# Snyk vs Jit: which do AI models recommend for ASPM, October 2026

IT AI Recommendation Index, October 2026 Edition, Application security posture management. Two of fourteen models named Snyk first on the direct prompt; zero named Jit. Page: https://it-ai-index.com/developer/application-security-posture-management/snyk-vs-jit/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Snyk | 14% | #2 of 12 | 6% | 34 | 13 of 14 |
| Jit | 6% | #5 of 12 | 6% | 18 | 10 of 14 |

## The direct prompt, model by model

- Kimi K2: snyk first (first choices: Aikido Security, Snyk) (alternatives: Apiiro, Cycode ASPM, Jit, Semgrep)
- GLM 4.7 FlashX: snyk first (first choices: Cycode ASPM, Snyk) (alternatives: Invicti ASPM, Strobes, Xygeni)
- Claude Haiku 4.5: neither first, one named (first choices: Aikido Security) (alternatives: Cycode ASPM, Snyk)
- Perplexity Sonar: neither first, one named (first choices: Wiz) (alternatives: ArmorCode, Checkmarx One, Snyk)
- Grok 4.1 Fast: neither first, one named (first choices: Aikido Security, Strobes ASPM) (alternatives: Jit, StackHawk)
- DeepSeek V4 Flash: neither first, one named (first choices: Aikido Security) (alternatives: Cycode ASPM, Jit.io, Legit Security, Snyk, Snyk AppRisk)
- Qwen 3.7 Flash: neither first, one named (first choices: Aikido Security) (alternatives: ArmorCode, Jit, Snyk AppRisk)
- GPT-5.4 mini: neither named (first choices: Cycode ASPM) (alternatives: ArmorCode, Legit Security, Snyk AppRisk)
- Gemini 3.5 Flash: neither named (first choices: Aikido Security) (alternatives: ArmorCode, Cycode ASPM, DefectDojo, Jit.io)
- Mistral Small: neither named (first choices: Phoenix Security) (alternatives: Aikido Security, Snyk AppRisk)
- Llama 4 Maverick: neither named (first choices: Aikido Security) (alternatives: ArmorCode, Snyk AppRisk)
- MiniMax M2.5: neither named
- GPT-6 Luna: neither named (first choices: ArmorCode) (alternatives: CrowdStrike Falcon ASPM, Snyk AppRisk, Wiz ASPM)
- Muse Glimmer 30B: neither named

## What the models said about Snyk

- "Vendor-locked scanner suites (e.g., those bundling ASPM with proprietary tools like Checkmarx, Cycode, or Snyk)" (Grok 4.1 Fast, negative prompt, soft negative)
- "Snyk would cost significantly more for the same breadth of coverage" (DeepSeek V4 Flash, paraphrase prompt, soft negative)
- "I'd recommend starting with Snyk or Aikido due to their balance of features, pricing transparency, and mid-market-friendly onboarding" (Kimi K2, direct prompt, first choice)
- "I'd recommend starting with Snyk or Aikido Security due to their free tiers and affordability" (MiniMax M2.5, budget prompt, first choice)
- "I'd recommend Snyk as a strong starting point for Application Security Posture Management (ASPM)" (Grok 4.1 Fast, paraphrase prompt, first choice)

## What the models said about Jit

- "Users report integration issues—doesn't support all enterprise environments, requires extra manual setup. Also lacking customer support" (DeepSeek V4 Flash, negative prompt, soft negative)
- "For most mid-sized B2B companies: Start with Jit for its ease of use, built-in scanning, and developer-friendly approach." (Mistral Small, paraphrase prompt, first choice)
- "Jit is a cloud-native, developer-first Application Security Posture Management (ASPM) and DevSecOps orchestration platform." (Muse Glimmer 30B, comparative prompt, first choice)
- "Jit is considered the best overall ASPM tool in 2026" (Claude Haiku 4.5, paraphrase prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.