What does AI recommend for ai-powered code review & sast tools?

Snyk maintains its leading position in AI-powered code security mentions, frequently recommended for real-time scanning and vulnerability detection. However, the landscape is shifting, with Semgrep rapidly gaining ground and specialized tools like Arnica and ZeroPath becoming the go-to recommendations for complex, multi-step vulnerability analysis.

Which ai-powered code review & sast tools brands appear most in AI answers?

Across 2,512 AI responses, Snyk is mentioned most, named in 58% of them, followed by GitHub (42%) and Semgrep (33%).

How does Parse rank these brands?

Parse measures each brand's mention rate — the share of answers naming it — across 2,512 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.

How does a brand enter this ranking?

Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.

Best ai-powered code review & SAST tools, according to AI

Data as of Aug 25, 2026 · Based on 2,512 AI responses · See how Parse measures this

AI-Powered Code Review & SAST Tools

398 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best AI-Powered Code Review & SAST Tools, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	SnykThe consistent leader, recommended for real-time scanning and securing AI-generated code.	The consistent leader, recommended for real-time scanning and securing AI-generated code.	58%
2	GitHubFrequently cited for its integrated Copilot reviews and deep analysis with CodeQL.	Frequently cited for its integrated Copilot reviews and deep analysis with CodeQL.	42%
3	SemgrepA fast-rising contender, now the top recommendation for scanning LLM library usage.	A fast-rising contender, now the top recommendation for scanning LLM library usage.	33%
4	CodeRabbit AIDominant choice for AI-powered pull request reviews and solo developer workflows.	Dominant choice for AI-powered pull request reviews and solo developer workflows.	29%
5	AikidoLost its early-window momentum, dropping from a top security recommendation.	Lost its early-window momentum, dropping from a top security recommendation.	29%
6	SonarsourceA stable presence, often cited as a mature, enterprise-grade analysis platform.	A stable presence, often cited as a mature, enterprise-grade analysis platform.	28%
7	QodoA strong contender for pull request reviews and solo developer assistance.	A strong contender for pull request reviews and solo developer assistance.	21%
8	CheckmarxRemains a consistent recommendation for enterprise SAST and real-time scanning.	Remains a consistent recommendation for enterprise SAST and real-time scanning.	21%
9	ZeroPathA niche winner, consistently named best for detecting complex, multi-step vulnerabilities.	A niche winner, consistently named best for detecting complex, multi-step vulnerabilities.	16%
10	Codacy		15%
11	Greptile		14%
12	Graphite		13%
13	CodeAnt		13%
14	Veracode		12%
15	Corgea		12%
16	Cycode		12%
17	ArnicaProminent new entrant, quickly became a top choice for agentic AI SAST.	Prominent new entrant, quickly became a top choice for agentic AI SAST.	8%
18	Mend		7%
19	Cursor		7%
20	DeepSource		6%
21	Anthropic		6%
22	Qwiet AI		6%
23	OpenAI		6%
24	Endor Labs		5%
25	Panto AI		5%
26	NVIDIA Garak		5%
27	Amazon		5%
28	Apiiro		4%
29	Bito		4%
30	Wiz		4%
31	Bugdar		4%
32	Lakera		3%
33	OpenText		3%
34	arXiv		3%
35	Corridor		3%
36	Rebuff Reality		2%
37	SecurityReview.ai		2%
38	Sourcery		2%
39	Armur AI		2%
40	AI‑Sentry		2%
41	Mobb		2%
42	Deadbits		2%
43	LangChain		2%
44	Codium		2%
45	Black Duck		2%
46	Promptfoo		2%
47	DryRun Security		2%
48	Enforster		2%
49	PVS-Studio		2%
50	Lasso Security		1%
51	StackHawk		1%
52	Vulnalyze		1%
53	Microsoft		1%
54	Precogs AI		1%
55	JetBrains		1%
56	GitLab		1%
57	Harness		1%
58	Bandit		1%
59	Codesecure		1%
60	Protect AI		1%
61	OX Security		1%
62	ByteArmor		1%
63	Fluid Attacks		1%
64	OWASP		1%
65	Fine		1%
66	Kereva		<1%
67	Kiuwan		<1%
68	Legit Security		<1%
69	Alphabet		<1%
70	LlamaIndex		<1%
71	CodeMetrics AI		<1%
72	Zencoder		<1%
73	Mindgard		<1%
74	ESLint		<1%
75	CalypsoAI		<1%
76	CodeThreat		<1%
77	CodeScene		<1%
78	SecurePilot		<1%
79	Hugging Face		<1%
80	Nexos AI		<1%
81	Perforce		<1%
82	Tabnine		<1%
83	Gecko Security		<1%
84	Prompt Security		<1%
85	Windsurf Editor		<1%
86	Datadog		<1%
87	Iris		<1%
88	Code Climate		<1%
89	PullRequest		<1%
90	Llama Firewall		<1%
91	Xygeni		<1%
92	Redlyne		<1%
93	Trusys AI		<1%
94	Augment Code		<1%
95	Aptori		<1%
96	Almanax		<1%
97	Jit		<1%
98	Jfrog		<1%
99	Ellipsis		<1%
100	Pynt		<1%