Ranked by AI Visibility

Best Cloud & Infrastructure Tools 2026

We analyzed 200 Cloud & Infrastructure tools based on their AI visibility across ChatGPT, Gemini, Claude, Perplexity, and Grok. The current leaders are Microsoft, AWS, Jira Service Management. Here are the top-ranked Cloud & Infrastructure brands for 2026.

200 tools rankedChatGPT · Claude · Gemini · Perplexity · GrokUpdated weekly
How we rank: AI Visibility Score (Beta) estimates how frequently and prominently each brand appears in answers from ChatGPT, Claude, Gemini, Perplexity, and Grok when asked about this category. Higher scores = more AI mentions. Methodology →

Top 5 Comparison

RankBrandAI ScoreTierTrend
#1Microsoft96 (A)LeaderStable
#2AWS93 (A)LeaderStable
#3Jira Service Management93 (A)LeaderStable
#4LanceDB91 (A)LeaderStable
#5Fluor Corporation91 (A)Leader Up
#1
A
MicrosoftLeader

GitHub Copilot 20M users; Copilot deployed in 90% of Fortune 100; Azure AI infrastructure serving Op

96
AI Score
#2
A
AWSLeader

Amazon (NASDAQ: AMZN) AWS world's largest cloud at $115B FY2024 revenue with 30% market share; 200+

93
AI Score
#3
A
Jira Service ManagementLeader

Atlassian ITSM platform (NASDAQ: TEAM, $5.46B TTM revenue, +19.51%) serving 83% Fortune 500; Rovo AI

93
AI Score
#4
A
LanceDBLeader

Open-source vector database with embedded deployment for RAG and semantic search; Lance columnar for

91
AI Score
#5
A
Fluor CorporationLeader Trending

Irving TX global EPC contractor (NYSE: FLR) at $16.3B 2024 revenue with $17.7B backlog; new CEO Jim

91
AI Score
#6
A
AlphabetLeader Trending

Alphabet (GOOGL) reported $350.0B revenue in FY2024, up 14% YoY. Google Cloud $43.2B (+29%). Market

90
AI Score
#7
A
Google CloudLeader

Alphabet (GOOGL) cloud platform with $43.2B revenue and #3 global market share; BigQuery data analyt

90
AI Score
#8
A
Digital RealtyLeader Trending

Global data center REIT with 300+ facilities in 25+ countries; AI infrastructure surge driving recor

90
AI Score
#9
A
NeonLeader

Serverless PostgreSQL with instant branching, scale-to-zero, and AI-native multi-tenant database arc

90
AI Score
#10
A
ReductoLeader Trending

SF AI document parsing API processing 1B+ pages monthly at 20%+ higher accuracy than AWS/Google/Micr

89
AI Score
#11
A
DynatraceLeader

NYSE-listed (DT) enterprise observability platform with automatic full-stack discovery and Davis AI

88
AI Score
#12
A
ServiceNowLeader

NYSE-listed (NOW) enterprise workflow platform at $10.98B revenue serving 85% of Fortune 500; ITSM a

87
AI Score
#13
A
Arista NetworksLeader Trending

Santa Clara cloud networking (NYSE: ANET) at $7.0B FY2024 revenue (+20%); AI networking +50%, 400G/8

87
AI Score
#14
A
InfracostLeader

SF cloud infrastructure cost management for engineers showing AWS/GCP costs in pull requests before

87
AI Score
#15
A
ExtendLeader

San Francisco AI document processing using LLMs for enterprise data extraction from invoices, contra

87
AI Score
#16
A
Microsoft AzureLeader Trending

Azure grew 33% YoY in Q2 FY2025, with AI services contributing 13 points of growth — the fastest-gro

84
AI Score
#17
A
Microsoft IntuneLeader

Microsoft 365 cloud endpoint management for MDM, MAM, and zero trust conditional access across iOS,

84
AI Score
#18
A
KongLeader

Open-source API gateway with enterprise platform; raised $170M+; built on NGINX handling authenticat

83
AI Score
#19
A
RollstackLeader Trending

Presentation automation platform embedding live Tableau, Looker, and BI charts into PowerPoint/Googl

82
AI Score
#20
A
CohesityLeader Trending

Cohesity is a unicorn AI-powered data security and management platform consolidating backup, recover

81
AI Score
#21
A
United RentalsLeader

Stamford CT world's largest equipment rental (NYSE: URI) at $15.3B 2024 record revenue with 1,625 lo

81
AI Score
#22
A
VinciLeader

Nanterre global concessions and construction (EPA: DG, CAC 40) at €71.6B 2024 revenue record and €4.

81
AI Score
#23
B
CelonisLeader

Process mining leader with $13B valuation; AI platform analyzing event logs from SAP and Salesforce

78
AI Score
#24
B
ZertoLeader Trending

Zerto delivers continuous data protection and disaster recovery for virtualized and cloud workloads,

78
AI Score
#25
B
Cozmo AILeader

Enterprise AI voice platform with sub-1.5s latency in 97+ languages for Fortune 500 and insurers; YC

78
AI Score
#26
B
Oracle CloudLeader

Oracle (NYSE: ORCL) cloud infrastructure and enterprise SaaS at $20.4B cloud revenue with 50%+ OCI g

77
AI Score
#27
B
Dynamo AILeader

Enterprise AI safety platform with automated red-teaming, bias auditing, and regulatory compliance d

77
AI Score
#28
B
RubrikLeader Trending

Publicly traded cloud data management and cyber resilience platform (RBRK) for enterprise backup, re

77
AI Score
#29
B
VeeamLeader Trending

Enterprise backup, disaster recovery, and data management platform protecting 450,000+ customers glo

76
AI Score
#30
B
AcronisLeader Trending

Acronis delivers cyber protection combining backup, disaster recovery, and cybersecurity into a sing

76
AI Score
#31
B
ElasticLeader Trending

NYSE-listed (ESTC) Elasticsearch creator at $1.42B revenue with search, observability, and SIEM; 21,

75
AI Score
#32
B
Super Micro ComputerLeader Trending

Super Micro Computer (SMCI) reported $14.9B revenue in FY2024 (ended Jun), up 110% YoY. AI server re

74
AI Score
#33
B
ElectroNeekLeader

US YC W20 RPA-as-a-Service for managed service providers with 250+ customers in 40+ countries; $20M

73
AI Score
#34
B
Vertiv HoldingsLeader Trending

Vertiv Holdings (VRT) reported $7.9B revenue in FY2024, up 20% YoY. #1 data center power and cooling

72
AI Score
#35
B
Stably AILeader Trending

SF YC AI test automation at $1M ARR Dec 2024 with 5 employees; ex-Google/Uber founders with self-hea

72
AI Score
#36
B
MomenticLeader Trending

AI-native end-to-end testing with natural language test creation and self-healing; $19.2M raised, 2B

71
AI Score
#37
B
CommvaultLeader Trending

Commvault is a publicly traded enterprise data protection and cyber resilience platform for backup,

71
AI Score
#38
B
DruvaLeader Trending

Druva is a cloud-native data protection and governance platform for endpoints, cloud workloads, and

70
AI Score
#39
B
ExaChallenger Trending

AI-native web search API for LLM agents and RAG applications; neural semantic search returning clean

70
AI Score
#40
B
PrometheusLeader

CNCF-graduated open-source monitoring toolkit standard for Kubernetes and cloud-native infrastructur

69
AI Score
#41
B
ScienceLogicChallenger Trending

Reston VA AIOps and IT operations management platform with topology-aware monitoring and service imp

69
AI Score
#42
B
CoreWeaveChallenger Trending

CoreWeave is a GPU cloud provider valued at ~$35B (2025). Revenue estimated $2B+ in 2024. 1,500+ emp

68
AI Score
#43
B
TinesLeader

Security and IT workflow automation platform (unicorn, Feb 2025 at $1.125B) processing 1B+ automated

68
AI Score
#44
B
AuvikChallenger Trending

Waterloo ON cloud-based network management and monitoring for MSPs and IT teams. $250M raised, auto-

67
AI Score
#45
B
ArcserveChallenger Trending

Arcserve provides unified data protection, backup, and ransomware recovery for hybrid and multi-clou

67
AI Score
#46
B
IBM CloudChallenger Trending

NYSE: IBM | $62.8B revenue FY2024; watsonx AI platform surpassed $2B in deal signings; hybrid cloud

66
AI Score
#47
B
Monte Carlo DataChallenger

Data observability platform with $1.6B valuation; ML-powered anomaly detection across data pipelines

66
AI Score
#48
B
LuminaiChallenger Trending

US YC W20 enterprise workflow automation for insurance/financial services/govt at 16% handle time re

66
AI Score
#49
B
VellumChallenger

LLM application development platform with prompt management, evaluation, and RAG workflows; structur

65
AI Score
#50
B
NinjaOneChallenger

Cloud RMM platform with $1.9B valuation serving 20K+ MSP and enterprise customers; modern UI and fas

64
AI Score
#51
B
ManageEngineChallenger

Enterprise IT management suite from Zoho; 60+ products covering ITSM, endpoint, SIEM, and network mo

63
AI Score
#52
B
Credo TechnologyChallenger Trending

Credo Technology (CRDO) reported $267M revenue in FY2025, up 125% YoY. Fast-growing high-speed inter

62
AI Score
#53
B
Mode AnalyticsChallenger

Collaborative SQL and Python analytics platform acquired by ThoughtSpot in 2023; analyst-focused rep

61
AI Score
#54
B
KentikChallenger Trending

SF network observability platform for cloud and hybrid environments. $80M raised, analyzes flow data

61
AI Score
#55
B
LogicMonitorChallenger Trending

Santa Barbara AI-driven infrastructure monitoring platform. $500M raised, monitors cloud, on-prem, a

61
AI Score
#56
B
NetlifyChallenger Trending

Jamstack web hosting platform popularizing continuous deployment from Git with global CDN, serverles

61
AI Score
#57
B
Pump.coChallenger

MEP construction tech platform for plumbing and HVAC contractor estimating and procurement; digital

60
AI Score
#58
C
Alibaba CloudChallenger

Third-largest global cloud provider with $14B revenue; dominant in China with Qwen LLMs competing in

59
AI Score
#59
C
Applied OptoelectronicsChallenger Trending

Applied Optoelectronics (AAOI) reported $280M revenue in FY2024, up 130% YoY. Maker of high-speed op

57
AI Score
#60
C
IvantiChallenger

$1B revenue 2023; 40,000 customers; $4.35B total funding; owned by Clearlake Capital 2017; acquired

57
AI Score
#61
C
GovDashChallenger

AI government contracting platform for federal BD pipeline management; opportunity identification, b

56
AI Score
#62
C
CheckmkChallenger Trending

Munich IT monitoring platform for hybrid infrastructures. Monitors servers, networks, cloud, contain

56
AI Score
#63
C
AsigraChallenger Trending

Asigra is a cloud backup and recovery platform for MSPs and enterprises, with agentless architecture

56
AI Score
#64
C
QuickNodeChallenger

Blockchain RPC infrastructure provider for 30+ chains including Ethereum and Solana; managed node en

56
AI Score
#65
C
RenderChallenger Trending

Render is a modern cloud platform for developers that raised $80M in January 2025 at $159M total fun

55
AI Score
#66
C
WasabiChallenger Trending

Cloud object storage at 80% less than AWS S3 with no egress fees; S3-compatible platform serving 50K

55
AI Score
#67
C
TemporalChallenger

Durable execution platform with $1.5B valuation; resilient distributed workflows surviving failures

55
AI Score
#68
C
BMC HelixChallenger

Houston enterprise ITSM and AIOps platform at ~$800M ARR from BMC Software split (Oct 2024); KKR-own

54
AI Score
#69
C
AutomoxChallenger Trending

Cloud-native endpoint patching platform automating OS and third-party software updates across Window

54
AI Score
#70
C
Tencent CloudChallenger

Tencent (OTC: TCEHY) cloud arm; #3 in China with 15% market share; 2% global share; $80B+ Tencent pa

53
AI Score
#71
C
NetreoChallenger Trending

San Diego unified IT monitoring and operations platform, acquired by TeamViewer. Covers network, ser

53
AI Score
#72
C
BigPandaChallenger Trending

Mountain View AIOps platform for IT ops and NOC teams. $200M raised, correlates alerts and incidents

53
AI Score
#73
C
DigitalOceanChallenger Trending

2024 revenue $781M (up 13% YoY); Q3 2025 revenue $230M (up 16% YoY); trailing 12-month revenue (Sept

52
AI Score
#74
C
Julius AIChallenger

Natural language data analysis platform; conversational interface for charts, statistics, and insigh

52
AI Score
#75
C
EventualChallenger

Distributed workflow infrastructure platform for TypeScript developers; durable execution, event-dri

52
AI Score
#76
C
JumpCloudChallenger

2024: Revenue $200M (up from $105.3M); 100,000+ organizations (5,000 customers); customers include C

51
AI Score
#77
C
UnitrendsChallenger Trending

All-in-one backup and disaster recovery appliances and cloud-integrated DR for SMBs and mid-market e

50
AI Score
#78
C
GumloopChallenger Trending

No-code AI workflow automation platform connecting web scraping, LLM processing, and business tool i

49
AI Score
#79
C
FlowerChallenger

SF YC W23 most popular open-source federated learning framework for privacy-preserving AI training;

49
AI Score
#80
C
VapiChallenger

AI voice agent infrastructure platform with developer API for building phone-based AI agents; low-la

48
AI Score
#81
C
OVHcloudChallenger

European cloud provider with €900M revenue operating 43 data centers; bare metal server leadership a

47
AI Score
#82
C
Logz.ioChallenger

Cloud observability platform on OpenSearch/Prometheus/Jaeger open-source stack; AI anomaly detection

47
AI Score
#83
C
ScaleOpsChallenger Trending

Raised $130M Series C at $800M valuation in March 2026; customers including Adobe, Salesforce, DocuS

46
AI Score
#84
C
Grafana LabsChallenger

Open-source observability leader with $6B valuation; Grafana dashboards plus Loki/Tempo/Mimir stack

45
AI Score
#85
C
Fly.ioEmerging Trending

Chicago global edge cloud platform deploying apps across 35+ regions in Firecracker microVMs; $111M

45
AI Score
#86
C
KubecostEmerging Trending

Kubernetes cost monitoring platform showing real-time spend attribution by namespace, deployment, la

45
AI Score
#87
C
CloudflareEmerging Trending

Global network platform securing 20% of internet traffic; $1.6B revenue growing 28%, expanding into

45
AI Score
#88
C
BoxEmerging Trending

Enterprise cloud content management with $1B revenue; Box AI allows querying and summarizing documen

45
AI Score
#89
C
GrowthBookEmerging Trending

SF open-source A/B testing and feature flagging running statistical analysis on existing data wareho

45
AI Score
#90
C
Usage AIEmerging Trending

Usage AI autonomously purchases Reserved Instances and manages Savings Plan coverage using ML to max

45
AI Score
#91
C
MiddlewareChallenger

Cloud-native observability platform with APM, traces, logs, and metrics; OpenTelemetry-native cost-e

45
AI Score
#92
C
ExpentEmerging Trending

Bank data connectivity and transaction enrichment API for fintech and lending underwriting; income v

45
AI Score
#93
C
BuildJetEmerging Trending

Tallinn Estonia GitHub Actions runner platform using gaming CPUs for 2x faster CI at lower cost; YC

45
AI Score
#94
C
HeliconeEmerging Trending

SF YC W23 open-source LLM observability with single-line integration processing 2.1B+ requests for 8

45
AI Score
#95
C
ArpioEmerging Trending

AWS disaster recovery automation platform; continuous environment replication for fast failover acro

45
AI Score
#96
C
DomoChallenger

Cloud BI platform with $325M ARR; 1,000+ data source connectors and Domo.AI natural language analyti

45
AI Score
#97
C
TursoEmerging Trending

Edge-deployed SQLite-compatible distributed database on libSQL with 35+ region replication; $7M back

45
AI Score
#98
C
CoralogixChallenger

Raised $115M Series E at $1B+ valuation; separates data ingestion from indexing to cut observability

44
AI Score
#99
C
PlanetScaleEmerging Trending

Serverless MySQL-compatible database with Git-like schema branching built on Vitess; $105M raised co

44
AI Score
#100
C
DeepnightEmerging Trending

SF YC W24 AI night vision software outperforming L3Harris using $50 smartphone cameras; $6M total ($

44
AI Score
#101
C
PortainerEmerging Trending

Container management GUI simplifying Docker and Kubernetes for enterprises without deep CLI expertis

44
AI Score
#102
C
Odigos TechnologiesEmerging Trending

Boston YC W23 eBPF-based auto-instrumentation for OpenTelemetry on Kubernetes; $13M+ Sep 2024 Ventur

44
AI Score
#103
C
UnthreadEmerging Trending

YC-backed AI support ticketing within Slack and Teams for IT/HR teams; $3M raised delivering 80% fas

44
AI Score
#104
C
RancherEmerging Trending

SUSE-acquired ($600-700M, 2020) Kubernetes management platform with multi-cluster control, K3s edge

44
AI Score
#105
C
AutomatEmerging Trending

US YC W23 AI-enabled RPA with ChatGPT computer vision; $19.25M total ($15.5M Series A Nov 2025, $3.7

44
AI Score
#106
C
PythagoraEmerging Trending

Zagreb Croatia YC W24 AI software engineer generating complete web apps from prompts for 80K+ develo

44
AI Score
#107
C
Coherent CorpChallenger Trending

Coherent Corp (COHR) reported $5.2B revenue in FY2024, up 3% YoY. Leader in optical components and f

43
AI Score
#108
C
ChronosphereEmerging Trending

NYC cloud-native observability platform at $1.6B valuation by Uber M3 founders; $340M+ General Atlan

43
AI Score
#109
C
FreshserviceEmerging Trending

Freshworks (FRSH) ITSM platform with ITIL-compliant incident management, CMDB, and AI-powered servic

43
AI Score
#110
C
Maya LabsEmerging Trending

Self-programming AI machines for enterprise workflow automation; $1M revenue in 2024 backed by YC an

43
AI Score
#111
C
TypewiseEmerging Trending

AI keyboard with honeycomb layout reducing typing errors; B2B customer service version with company-

43
AI Score
#112
C
FernEmerging Trending

Automatic multi-language SDK and API documentation generator from OpenAPI specs; $13M Bessemer-led S

43
AI Score
#113
C
ControlHubEmerging Trending

Procurement and spend management platform built specifically for hardware and manufacturing companie

43
AI Score
#114
C
BotkubeEmerging Trending

Botkube is a Kubernetes monitoring and troubleshooting assistant that delivers alerts and enables cl

43
AI Score
#115
C
LumentumChallenger Trending

Lumentum (LITE) reported $1.5B revenue in FY2024, up 1% YoY. Leader in optical components and laser

42
AI Score
#116
C
HoneycombChallenger Trending

Observability platform for distributed systems; raised $147M total ($50M Series D 2023); 160% net re

42
AI Score
#117
C
HerokuEmerging Trending

Salesforce-owned PaaS hosting 65M+ apps with git-push deployment; Heroku Connect syncs with Salesfor

42
AI Score
#118
C
TempoEmerging Trending

Toronto AI React design-engineering platform integrating with existing production codebases for 10x

42
AI Score
#119
C
IstioEmerging Trending

CNCF-graduated open-source service mesh for Kubernetes from Google/IBM/Lyft with mutual TLS, traffic

42
AI Score
#120
C
CodeAnt AIChallenger

SF India-founded YC W24 AI code health platform at $1M revenue Jun 2024 with 5 employees serving Aka

42
AI Score
#121
C
DepotEmerging Trending

Remote Docker build cache service turning 10-minute CI builds into 2-minute builds; shared persisten

42
AI Score
#122
C
ApigeeEmerging Trending

Google Cloud API management platform with 10-year Gartner Leader recognition; 1,155+ enterprise cust

42
AI Score
#123
C
GigaEmerging Trending

San Francisco enterprise AI voice contact center with 60-98% resolution improvements processing mill

42
AI Score
#124
C
RevefiEmerging Trending

Raised $20M Series A (Icon Ventures). Founded by ThoughtSpot co-founders. Launched Raden, billed as

42
AI Score
#125
C
VectorShiftEmerging Trending

US YC S23 no-code generative AI pipeline builder at $800K revenue Jun 2024 with 10 employees; $3.5M

41
AI Score
#126
C
ArtieEmerging Trending

SF YC W23 real-time CDC streaming from databases to Snowflake/BigQuery in 10-20 seconds; $3.8M seed

41
AI Score
#127
C
FathomEmerging Trending

AI meeting assistant recording and summarizing Zoom/Meet/Teams calls; $16M revenue with $17M Series

41
AI Score
#128
C
Logarithm LabsEmerging Trending

SF YC W20 managed data engineering platform connecting fragmented data silos into usable warehouses

41
AI Score
#129
C
HYCUGrowth Trending

HYCU is a cloud-native backup platform for multi-cloud and SaaS environments, providing data protect

40
AI Score
#130
C
FinoutEmerging Trending

Finout is a cloud cost management platform with virtual tagging and showback that attributes cloud s

40
AI Score
#131
C
ReflexEmerging Trending

San Francisco Python-only full-stack web framework eliminating JavaScript requirement; YC W23 $3.3M

40
AI Score
#132
C
MuleSoftEmerging Trending

Salesforce-owned enterprise iPaaS connecting 500+ applications and APIs; $5.8B combined revenue with

40
AI Score
#133
C
PRTG Network MonitorEstablished Trending

Nuremberg Germany network monitoring software by Paessler AG. Monitors bandwidth, uptime, and perfor

40
AI Score
#134
C
SpaceliftEmerging Trending

Spacelift is a flexible infrastructure orchestration platform supporting Terraform, Pulumi, CloudFor

40
AI Score
#135
C
ParadigmEmerging Trending

SF YC W24 AI spreadsheet at 5,000 cells/minute with agents in cells; $7M total ($5M General Catalyst

40
AI Score
#136
C
Object FirstEmerging Trending

Maker of Ootbi, an immutable backup appliance purpose-built as a ransomware-proof backup target for

40
AI Score
#137
D
Bunny.netEmerging Trending

Ljubljana Slovenia CDN platform ranked third-fastest globally (CDNPerf Sept 2024) with pay-as-you-go

39
AI Score
#138
D
Spinach AIEmerging Trending

AI meeting assistant creating summaries and pushing action items to Jira and Confluence; $9.25M from

39
AI Score
#139
D
Cast AIEmerging Trending

Kubernetes cost optimization platform raised $108M Series C in Apr 2025 and achieved unicorn status

39
AI Score
#140
D
BeamEmerging Trending

Serverless GPU cloud platform for AI/ML workload deployment; $1M ARR with 5-person team competing wi

39
AI Score
#141
D
CerebriumEmerging Trending

NY serverless AI inference platform delivering 40% cost savings scaling to 10K+ requests/minute; $9M

39
AI Score
#142
D
AntimetalEmerging Trending

Antimetal reduces AWS costs automatically through intelligent commitment purchasing and rightsizing

39
AI Score
#143
D
UbicloudEmerging Trending

Open-source AWS alternative with elastic compute, managed Postgres, and GitHub Actions runners at 3x

39
AI Score
#144
D
ZabbixEstablished Trending

Riga Latvia open-source enterprise IT monitoring platform with no per-host licensing fees; monitors

39
AI Score
#145
D
TaniumEmerging Trending

$1.174B funding; $9B valuation 2020; $700M revenue 2024; 2,500 customers; 2,100 employees; Forbes Cl

38
AI Score
#146
D
Operator LabsEmerging Trending

New York Web3 infrastructure company building decentralized internet protocols and developer tools;

38
AI Score
#147
D
LangfuseEmerging Trending

Open-source LLM observability platform with 39K GitHub stars; $4.5M from Lightspeed and YC providing

38
AI Score
#148
D
KomodorEmerging Trending

Komodor is a Kubernetes troubleshooting platform providing change intelligence and automated root ca

38
AI Score
#149
D
BotCityEmerging Trending

São Paulo Python-first enterprise RPA platform with centralized orchestration and governance; YC $12

38
AI Score
#150
D
MeticulousEmerging Trending

Automated end-to-end test generation from real user session recordings; $1M revenue with April 2025

38
AI Score
#151
D
MosaicVoiceEmerging Trending

Oakland CA YC W22 real-time AI call center compliance monitoring at $440K revenue Sep 2025; $500K Un

37
AI Score
#152
D
TectonGrowth Trending

Tecton is an enterprise feature platform that operationalizes machine learning features, enabling da

37
AI Score
#153
D
AustinGISEmerging Trending

Austin TX Intel spin-off (May 2022) edge IoT DTaaS for smart cities with SmartTraf traffic AI and Sm

37
AI Score
#154
D
Kiewit CorporationEmerging Trending

Kiewit Corporation reported $15.5B revenue in 2024. One of North America's largest construction and

37
AI Score
#155
D
WebhoundEmerging Trending

SF YC S23 AI research agent for automated web dataset creation reducing weeks to hours; $38.7M from

37
AI Score
#156
D
GreptileEmerging Trending

SF AI code review platform with full codebase context catching 3x more bugs than diff-only tools; YC

37
AI Score
#157
D
DatricsEmerging Trending

No-code analytics and ML platform for data analysts without engineering support; $2.7M revenue in 20

37
AI Score
#158
D
SecodaEmerging Trending

AI-powered data catalog automating metadata, lineage, and Q&A for modern data stacks; $16M from Craf

37
AI Score
#159
D
EnvoyEmerging Trending

CNCF-graduated cloud-native proxy powering Istio and AWS App Mesh service meshes; 2025 AI Gateway v0

36
AI Score
#160
D
BytebotEmerging Trending

SF open-source container platform giving AI agents Linux desktop control for GUI automation across a

36
AI Score
#161
D
AviatorEmerging Trending

Engineering productivity platform automating PR merge queues; $7.1M revenue in Dec 2024 with 7.9x gr

36
AI Score
#162
D
SolaEmerging Trending

SF agentic process automation platform enabling no-code AI bots that self-heal across application up

36
AI Score
#163
D
HuduEmerging Trending

IT documentation platform for MSPs with network docs, credentials, and asset management; $3.5M reven

36
AI Score
#164
D
CloudZeroEmerging Trending

Cloud cost intelligence platform managing $14B+ in spend. Agentic AI for FinOps (Dec 2025). AWS AI C

36
AI Score
#165
D
TernaryEmerging Trending

Ternary is a multi-cloud FinOps platform with cost allocation, anomaly detection, and optimization r

36
AI Score
#166
D
pCloudEmerging Trending

Swiss cloud storage with lifetime pricing at $199 for 500GB; GDPR-compliant with zero-knowledge encr

35
AI Score
#167
D
BechtelEmerging Trending

Reston VA global EPC and project management at $17B+ revenue with 50,000 employees; Hoover Dam/Chann

35
AI Score
#168
D
Chalk AIEmerging Trending

Chalk is a feature engineering platform that allows ML teams to define real-time and batch features

35
AI Score
#169
D
Fennel AIEmerging Trending

Fennel is a feature engineering platform for ML teams that provides real-time computation, historica

35
AI Score
#170
D
TailorEmerging Trending

Headless composable ERP platform for omnichannel retail replacing legacy OMS and inventory systems;

35
AI Score
#171
D
ShuttleEmerging Trending

Rust-native cloud deployment platform provisioning infrastructure from code annotations in seconds;

35
AI Score
#172
D
ZestyEmerging Trending

AI cloud cost optimization platform using ML to continuously right-size AWS compute resources and dy

35
AI Score
#173
D
VultrEmerging Trending

Developer-focused cloud infrastructure with 32+ global data centers at 30-60% lower cost than AWS; p

34
AI Score
#174
D
VMware CloudEmerging Trending

NASDAQ: AVGO | Broadcom acquired VMware for $61B in Nov 2023; VMware Cloud Foundation drives $21.5B

34
AI Score
#175
D
ObserveEmerging Trending

San Mateo AI observability treating telemetry as structured data resources; $393M total ($145M Evolu

34
AI Score
#176
D
FogbenderEmerging Trending

Oakland YC W22 B2B team-to-team customer support platform for API companies at $1M revenue 2024 with

34
AI Score
#177
D
Onboard.ioEmerging Trending

B2B SaaS customer onboarding platform with 1,300+ implementation plans powered; YC-backed competing

34
AI Score
#178
D
Automation AnywhereEmerging Trending

Enterprise RPA platform automating workflows with 840M+ in funding; AI-augmented Automation 360 clou

34
AI Score
#179
D
InkeepEmerging Trending

AI customer support automation for developer-facing products with documentation-trained assistants;

34
AI Score
#180
D
MindeeEmerging Trending

Document AI API platform for invoice, receipt, and ID data extraction; developer-friendly OCR with p

34
AI Score
#181
D
StarcloudEmerging Trending

Raised $170M Series A at a $1.1B valuation in March 2026 — the fastest Y Combinator unicorn ever — a

34
AI Score
#182
D
AECOMEmerging Trending

Dallas global infrastructure consulting (NYSE: ACM) at $16.1B FY2024 revenue with record $24.6B back

33
AI Score
#183
D
RootlyEmerging Trending

SF Slack-native incident management resolving 60,000+ incidents annually 80% faster for Canva and Nv

33
AI Score
#184
D
Magic PatternsEmerging Trending

San Francisco AI UI code generation respecting existing design systems for product teams; $6.5M YC-b

33
AI Score
#185
D
RedpandaEmerging Trending

Redpanda is a Kafka-compatible data streaming platform built in C++ that delivers 10x better perform

33
AI Score
#186
D
ProsperOpsEmerging Trending

ProsperOps autonomously manages AWS Reserved Instance and Savings Plan portfolios, continuously adju

33
AI Score
#187
D
FerveretEmerging Trending

Two-phase immersion cooling using nuclear reactor-inspired subcooled nucleate boiling for AI data ce

33
AI Score
#188
D
Infra.MarketEmerging Trending

Thane India B2B building materials platform at INR 14,530 crore FY2024 revenue; $752M total at $2.8B

32
AI Score
#189
D
IcePanelEmerging Trending

Vancouver YC W23 software architecture design platform at $440K revenue Sep 2025 with 4 employees; $

32
AI Score
#190
D
VeltEmerging Trending

Developer SDK for embedding 25+ real-time collaboration features in SaaS apps in 30 minutes; $2.77M

32
AI Score
#191
D
AnomaloEmerging Trending

Anomalo uses AI to automatically monitor data quality in warehouses, learning expected patterns from

32
AI Score
#192
D
CosineEmerging Trending

YC W23 autonomous software engineering agent with 72% SWE-Lancer score; Genie model enabling paralle

32
AI Score
#193
D
LanceyEmerging Trending

Toronto AI code automation deploying multiplayer agents that scan codebases and submit bug-fix PRs a

32
AI Score
#194
D
Better StackEmerging Trending

Developer observability platform combining log management, uptime monitoring, and incident managemen

31
AI Score
#195
D
AtlanGrowth Trending

Atlan is a modern data workspace and catalog platform that gives data teams a collaborative hub for

31
AI Score
#196
D
DuckieEmerging Trending

SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K

31
AI Score
#197
D
CodeCraftersEmerging Trending

Programming education platform for engineers building Redis, Git, and SQLite from scratch to underst

31
AI Score
#198
D
TiptapEmerging Trending

Berlin YC S23 open-source collaborative editor toolkit at $2.3M revenue 2024 with 1.8M npm downloads

31
AI Score
#199
D
TaloflowEmerging Trending

Cloud infrastructure optimization platform comparing AWS, Azure, and GCP on performance and cost; ex

31
AI Score
#200
D
Salesforce CloudEmerging Trending

Salesforce (NYSE: CRM) Platform PaaS on $34.86B FY2025 revenue with Apex, Flow Builder, and 7,000+ A

30
AI Score

Frequently Asked Questions

What are the best Cloud & Infrastructure tools in 2026?

Based on our AI visibility analysis across ChatGPT, Claude, Gemini, Perplexity, and Grok, the top Cloud & Infrastructure tools in 2026 are Microsoft, AWS, Jira Service Management. These rankings are based on how frequently each tool is recommended by AI systems.

How are Cloud & Infrastructure tools ranked?

We rank Cloud & Infrastructure tools by their AI Visibility Score, which measures how frequently and prominently each tool appears in answers from major AI platforms including ChatGPT, Claude, Gemini, Perplexity, and Grok. Higher scores mean more AI mentions and recommendations.

How many Cloud & Infrastructure tools does sig.ai track?

We currently track and analyze 200 Cloud & Infrastructure tools across all major AI platforms. Our database is updated regularly to reflect changes in AI recommendations and new market entrants.

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