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Rising startups →- Launches
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- Launches onPanda launched on Product Hunt
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
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Astracia Signal Score
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Open source Open source alternatives to onPanda →
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About the startup
onPanda is an open-source interface for inspecting and steering LLMs and agents at the token level. Select a generated token, inspect alternatives, replace it or edit freely, then continue generation from that point. Branch generations, inspect reasoning and tool calls, and annotate model and agent trajectories in one interactive workspace.
Alternatives to onPanda
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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LLMTEXTReduce hallucinations in Cursor, Claude, and other LLMs |
ChromeAI Gemini ChatbotRun Chrome built-in large language model AI locally in your browser. |
Horay.aiUnlock your AI Creativity with Horay.ai |
OllamaFor Apple users: Ollama runs large language models locally o |
tweet.mdConvert X posts to clean Markdown for LLMs and research |
LexfiFor AI agents and analysts: Lexfi connects LLMs to financial |
PastybaraA copy/paste companion for coding with LLMs |
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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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.
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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 |
|---|
AI with SuryaHi, I’m Surya! |
Sabrina Ramonov 🍄My mission is to teach 10 million people AI, for free. |
Sam WitteveenHI my name is Sam Witteveen, I have worked with Deep Learning since 2014 and with Transformers and LLM since 2018. |
Media about AI & Automation
See all →Shows and channels grouped by topic. A recommendation does not mean this profile was featured or endorsed.
| Show |
|---|
Nate Herk | AI AutomationYouTube · 1.0M subscribers |
Automation-TribeYouTube · 15K subscribers |
Elvito | AI Automation and toolsYouTube · 1K subscribers |
Founder stories from AI & Automation startups
See all →Retold founder accounts from startups in the same category, each linked to the original.
| Story |
|---|
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. |
Prompt Genie shipped on a Friday and called 30 days five figures, not MRRKushank Aggarwal says a Carrd-and-PickAxe ChatGPT prompt generator went from idea to first paid user in four days and to five-figure revenue in 30 days via organic TikTok and Instagram, then slowed with wrapper-like chur |
Integromat's 2019 review counted users, not a $107 million saleIntegromat's February 2020 year-in-review, the assigned company original for Ondrej Gazda's Make story, reports 77,000 users at the end of 2018 and 205,000 at the end of 2019, with paying users tripling; those are adopti |
Browse AI & Automation categories
See all →Subcategories in the same part of the directory, with the number of listed products.
| Category |
|---|
AI assistants & chatbots3,885 listed products |
Machine learning platforms540 listed products |
Agent builders & orchestration436 listed products |
Workflow automation & integrations394 listed products |
LLMOps & evaluation190 listed products |

