SaaS AI Stack Ratings 2026

Nerq

60 entities rated with an average AI score of 52/100 (B). Based on public repository analysis of AI tools, dependencies, and security signals. Updated June 2026.

60

Entities Rated

B

Avg Rating

52

Avg Score

0

With Critical Issues

#	Entity	Industry	Rating	Score	AI Tools
1	Hugging Face	ai_platform	A	80	36
2	Weights & Biases	mlops	BBB	75	35
3	Grammarly	writing	BBB	71	9
4	GitHub Copilot	developer_tools	BBB	71	10
5	Weaviate	vector_db	BBB	70	15
6	Grafana	monitoring	BBB	69	2
7	Pinecone	vector_db	BBB	69	21
8	Zendesk	customer_support	BBB	69	1
9	PagerDuty	incident_management	BBB	68	1
10	Replit	developer_tools	BBB	67	1
11	LangChain	ai_framework	BBB	66	25
12	Monday.com	project_management	BB	64	9
13	Replicate	ai_platform	BB	64	20
14	Jasper	marketing	BB	64	1
15	Notion	productivity	BB	63	5
16	PostHog	analytics	BB	63	1
17	1Password	security	BB	63	1
18	Amplitude	analytics	BB	63	1
19	Asana	project_management	BB	63	1
20	Linear	project_management	BB	61	4
21	Elastic	search	BB	61	13
22	Vercel	developer_tools	BB	61	9
23	Cloudflare	infrastructure	BB	59	9
24	Neon	database	BB	56	4
25	Snowflake	data	BB	56	6
26	Qdrant	vector_db	B	54	14
27	Together AI	ai_platform	B	54	2
28	Stripe	fintech	B	53	2
29	Supabase	developer_tools	B	50	8
30	Anyscale	ai_platform	B	49	3
31	Salesforce	crm	B	48	4
32	Sentry	monitoring	B	48	2
33	Databricks	data	B	48	2
34	Render	infrastructure	B	47	10
35	ServiceNow	it_management	B	46	5
36	PlanetScale	database	CCC	45	3
37	Adobe	creative	CCC	43	5
38	Runway	creative	CCC	42	6
39	Mixpanel	analytics	CCC	40	1
40	Canva	creative	CCC	40	1
41	Figma	design	CCC	40	2
42	Loom	video	CCC	40	1
43	ClickUp	project_management	CCC	40	1
44	Twilio	communication	CCC	40	1
45	MongoDB	database	CCC	40	1
46	Okta	identity	CCC	40	1
47	Zoom	communication	CCC	40	1
48	Miro	collaboration	CCC	40	1
49	Windsurf	developer_tools	CCC	40	1
50	Cursor	developer_tools	CCC	40	1
51	Datadog	monitoring	CCC	40	2
52	Descript	media	CCC	40	1
53	Intercom	customer_support	CCC	40	1
54	Segment	analytics	CCC	40	1
55	Slack	communication	CCC	40	1
56	Airtable	productivity	CCC	40	1
57	Shopify	ecommerce	CCC	40	1
58	Railway	developer_tools	CCC	33	3
59	Atlassian	project_management	CCC	33	3
60	HubSpot	crm	CC	28	3

Methodology: Based on analysis of public GitHub repositories, published dependencies, and public documentation. Ratings reflect publicly observable AI stack health and may not represent the complete internal technology stack.