# Hono AI visibility in Open Source Commercial / OSS Infrastructure

Canonical: https://devtune.ai/verticals/open-source-commercial-oss-infrastructure/hono

[Website](https://hono.dev/)

Updated: 2026-10-18T02:50:31.053349+00:00
Prompts: 25
Runs: 6


## Platforms

- google-ai
- chatgpt-search
- bing-copilot-search
- perplexity
- google-ai-mode
- xai-search

Rank: 2
Total brands: 12
Measured responses: 150
Presence percent: 6
Share of voice percent: 15.894039735099339
Average position: 6.125
Docs presence percent: 6
Blog presence percent: 0
Brand mention percent: 18


## Profile

Overview: Hono (meaning 'flame' in Japanese) is a free, open-source web framework first committed in December 2021 by Japanese developer Yusuke Wada. Built entirely on Web Standard APIs (the Fetch API and WinterCG specification), Hono runs identically on Cloudflare Workers, Fastly Compute, Deno, Bun, Vercel, Netlify, AWS Lambda, Lambda@Edge, and Node.js without code changes. Its hono/tiny preset weighs under 14KB with zero npm dependencies. A highly optimized RegExpRouter benchmarks as the fastest router for Cloudflare Workers. Hono includes a comprehensive built-in middleware suite (CORS, JWT, auth, logging, streaming, WebSocket, JSX/SSR) and a typed RPC client. With over 28,800 GitHub stars, 297 contributors, and used by more than 75,000 repositories, it is rapidly gaining adoption as a modern, TypeScript-first alternative to Express for edge and multi-runtime deployments.
Product summary: Hono is a lightweight, ultrafast, open-source web framework built on Web Standards that enables JavaScript and TypeScript developers to write HTTP servers and APIs once and deploy them across any JavaScript runtime — including Cloudflare Workers, Deno, Bun, AWS Lambda, Vercel, Fastly Compute, and Node.js — using a familiar Express-like routing API, first-class TypeScript support, and a batteries-included middleware ecosystem.


### Key capabilities

- Ultrafast RegExpRouter compiling all routes into a single regex for O(1) matching
- Sub-14KB bundle size (hono/tiny preset) with zero npm dependencies
- Runtime-agnostic via Web Standards (Fetch API / WinterCG); same code runs on 10+ runtimes
- First-class TypeScript support with typed path parameters and RPC client (hc)
- Built-in middleware suite (CORS, JWT, Basic/Bearer Auth, Logger, Secure Headers, ETag, Streaming, WebSocket, JSX, SSG, and more)
- Zod-validator integration for request schema validation with automatic TypeScript type inference
- RPC mode enabling end-to-end type-safe API contracts between server and client
- JSX/SSR support for server-rendered HTML without requiring React
- HonoX meta-framework layer adding file-based routing and client-side hydration islands via Vite
- Multiple router strategies (RegExpRouter, SmartRouter, LinearRouter, PatternRouter) selectable per deployment context



### Target users

- Backend and full-stack JavaScript/TypeScript developers building APIs and microservices
- Developers targeting Cloudflare Workers, Deno Deploy, or other edge runtimes
- Teams migrating from Express.js seeking a modern, type-safe, multi-runtime replacement
- Serverless and FaaS developers on AWS Lambda, Vercel, or Netlify
- Open-source project maintainers building library base servers or documentation platforms
- TypeScript-first teams wanting end-to-end type safety via RPC mode and Zod validation



### Key use cases

- Building Web APIs and RESTful microservices on edge runtimes (Cloudflare Workers, AWS Lambda@Edge)
- Serverless function backends on Vercel, Netlify, AWS Lambda, and Supabase Functions
- Full-stack server-rendered applications via HonoX with Vite and JSX islands
- API layer embedded inside Next.js or other meta-frameworks
- Proxy and middleware server sitting in front of CDN or backend services
- Type-safe API servers with RPC client for TypeScript monorepos
- Documentation sites and static site generation using the SSG helper
- Internal API servers for Cloudflare platform products (D1, KV, R2)

Integrations ecosystem: Hono ships with runtime adapters for Cloudflare Workers, Cloudflare Pages, Fastly Compute, Deno, Bun, Vercel, Netlify, AWS Lambda, Lambda@Edge, Azure Functions, Google Cloud Run, Supabase Functions, Ali Function Compute, WebAssembly/WASI, and Node.js (via @hono/node-server). Built-in middleware covers Basic Auth, Bearer Auth, CORS, CSRF, JWT/JWK, Cache, Compress, ETag, Logger, Secure Headers, Streaming, WebSocket, JSX Renderer, and Static Site Generation. The @hono namespace on npm hosts official third-party middleware including @hono/zod-validator (Zod integration), @hono/graphql-server, @hono/firebase-auth, and @hono/sentry. HonoX is a Vite-based meta-framework on top of Hono adding file-based routing and SSR islands. The framework is also distributed via JSR (@hono/hono) and integrates natively with Cloudflare products including KV, D1, R2, Durable Objects, and Queues.
Pricing summary: Hono is free and open source under the MIT License. There are no paid plans, commercial licenses, support tiers, or hosted services offered by the project.
Review summary: Hono has no formal reviews on G2, Gartner Peer Insights, or similar platforms given its open-source, non-commercial nature. Developer sentiment across Hacker News, DEV Community, and technical blog posts is strongly positive. Practitioners consistently praise its performance, tiny footprint, and multi-runtime portability. Common criticism focuses on the early-stage nature of HonoX for full-stack use, the smaller plugin ecosystem compared to Express, and the need for an adapter when targeting Node.js.
Competitive positioning: Hono positions itself as a modern, Web Standards-native microframework — the 'next-generation Express' — built explicitly for multi-runtime and edge-first deployment. Unlike Express (Node.js-only, ~572KB) or Fastify (Node.js-focused), Hono runs identically on Cloudflare Workers, Deno, Bun, AWS Lambda, Vercel, Fastly Compute, and Node.js from a single codebase under 14KB. Its RegExpRouter consistently benchmarks as the fastest router for Cloudflare Workers. Where Remix and Next.js are opinionated, React-coupled full-stack frameworks, Hono is UI-agnostic and runtime-agnostic, appealing to developers who want server-side performance and portability without framework lock-in. Its RPC mode and Zod-validator integration offer end-to-end type safety that overlaps with tRPC's value proposition, but within a full HTTP routing context.
Limitations: HonoX (the full-stack meta-framework built on Hono) is described as alpha-stage and not production-recommended for large applications as of mid-2025. Node.js support requires an external adapter (@hono/node-server) and Node.js ≥ 18. Hono is UI-agnostic and intentionally provides no built-in component library or data-fetching conventions, requiring more manual setup than opinionated frameworks like Next.js or Remix. Ecosystem breadth (number of third-party plugins and community middleware) remains smaller than Express or Fastify. No commercial support tier, SLA, or enterprise offering exists. On Node.js, raw throughput benchmarks show Hono behind Fastify for pure JSON serialization workloads, though it outperforms Express consistently.


### Source urls

- https://hono.dev/docs/
- https://github.com/honojs/hono
- https://blog.cloudflare.com/the-story-of-web-framework-hono-from-the-creator-of-hono/
- https://thenewstack.io/hono-shows-the-way-for-microframeworks-in-a-post-react-world/
- https://www.npmjs.com/package/hono
- https://www.deployhq.com/guides/hono
- https://hono.dev/docs/concepts/benchmarks
- https://hono.dev/docs/middleware/third-party
- https://deepwiki.com/honojs/middleware

Reviewed at: 2026-04-28T23:18:23.065+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| cdnjs | cdnjs, the free open-source CDN service, uses Hono as its API server running on Cloudflare Workers, leveraging Hono's edge-native performance for global content delivery requests. | Not available |
| Cloudflare | Cloudflare uses Hono internally for API servers powering Cloudflare D1, Workers KV, and Workers Logs, as well as for Baselime (acquired by Cloudflare) migrating workloads to Workers. | Not available |
| Unkey | Unkey, an open-source API authentication and authorization platform, uses Hono as its API server running on Cloudflare Workers. | Not available |
| Clerk | Clerk, the user management platform, uses Hono for its API server running on Cloudflare Workers. | Not available |



### Reviews breakdown





### Review themes



#### Praised

- Ultrafast routing performance on Cloudflare Workers and edge runtimes
- Tiny bundle size (<14KB) with zero npm dependencies
- Write-once, run-anywhere multi-runtime portability
- First-class TypeScript support with literal-typed path parameters
- Familiar Express-like API reducing learning curve
- Batteries-included middleware suite covering auth, CORS, JWT, logging, streaming
- End-to-end type-safe RPC mode with hc client and Zod integration
- Active contributor community and rapid release cadence



#### Criticized

- HonoX full-stack meta-framework still in alpha stage
- Smaller third-party plugin ecosystem compared to Express or Fastify
- Node.js requires external adapter and Node ≥ 18
- UI-agnostic design requires more manual setup for full-stack apps
- No commercial support, SLA, or enterprise offering
- Lower raw JSON throughput than Fastify on pure Node.js benchmarks




### Company facts

Founded year: 2021
Hq: Not available


#### Founders

- Yusuke Wada

Employees range: Not available
Total funding: Not available
Valuation: Not available
Arr: Not available
Customer count: Not available
Status: Open Source (MIT)


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Deno | 9 | 150 | 6 | 5.96969696969697 |
| Hono | 9 | 150 | 6 | 6.125 |
| Temporal | 9 | 150 | 6 | 6.782608695652174 |
| Inngest | 9 | 150 | 6 | 7.416666666666667 |
| Bun | 6 | 150 | 4 | 6.545454545454546 |
| Astro | 6 | 150 | 4 | 6.909090909090909 |
| Fermyon | 4 | 150 | 2.666666666666667 | 3.6 |
| tRPC | 4 | 150 | 2.666666666666667 | 5.3 |
| Tauri | 3 | 150 | 2 | 6.571428571428571 |
| Remix | 2 | 150 | 1.3333333333333335 | 2 |
| Zod | 1 | 150 | 0.6666666666666667 | 1 |
| Wasmer | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai | 0 | 0 |
| chatgpt-search | 5 | 20 |
| bing-copilot-search | 0 | 0 |
| perplexity | 4 | 16 |
| google-ai-mode | 0 | 0 |
| xai-search | 0 | 0 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which modern OSS web frameworks support the most deployment targets — edge runtimes, containers, and serverless functions without major code changes? | 1 | 3 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| I'm evaluating durable workflow and background job orchestration platforms — which ones require the least infrastructure to get your first workflow running? | 3 |
| Which durable workflow platforms handle fan-out patterns well — which ones can spawn thousands of parallel child workflows and aggregate results without hitting limits? | 3 |
| Which lightweight SSR web frameworks can handle complex auth flows, middleware chains, and database access without handing off to a separate backend? | 2 |
| Which alternative JavaScript runtimes offer the best file system and native API access compared to Node.js — where do the gaps matter most for real apps? | 2 |
| Which alternative JavaScript runtimes have the best npm ecosystem compatibility — which ones let you use existing packages without frequent incompatibilities? | 2 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 1 |
| Developer Experience | 5 | 1 |
| Integrations & Ecosystem | 5 | 2 |
| Performance & Reliability | 5 | 0 |
| Setup & First Run | 5 | 1 |



## Prompt results

- Prompt text: Which lightweight SSR web frameworks can handle complex auth flows, middleware chains, and database access without handing off to a separate backend?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 4
Bing-copilot-search: Not available
Perplexity: 4
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Remix | 3 |
| Hono | 4 |
| Astro | 6 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Remix | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Hono | 4 |
| Astro | 7 |



##### Google-ai-mode





##### Xai-search




- Prompt text: Which alternative JavaScript runtimes offer the best file system and native API access compared to Node.js — where do the gaps matter most for real apps?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bun | 1 |
| Deno | 3 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Deno | 1 |
| Bun | 5 |



##### Google-ai-mode





##### Xai-search




- Prompt text: I'm evaluating durable workflow and background job orchestration platforms — which ones require the least infrastructure to get your first workflow running?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Inngest | 1 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Inngest | 1 |
| Temporal | 7 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Inngest | 3 |



##### Xai-search




- Prompt text: What commercial OSS infrastructure projects offer the best enterprise support model — which ones have reliable SLAs when the open-source community can't respond fast enough?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: What are the best edge-first web frameworks compared to traditional SSR frameworks — how do they differ on routing, data loading, and deployment experience?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Astro | 7 |



##### Google-ai-mode





##### Xai-search




- Prompt text: Which WASM-based serverless platforms have the best cold start performance compared to container-based functions — is the latency improvement meaningful for production?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Fermyon | 1 |



##### Xai-search




- Prompt text: Which alternative JavaScript runtimes have the best npm ecosystem compatibility — which ones let you use existing packages without frequent incompatibilities?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bun | 3 |
| Deno | 4 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Deno | 1 |



##### Google-ai-mode





##### Xai-search




- Prompt text: Which modern OSS web frameworks support the most deployment targets — edge runtimes, containers, and serverless functions without major code changes?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 3
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Hono | 3 |
| Astro | 7 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Astro | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Astro | 3 |



##### Xai-search




- Prompt text: What tools help evaluate the long-term sustainability of OSS infrastructure projects — how do you assess risk when the commercial company behind one pivots or gets acquired?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: Which durable workflow platforms handle fan-out patterns well — which ones can spawn thousands of parallel child workflows and aggregate results without hitting limits?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Temporal | 5 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Temporal | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Temporal | 3 |
| Inngest | 9 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Temporal | 1 |



##### Xai-search




- Prompt text: Which frameworks let you package a web app as a native desktop app using web technologies — how do they handle Windows and Linux build differences?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tauri | 9 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Tauri | 4 |



##### Google-ai-mode





##### Xai-search




- Prompt text: Which lightweight edge server-side frameworks have the fastest hot-reload and local iteration cycle — is the feedback loop noticeably better than traditional Node.js?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 3
Bing-copilot-search: Not available
Perplexity: 2
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bun | 1 |
| Hono | 3 |
| Deno | 9 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Hono | 2 |
| Bun | 3 |



##### Google-ai-mode





##### Xai-search




- Prompt text: What durable workflow platforms have the best debugging experience for failed mid-execution jobs — which ones surface errors clearly and support smart retries?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Temporal | 1 |
| Inngest | 4 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Inngest | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Inngest | 4 |



##### Xai-search




- Prompt text: What are the real limitations of WebAssembly runtimes for server workloads — which types of applications are not a good fit for WASM-based deployment?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: What are the best type-safe end-to-end API frameworks for TypeScript — which ones give you autocomplete and validation across the stack with minimal boilerplate?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 1
Bing-copilot-search: Not available
Perplexity: 8
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Hono | 1 |
| tRPC | 5 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| tRPC | 1 |
| Hono | 8 |



##### Google-ai-mode





##### Xai-search




- Prompt text: Which type-safe API frameworks integrate best with popular frontend data-fetching libraries — which ones give you full end-to-end type safety without extra code generation?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 3
Bing-copilot-search: Not available
Perplexity: 3
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| tRPC | 2 |
| Hono | 3 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Hono | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| tRPC | 3 |



##### Xai-search




- Prompt text: Which durable workflow platforms perform best under high throughput — which ones scale past the bottlenecks when you need thousands of workflow executions per second?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Temporal | 4 |
| Inngest | 12 |



##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Temporal | 2 |



##### Xai-search




- Prompt text: What WASM runtimes support deploying serverless functions in production — which platforms cover the full path from writing a function to running it at the edge?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Fermyon | 6 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Fermyon | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Fermyon | 3 |



##### Xai-search




- Prompt text: Which modern alternative JavaScript runtimes are actually faster than Node.js for HTTP server workloads — what do realistic benchmarks show?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bun | 10 |



##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: Which schema validation libraries work well across both frontend forms and backend API validation — which ones let you share schemas without duplication?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Zod | 1 |



##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: What are the best JavaScript runtimes for migrating an existing Node.js app — which ones have the fewest compatibility gotchas on day one?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Deno | 4 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Deno | 1 |



##### Google-ai-mode





##### Xai-search




- Prompt text: Which lightweight JS runtimes have the best memory efficiency compared to Node.js — does the difference matter enough for cost optimization in containerized deployments?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: I'm evaluating web-based desktop app frameworks versus native UI toolkits — which ones get closest to native performance and OS integration?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tauri | 1 |



##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: Which durable workflow platforms integrate best with event-driven architectures — which ones let you trigger workflows from message queues and publish results back to a stream?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Temporal | 9 |



##### Bing-copilot-search





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Inngest | 3 |



##### Xai-search




- Prompt text: Which alternative JavaScript runtimes have the most mature ecosystems — which ones have production-ready database drivers, ORMs, and observability libraries?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Bing-copilot-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Deno | 2 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Deno | 6 |



##### Google-ai-mode





##### Xai-search







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://hono.dev/docs/guides/rpc | RPC | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 12 | 12 |
| https://hono.dev/docs/concepts/stacks | Hono Stacks - Hono | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 9 | 9 |
| https://hono.dev/docs | Hono - Web framework built on Web Standards | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 7 | 7 |
| https://hono.dev/docs/guides/middleware | Middleware | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 3 | 3 |
| https://hono.dev/docs/middleware/third-party | Third-party Middleware | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 1 | 1 |
| https://hono.dev/docs/getting-started/cloudflare-pages | Cloudflare Pages - Hono | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 1 | 1 |
| https://hono.dev/docs/concepts/web-standard | Web Standards | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 1 | 1 |
| https://hono.dev/docs/getting-started/bun | Bun | hono.dev | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/a7d02296-527f-4b7f-aaa8-a828720cb49b/8d6a801dfb8c77e6e3b12cc1dd6d6eafbe56ede3.png | commercial | documentation | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which schema validation libraries work well across both frontend forms and backend API validation — which ones let you share schemas without duplication? | google-ai | Backend API Integration: Supported natively or via plugins by almost every major TypeScript backend framework (e.g., tRPC, Fastify, Hono, Express middlewares). |
| I'm evaluating durable workflow and background job orchestration platforms — which ones require the least infrastructure to get your first workflow running? | google-ai | Your steps are written as standard code inside your existing web framework (Next.js, Express, Hono, FastAPI, etc.). Upstash manages the state machine and calls your endpoints step-by-step. |
| Which alternative JavaScript runtimes have the best npm ecosystem compatibility — which ones let you use existing packages without frequent incompatibilities? | google-ai | Compatibility Rate: Roughly 98% for standard web frameworks (Express, Fastify, Next.js, Hono) and common utility packages. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| chatgpt-search | Inngest | # Durable workflow platforms ranked by infrastructure required If your priority is getting a first durable workflow running with the fewest infrastructure decisions, I'd start with Inngest, Trigger.dev, and a managed cloud workflow service. |
| perplexity | Inngest | Inngest — especially light for background jobs in an existing app: its SDK is designed to run on serverless platforms without extra servers or state infrastructure. |
| google-ai-mode | Inngest | Near-Zero Infrastructure (Managed Control Plane + App-Hosted Executions) * * Inngest * Infrastructure Required: Just an HTTP endpoint on your existing web service. |
| bing-copilot-search | Temporal | The most capable durable workflow platforms for large-scale fan‑out/fan‑in are Temporal and Azure Durable Functions, both of which natively support spawning thousands of child workflows and aggregating results. |
| perplexity | Temporal | Temporal handles large fan-outs well with careful chunking or a sliding window, but its own guidance says not to put thousands of children under one parent. |
| google-ai-mode | Temporal | ...ously launch and track 10,000 children in its own local event history or state array, most traditional orchestrators will choke, hit memory limits, or exceed event history thresholds (e.g., Temporal's soft/hard limits on history events per workflow run). |
| chatgpt-search | Remix | Route ModuleMiddlewarereact-router/docs/explanation/sessions-and-cookies.md at main · remix-run/react-router Best for: complex authorization, nested protected routes, and React applications with server-first data flows. |
| bing-copilot-search | Remix | ...eware chains, and database access without requiring a separate backend layer: ### 🚀 Modern SSR & Full-Stack Frameworks * Remix(JavaScript/TypeScript) * Fully-stacked: routing, middleware, sessions, authentication, and database integrations. |
| chatgpt-search | Bun | The main alternatives worth comparing are Bun, Deno, and WinterJS, plus embedded runtimes such as QuickJS when you need to integrate JavaScript into a native application. |
| chatgpt-search | Deno | The main alternatives worth comparing are Bun, Deno, and WinterJS, plus embedded runtimes such as QuickJS when you need to integrate JavaScript into a native application. |
| perplexity | Deno | ## Short answer Deno is the strongest alternative when you want controlled filesystem access and a clear path to native code. |
| chatgpt-search | Bun | If your main goal is to run existing npm packages without constantly running into compatibility problems, Bun and Deno are the main alternatives to Node.js worth comparing, but neither is a perfect drop-in replacement. |



## Trend

Visibility delta: 4.533333333333332
Avg position delta: 1.625
Citation count delta: 20