the choice
1 of 14 modelsDrata 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
6 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
What the models said about Drata
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“pure startup tools like Vanta/Drata (under-scoped for broad GRC beyond initial SOC 2)” Grok 4.20 · direct prompt · hard negative
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 four in this category shown.
“What to Avoid (Too Expensive for Limited Budgets) | Onspring | $20,000/year minimum” Kimi K2 · budget prompt · hard negative
“Onspring, though it may be costly for very small teams” Perplexity Sonar · budget prompt · soft negative
“Highly rated for quality of support and features... It's a strong choice for small businesses” Mistral Small · budget prompt · first choice
“I'd start with Onspring or LogicGate” GPT-5.4 mini · 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.