BreachLock vs Stingrai
Three of fourteen models named BreachLock first on the direct prompt; zero named Stingrai. BreachLock was named by twelve of the fourteen models and Stingrai by nine and BreachLock carries 36 labels and Stingrai 17, so the shares are not directly comparable.
Named in two categories 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 penetration testing as a service page.
By framing
BreachLockFirst choices, of fourteen modelsStingrai
Across every category in the November 2026 Edition, BreachLock and Stingrai were named in the same answer thirty-three times, of the 87 answers naming BreachLock and the 53 naming Stingrai. In those answers Stingrai took the first choice seven times and BreachLock three.
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 | | | | |
BreachLock Stingrai first choice named as an alternative argued againstblank: not namedEach cell is one answer, BreachLock on the left and Stingrai on the right.The direct prompt
BreachLock first, Stingrai an alternative
3 of 14 modelsStingrai was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 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
Stingrai22%#1 of 8BreachLock13%#4 of 8BreachLock10%#3 of 12Stingrai6%#4 of 12BreachLock2%#8 of 12Stingrai2%#– of 12What the models said about BreachLock
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“BreachLock stands out as my top recommendation for a mid-sized B2B company seeking a Pentest-as-a-Service (PTaaS) provider.” Grok 4.20 · paraphrase prompt · first choice
“For continuous security: Use a PTaaS provider like BreachLock or Cobalt.io integrated into your DevOps cycle.” Kimi K2 · comparative prompt · first choice
“PTaaS platforms like Cobalt or BreachLock offer the best balance of quality, ongoing coverage, and retesting flexibility” MiniMax M2.5 · comparative prompt · first choice
What the models said about Stingrai
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Stingrai Autonomous $3,000 / Hybrid $6,800 is the most commonly cited published entry price with CREST accreditation.” Muse Glimmer 30B · budget prompt · first choice
“Raxis or Stingrai offer the best balance of real manual testing, transparent published pricing, and value” DeepSeek V4 Flash · budget prompt · first choice
“Stingrai (Top pick for very low budgets)” Grok 4.20 · budget 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.