How it compares
AI models & APIs market map →Among 475 AI models & APIs products tracked by Astracia.
- Top 5% of AI models & APIs products by launches Launches tracked: #13 of 475
Others in AI models & APIs
Astracia Signal Score
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Open source Open source alternatives to Bee for Developers →
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About the startup
Bee's developer surface is live: a drop-in OpenAI-compatible /chat/completions endpoint, official Python (bee-sdk) and TypeScript (@heossi/bee) SDKs, a CLI for scripting, and a hosted MCP server for Claude, Cursor, Continue, and Zed. Point your existing OpenAI code at Bee and it works — no rewrites. Tiered models, tenant-isolated retrieval, post-quantum security paths, and base models never trained on your data. Built by HEOSSI in Singapore.
Alternatives to Bee for Developers
Browse category →Reviewed matches are labeled. Other suggestions come from a shared subcategory, use case, source listing or the same category. Compare features and current plans before choosing.
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LLMconfigurator.comFree tool to check if your GPU can run local LLMs. |
AI Model Cost CalculatorCompare LLM API prices across 26 models. Stop overpaying |
OpenRouterA router for LLMs and other AI models |
Fireworks AIUse state-of-the-art, open-source LLMs and image models at blazing fast speed, or fine-tune and deploy your own at no additional cost with Fireworks AI! |
TrueFoundry AI GatewayConnect, observe & control LLMs, MCPs, Guardrails & Prompts |
AICostNestEstimate LLM API costs for text, reasoning, RAG, agent workflows, and monthly AI product budgets. |
AgentReady.siteAI Readiness scoring platform. Scan any website and get an AI Readiness Score measuring how well it works with AI agents, LLMs, and crawlers. Free scan, 10 free tools, open-source algorithm. |
LMSpeedLLM API price and speed comparison |
Related products in AI models & APIs
Browse category →Selected by category and available use-case details. A topic match does not establish equivalent features.
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2markdown2markdown is a tool designed to convert web data into structured markdown format, tailored for Large Language Models. |
PromptmonitorTrack and optimize your brand's visibility across ChatGPT, Gemini etc. AI / LLMs |
Calcis.devKnow exactly what every LLM API call will cost before you make it. Pre-flight cost estimation for OpenAI, Anthropic, and Google models. |
Recently added in AI models & APIs
Browse category →Added to this directory in the past 30 days. Dates refer to the directory listing, not the product launch.
| Product |
|---|
BloombergGPTFinance-focused large language model |
GrowRedditTurn Reddit into a recommendation engine for LLMs and buyers. |
DaytradingbenchI gave 11 LLMs my trading strategy to see which one profits |
QwairyBoost your brand’s visibility on LLMs with Qwairy – the Generative GEO platform. |
Explore expertise in AI & Automation
See all →Profiles grouped by topic. This does not confirm an offer, availability or a connection to this profile.
| Profile |
|---|
Yuji SuzukiFreelance Engineer AI Agent Infrastructure Engineer | MCP Security · Docker Sandbox · Go Open to consulting → linkedin.com/in/yuji-suzuki-dev |
Marcel BoccatoSenior SRE & CloudOps Consultant. |
Jamie ThompsonFounder & CEO, Sprinklenet AI. |
Media about AI & Automation
See all →Shows and channels grouped by topic. A recommendation does not mean this profile was featured or endorsed.
| Show |
|---|
Exploring Language ModelsNewsletter · Maarten Grootendorst |
EpisodesNewsletter · Emily St. James |
Hit Points by Nathan BrownNewsletter · Nathan Brown |
Founder stories from AI & Automation startups
See all →Retold founder accounts from startups in the same category, each linked to the original.
| Story |
|---|
OnceHub: A Long Search for the Right Scheduling ProblemRami Goraly spent years refining the business that became OnceHub. A narrower scheduling use case created traction, and the company later expanded into qualification, customer conversations, and voice booking while remai |
Kissflow: Finding the Workflow Business Inside a Technology PlatformSuresh Sambandam's early platform struggled to turn technical capability into a strong business. Watching customers build workflows led to Kissflow, followed by a different approach to marketing, enterprise sales, and so |
Wade Foster charged $100 after building the integration a forum asked forWade Foster says Zapier's first paying customer was Mixergy's Andrew Warner, billed $100 into an unfinished beta after Wade found a stale PayPal-to-Highrise plea and then shipped Wufoo-to-AWeber instead, taking the money |
FounderPal sold strategies as one-time payments, not subscriptionsSveta Bay says Marketing Strategy Generator brought around $10,000 a month in one-time payments after a second MVP earned $60,000 in six months. Dan Kulkov later said that paid product made around $100,000 in ten months. |
Browse AI & Automation categories
See all →Subcategories in the same part of the directory, with the number of listed products.
| Category |
|---|
AI assistants & chatbots3,886 listed products |
Machine learning platforms540 listed products |
Agent builders & orchestration436 listed products |
Workflow automation & integrations394 listed products |
LLMOps & evaluation190 listed products |



