Competitive Spaces by Company

All Companies

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Company	Competes In
100ms	Video infrastructure, Communications
Ably	Real-time data infrastructure, Communications
Acceldata	Data quality & observability
Activeloop	Vector database
Aerospike	Multimodal databases, Real-time data infrastructure
Agent Relay	AI agents
Agora	Video infrastructure
AI21 Labs	Foundational large language models (LLMs)
Airbyte	Data connectors, Data pipeline tools
Aiven	Data connectors
Algolia	Search-as-a-service
Align AI	Large Language Model LLM Tools
Alpaca	Finance APIs and tools
Ambassador	DevOps tools, API gateway and usage
Anthropic	Custom AI models as an API, Foundational large language models (LLMs), AI coding agents and copilots
Antimatter	Resource access automation
Anyscale	ML/AI model training
APIMATIC	SDK / Helper Library Generators for APIs, Technical documentation
Apollo	GraphQL tools
Aporia	LLM Prompt Evaluation, Large Language Model LLM Tools
Arcade	AI agents
Arcee AI	None
Archera	Cloud cost management
Arga Labs	None
Arize	Data quality & observability
Arnica	Code security
Aspect Build	None
AssemblyAI	Speech Understanding, Transcription, and Voice Bots
Astronomer	Data pipeline tools
Atlas Cloud	None
Authentik Security	Authorization and identity management
AuthZed	Authorization and identity management
Aviator	Code review
Axiom	Infrastructure Observability & Logging
Axolo	Code review
Azion	Hosted backend infrastructure-as-a-service
Bandwidth	Communications
Barndoor	None
Baseten	Custom AI models as an API
BentoML	Custom AI models as an API
Better Stack	Application monitoring (APM), Infrastructure Observability & Logging
Bit	Software components and code libraries
Bitrise	Continuous integration, DevOps tools
BlackBox AI	AI coding agents and copilots
Bodo	Data pipeline tools
Box	None
Braintrust	Large Language Model LLM Tools, LLM evaluation tools, LLM Prompt Evaluation
Bright Data	Web scraping
Browserbase	Web scraping
BrowserStack	Automated testing
Bubble	Low-code application builder
Bugcrowd	Information security and cybersecurity
BuildBuddy	Continuous integration, DevOps tools
Buildkite	Continuous integration, DevOps tools
Bump	Technical documentation
Cartesia	Voice agents, Voice cloning, Speech Understanding, Transcription, and Voice Bots
Carto	Mapping, geospatial, and space data
Cast AI	Cloud cost management
CData	Data connectors, Real-time data infrastructure, Data pipeline tools
Census	Data pipeline tools
Cerebrium	ML/AI model training
Chainguard	Code security, Information security and cybersecurity
Chainlink	web3
Chalk	ML/AI model training, Data pipeline tools
Chameleon	Product planning & analytics
ChaosSearch	Search-as-a-service, Data pipeline tools
Checkly	Application monitoring (APM)
Checkr	Data providers
Chroma	Vector database
Circle	web3
CircleCI	Continuous integration, DevOps tools
Clarifai	Workflow automation & asynchronous processing, Custom AI models as an API, AI model orchestration
Cleanlab	Large Language Model LLM Tools, Data quality & observability, Data pipeline tools
Clearbit	Data providers
Clerk	Authorization and identity management
ClickHouse	Real-time data infrastructure, Data pipeline tools
Cline	None
Cloudflare	Video infrastructure, Hosted backend infrastructure-as-a-service, Content delivery networks (CDNs)
Cloudsmith	DevOps tools
Cockroach Labs	Managed database
Code Input	Code review
Codefresh	DevOps tools, Continuous integration
Coder	Text editors, IDEs and dev environments
CodeRabbit	Code review
CodeSee	Code review
CodeWords	Low-code application builder
Cohere	Foundational large language models (LLMs)
Comet	ML/AI model training
Comfy	None
Confident AI	Large Language Model LLM Tools, LLM evaluation tools
Confluent	Data pipeline tools, Data connectors, Real-time data infrastructure
Contentful	Headless CMS
Context.dev	None
Convex	Hosted backend infrastructure-as-a-service
Convoy	Webhook services
CopilotKit	AI agents
Coralogix	Infrastructure Observability & Logging
Couchbase	Managed database
Courier	Notifications infrastructure
Credal	Large Language Model (LLM) Routers
CrewAI	AI agents
Crowdstrike	Information security and cybersecurity
Cube	Data pipeline tools
Cursor	Text editors, IDEs and dev environments, AI coding agents and copilots
Cypress	Automated testing
Dagger	Continuous integration
Dagster	Data pipeline tools
Daily	Video infrastructure
Dash0	None
Datadog	Infrastructure instrumentation, Application monitoring (APM), Infrastructure Observability & Logging
Datadome	Information security and cybersecurity
Datafold	Data quality & observability, Data pipeline tools
Datagran	Data pipeline tools
Dataiku	Data pipeline tools, Data visualizations
DataStax	Vector database
Daytona	Text editors, IDEs and dev environments
DBOS	Managed database, Hosted backend infrastructure-as-a-service
dbt	Data connectors, Data pipeline tools
Deepchecks	Large Language Model LLM Tools, LLM evaluation tools
Deepgram	Speech Understanding, Transcription, and Voice Bots, Voice agents
Deepinfra	Custom AI models as an API
DeepL	Language translation API
deepset	Large Language Model LLM Tools
DeltaStream	Real-time data infrastructure
Descope	Authorization and identity management
Detectify	Information security and cybersecurity
DevCycle	Feature flags
DevZero	Text editors, IDEs and dev environments
Didit	None
DigitalOcean	Hosted backend infrastructure-as-a-service, Containerized app hosting
Directus	Hosted backend infrastructure-as-a-service, Headless CMS
Ditto	Real-time data infrastructure
dltHub	Data pipeline tools
Dolby.io	Video infrastructure
Doppler	Secrets management
Dragonfly	Managed database
Duality	Data pipeline tools
Dynatrace	Application monitoring (APM), Infrastructure Observability & Logging
E2B	AI agents
Earthly	Continuous integration
Eden AI	Workflow automation & asynchronous processing, AI model orchestration
Edgee	Content delivery networks (CDNs)
Elastic	Managed database, Vector database, Search-as-a-service
ElevenLabs	Voice cloning, Speech Understanding, Transcription, and Voice Bots
Encord	LLM evaluation tools, Large Language Model LLM Tools
Endor Labs	Code security
Engram	None
Entire	AI coding agents and copilots, AI agents
Epsilla	Vector database
Esper	Hardware and device management
Evervault	Secrets management
Exa	Search-as-a-service, Large Language Model LLM Tools
exe.dev	Containerized app hosting
Expo	None
Factory	AI agents
Fal	Custom AI models as an API, Large Language Model LLM Tools
FalkorDB	Managed database
Fastly	Content delivery networks (CDNs)
Fastn	Low-code application builder
Featherless	Custom AI models as an API
Felt	Mapping, geospatial, and space data
Fern	SDK / Helper Library Generators for APIs, Technical documentation
Fidel API	Finance APIs and tools
Finch	Finance APIs and tools
Fingerprint	Information security and cybersecurity
Firecrawl	Web scraping
Firefly	DevOps tools, Configuration management & deployment automation
FireHydrant	Incident response, DevOps tools
Fireworks AI	Custom AI models as an API
Fivetran	Data connectors, Data pipeline tools
Flagsmith	Feature flags
Fleet	Hardware and device management
Flightcontrol	DevOps tools, Platform-as-a-Service (PaaS)
FlutterFlow	Low-code application builder
Fly.io	Platform-as-a-Service (PaaS)
Foundational	Data pipeline tools
Frigade	Product planning & analytics
FusionAuth	Authorization and identity management
Galileo	LLM evaluation tools, Large Language Model LLM Tools
Galtea	AI agents, LLM evaluation tools
Gatsby	Headless CMS
Gel Data	Managed database
Gentrace	Large Language Model LLM Tools, LLM evaluation tools, LLM Prompt Evaluation
GitGuardian	Code security
GitHub	AI coding agents and copilots, Source control
GitLab	Source control
Gladia	Speech Understanding, Transcription, and Voice Bots
GlareDB	Data connectors
Google Cloud	Hosted backend infrastructure-as-a-service
Gradient	Custom AI models as an API
Grafana Labs	Application monitoring (APM), Infrastructure Observability & Logging
Graphite	Code review
Gremlin	Chaos engineering
Greptile	Code security, Code review
Gretel.ai	Large Language Model LLM Tools
Groundcover	Application monitoring (APM), Infrastructure Observability & Logging
GrowthBook	Feature flags
Guardrails AI	Large Language Model LLM Tools, LLM evaluation tools
Gumloop	Workflow automation & asynchronous processing, Large Language Model LLM Tools
Harness	Feature flags, DevOps tools, Continuous integration, Chaos engineering, Internal developer portal
HarperDB	Hosted backend infrastructure-as-a-service
HashiCorp	Secrets management, Configuration management & deployment automation
Hasura	GraphQL tools
Hatchet	Data pipeline tools
Heap	Product planning & analytics
Helicone	LLM evaluation tools
Herald	Finance APIs and tools
Hex	Data visualizations
Highlight.io	Application monitoring (APM)
Honeycomb	Data quality & observability, Infrastructure Observability & Logging
Hookdeck	Webhook services
HoundDog.ai	Code security
HuggingFace	Custom AI models as an API, Large Language Model LLM Tools
Humanitec	Internal developer portal
Humanloop	Large Language Model LLM Tools, LLM Prompt Evaluation
Hume	Speech Understanding, Transcription, and Voice Bots
Hypertune	Feature flags
Imply	Real-time data infrastructure, Data pipeline tools
Incident.io	Incident response
Infisical	Secrets management
InfluxData	Time series data
Infracost	Cloud cost management
Inigo	GraphQL tools
Inngest	Hosted backend infrastructure-as-a-service, Configuration management & deployment automation
Intercom	None
Ionic	Software components and code libraries, Continuous integration
ITOC360	None
Jam	Bug reports
JetBrains	Text editors, IDEs and dev environments
JFrog	DevOps tools, Hardware and device management, Information security and cybersecurity, Code security
Kestra	Data pipeline tools
Kinde	None
Klu	LLM Prompt Evaluation, LLM evaluation tools
Knock	Notifications infrastructure
Knot	Finance APIs and tools
Kolide	Hardware and device management
Komodor	Infrastructure Observability & Logging
Kong	API gateway and usage
Koyeb	Hosted backend infrastructure-as-a-service
LabelBox	Large Language Model LLM Tools
Lago	Usage-based billing infrastructure
Lakera	Information security and cybersecurity, Large Language Model LLM Tools
Lambda	ML/AI model training, Custom AI models as an API
LanceDB	Multimodal databases
LangChain	Large Language Model LLM Tools, AI agents
Langfuse	Large Language Model LLM Tools, Data quality & observability, LLM Prompt Evaluation
LaunchDarkly	Feature flags, DevOps tools
Liblab	SDK / Helper Library Generators for APIs
Lightdash	Data pipeline tools
Lightning AI	Large Language Model LLM Tools, Text editors, IDEs and dev environments
LightSprint	Text editors, IDEs and dev environments
Linear	Product planning & analytics
LiveKit	Real-time data infrastructure, Video infrastructure
LllamaIndex	Large Language Model LLM Tools
LocalStack	Text editors, IDEs and dev environments, Configuration management & deployment automation
LogicLoop	Data pipeline tools, Data quality & observability
LogRocket	Product planning & analytics
Logz.io	Infrastructure instrumentation, Application monitoring (APM), Infrastructure Observability & Logging
Lokalise	Language translation API
Lovable	Large Language Model LLM Tools, Low-code application builder
Luciq	Automated testing, Application monitoring (APM)
Lumigo	Infrastructure instrumentation, Infrastructure Observability & Logging
Lunar.dev	Webhook services
Mapbox	Mapping, geospatial, and space data
Marqo	Vector database
Martian	Large Language Model (LLM) Routers, Large Language Model LLM Tools
Matillion	Data pipeline tools
Membrane	Code integrations
Memgraph	Managed database
Merge	Finance APIs and tools, Code integrations, API gateway and usage
Mergify	Continuous integration
Metabase	Data visualizations
Metaplane	Data quality & observability
Metronome	Usage-based billing infrastructure
Mintlify	Technical documentation
Miradore	Hardware and device management
Mistral AI	Custom AI models as an API, Foundational large language models (LLMs)
Mixpanel	Product planning & analytics
Modal	Custom AI models as an API
Modular	ML/AI model training, Custom AI models as an API
Moesif	API gateway and usage
Momento	Real-time data infrastructure
MongoDB	Managed database
Monster API	Custom AI models as an API
Moss	Real-time data infrastructure, Voice agents, Speech Understanding, Transcription, and Voice Bots
Mostly AI	Data visualizations, Data pipeline tools
Motif Analytics	Data visualizations
Multiplayer	Technical documentation
MutableAI	Large Language Model LLM Tools, Technical documentation
Mux	Video infrastructure, Communications
n8n	Low-code application builder, Workflow automation & asynchronous processing
Nango	Code integrations
Nanoclaw	AI agents
Nanonets	Workflow automation & asynchronous processing
Neo4j	Managed database
Neon	Managed database
Neptune.ai	Large Language Model LLM Tools, Custom AI models as an API
Netlify	Containerized app hosting, Hosted backend infrastructure-as-a-service
NeuralTrust	AI agents
New Relic	Application monitoring (APM), Infrastructure Observability & Logging
Ngrok	Text editors, IDEs and dev environments
Nhost	Hosted backend infrastructure-as-a-service
Northflank	Internal developer portal, DevOps tools
Not Diamond	Large Language Model (LLM) Routers
Nullstone	DevOps tools, Configuration management & deployment automation
Nx	Continuous integration
Nylas	Communications
Objective	Search-as-a-service, Multimodal databases
Observe	Infrastructure instrumentation, Infrastructure Observability & Logging
Octomind	Automated testing
Octopus Deploy	Configuration management & deployment automation
Ollama	Large Language Model LLM Tools
OmniAI	None
Ona	Containerized app hosting, Text editors, IDEs and dev environments
Onehouse	Data connectors, Data pipeline tools
OpenAI	Large Language Model LLM Tools, Custom AI models as an API, Foundational large language models (LLMs), AI coding agents and copilots
Openlayer	Large Language Model LLM Tools, LLM Prompt Evaluation
OpenMeter	Usage-based billing infrastructure
OpenObserve	Infrastructure Observability & Logging
OpenPipe	Custom AI models as an API, Large Language Model LLM Tools
OpenRouter	None
OpenSauced	Data visualizations
OpsMill	AI agents
Orb	Usage-based billing infrastructure
Orkes	None
Ory	Authorization and identity management
Oso	Authorization and identity management
OurSky	Mapping, geospatial, and space data
P0 Security	Information security and cybersecurity
PagerDuty	Infrastructure instrumentation, Incident response
Pandium	Code integrations
Parea	None
PartyKit	Real-time data infrastructure
PeerDB	Managed database
Permit.io	Authorization and identity management
Persona	Authorization and identity management
Pinecone	Vector database
Pipedream	API gateway and usage
Pixeltable	Multimodal databases
Plaid	Finance APIs and tools
PlanetScale	Hosted backend infrastructure-as-a-service, Platform-as-a-Service (PaaS)
Ploomber	Platform-as-a-Service (PaaS), Large Language Model LLM Tools
Plushcap	None
Polar Signals	Infrastructure instrumentation
PopSQL	Text editors, IDEs and dev environments
Port	Internal developer portal
Portkey	Large Language Model LLM Tools, Large Language Model (LLM) Routers, Data quality & observability
PostHog	Feature flags, Data visualizations
Postman	API gateway and usage
Postmark	Email APIs, Communications
Potpie	AI coding agents and copilots
Predibase	Large Language Model LLM Tools, Custom AI models as an API
Prefect	Workflow automation & asynchronous processing
Prelude	Communications, Authorization and identity management
Prem AI	Custom AI models as an API
Preset	Data visualizations
Prismatic	Code integrations
Prismic	Headless CMS
Promptfoo	LLM Prompt Evaluation, Large Language Model LLM Tools
PromptLayer	Large Language Model LLM Tools, LLM Prompt Evaluation
Propel Data	Product planning & analytics
PropelAuth	Authorization and identity management
Prowler	Information security and cybersecurity
PubNub	Real-time data infrastructure
Pulumi	Configuration management & deployment automation, DevOps tools
Pusher	Real-time data infrastructure
Pybites	Code review
Pydantic	Data quality & observability, Infrastructure Observability & Logging
Pynt	API gateway and usage, Information security and cybersecurity
Qase	Automated testing
Qdrant	Vector database
Qodo	Text editors, IDEs and dev environments, AI coding agents and copilots, Code review
Qovery	Internal developer portal
QuestDB	Time series data
Ragie	Vector database, Managed database
Railway	Hosted backend infrastructure-as-a-service
Rapid	API gateway and usage
Rasepi	None
Raven	Notifications infrastructure
Raycast	Text editors, IDEs and dev environments
ReadMe	Technical documentation
Red5	Video infrastructure
Redis	Managed database, Real-time data infrastructure
Redocly	Technical documentation
Redpanda	Real-time data infrastructure, Data connectors
Reducto	None
Refuel	Large Language Model LLM Tools
Render	Hosted backend infrastructure-as-a-service
Replay	Bug reports
Replicate	Custom AI models as an API
Replicated	Configuration management & deployment automation
Replit	Text editors, IDEs and dev environments, Hosted backend infrastructure-as-a-service
Rescale	Platform-as-a-Service (PaaS)
Resemble AI	Voice cloning
Resend	Email APIs
Restate	Workflow automation & asynchronous processing
Retell AI	Voice agents
Retool	Low-code application builder
RevenueCat	Finance APIs and tools
Rig	Internal developer portal
Rill	Data visualizations
Riza	AI agents
Roboflow	ML/AI model training
Rockset	Search-as-a-service
Rollbar	Infrastructure instrumentation, Application monitoring (APM)
RunPod	Large Language Model LLM Tools
SageOx	AI agents
Sampleapp.ai	SDK / Helper Library Generators for APIs
Sanity	Headless CMS
Sauce Labs	Automated testing
ScyllaDB	Managed database
Seldon	Large Language Model LLM Tools, ML/AI model training
Select Star	Data connectors
Semaphore	Continuous integration
Sematic	ML/AI model training
Semgrep	Code review, Code security
Sentry	Infrastructure Observability & Logging
Sequin	Webhook services
Shoreline	Infrastructure Observability & Logging
Sieve	Custom AI models as an API, Large Language Model LLM Tools
Sigma	Data visualizations
SingleStore	Managed database
Sleuth	Continuous integration, DevOps tools, Application monitoring (APM)
Snowplow	Customer data platform (CDP)
Snyk	Information security and cybersecurity, Code security
Socket	Code security
Soda	Data quality & observability
Sonar	Code security, Code review
Sourcegraph	AI coding agents and copilots
Spacelift	Configuration management & deployment automation
Speakeasy	SDK / Helper Library Generators for APIs
Speechmatics	Speech Understanding, Transcription, and Voice Bots
Split	Feature flags
SSOJet	Authorization and identity management
StackBlitz	Text editors, IDEs and dev environments
Stacker	Low-code application builder
StackHawk	Information security and cybersecurity
Stainless	SDK / Helper Library Generators for APIs
Starburst	Data connectors
Statsig	Feature flags
Steadybit	Chaos engineering
Stigg	Usage-based billing infrastructure
Stoplight	Technical documentation
Storyblok	Headless CMS
Strapi	Headless CMS
Stream	Communications
Stream.Security	Information security and cybersecurity
Streamkap	Real-time data infrastructure, Data pipeline tools
Stripe	Finance APIs and tools
Stytch	Authorization and identity management
Sublime Security	Information security and cybersecurity
Supabase	Containerized app hosting, Hosted backend infrastructure-as-a-service
SuperAGI	AI agents
Superb AI	Large Language Model LLM Tools
Superblocks	Low-code application builder
Supermaven	AI coding agents and copilots
Superset	AI coding agents and copilots, Text editors, IDEs and dev environments
Supersimple	Data visualizations
SuperTokens	Authorization and identity management
Surge AI	Large Language Model LLM Tools
SurrealDB	Managed database
Svix	Webhook services
Swarmia	Product planning & analytics
Swimm	Technical documentation
Symbl.ai	Speech Understanding, Transcription, and Voice Bots
Sysdig	Infrastructure Observability & Logging, Information security and cybersecurity
System Initiative	DevOps tools
Tabnine	Text editors, IDEs and dev environments, AI coding agents and copilots
Tailscale	DevOps tools, Text editors, IDEs and dev environments
Talc AI	LLM evaluation tools
Tecton	Data pipeline tools
Tembo	Managed database
Temporal	Workflow automation & asynchronous processing
Tessell	Managed database
TestMu AI	Automated testing
testRigor	Automated testing
Tggl	Feature flags
Tiger Data	Time series data
TigerBeetle	Finance APIs and tools
TigerGraph	Managed database
TileDB	Multimodal databases
Tines	Workflow automation & asynchronous processing
Tinybird	Data visualizations
Togai	Usage-based billing infrastructure
Together AI	Custom AI models as an API
Trigger.dev	Workflow automation & asynchronous processing
Turso	Managed database
Twilio	Email APIs, Notifications infrastructure, Customer data platform (CDP), Communications, Video infrastructure
Twingate	Information security and cybersecurity
Tyk	API gateway and usage
Unified.to	Code integrations
Unify	Large Language Model (LLM) Routers, Large Language Model LLM Tools
Unleash	Feature flags
Unsloth	Large Language Model LLM Tools
Unstructured	Large Language Model LLM Tools
Upstash	Managed database
Upsun	Platform-as-a-Service (PaaS), Hosted backend infrastructure-as-a-service
Userfront	Authorization and identity management
UserHub	Finance APIs and tools
Vantage	Cloud cost management, Infrastructure Observability & Logging
Vapi	Speech Understanding, Transcription, and Voice Bots
Vast.ai	None
Vectara	Vector database
Vectorize	Vector database
Velvet	LLM Prompt Evaluation, Large Language Model LLM Tools
Vercel	Containerized app hosting, Hosted backend infrastructure-as-a-service, Feature flags
Vertesia	Large Language Model LLM Tools, LLM evaluation tools, LLM Prompt Evaluation
Vespa	None
Veza	Resource access automation
vFunction	Infrastructure Observability & Logging
Video SDK	Video infrastructure
Vocode	Voice agents
Voiceflow	Voice agents
Vonage	Communications, Video infrastructure
Voxel51	ML/AI model training
Voyage AI	Vector database
Warp	Text editors, IDEs and dev environments
WarpStream	Real-time data infrastructure
Weaviate	Vector database
Webflow	Hosted backend infrastructure-as-a-service
WhyLabs	Data quality & observability
Windsurf	AI coding agents and copilots
WireMock	Automated testing
WorkOS	Authorization and identity management
Wundergraph	API gateway and usage, GraphQL tools
XetHub	ML/AI model training
Yugabyte	Managed database
Zama	Information security and cybersecurity
Zapier	Workflow automation & asynchronous processing
Zed	Text editors, IDEs and dev environments
Zerops	None
Zerve	None
Zilliz	Vector database

Plushcap, by Matt Makai. 2021-2026.