Momentum
Rising startups →- Launches
- Growth
- Product
- Hiring & team
- Money
- News & stories
- Launches Twigg on Show HN
- Rising Twigg launched on 2 platforms in 30 days
- Launches Twigg launched on Product Hunt
How it compares
AI models & APIs market map →Among 474 AI models & APIs products tracked by Astracia.
- Top 1% of AI models & APIs products by launches Launches tracked: #2 of 474
Similar products
Astracia Signal Score
Compare with similar →Not enough public signals for a score yet. Missing signals are not a sign of weakness.
Built with
All tools →Open source Open source alternatives to Twigg →
Connections
Sign in to followNo public connections on record yet.
About the startup
Twigg is a stateful API for calling LLMs. Instead of rebuilding and resending your whole conversation on every request, you create a chat once and send only the next event. Twigg holds the state: it fits context to the target model's schema, compacts or truncates when it runs long, and routes the call. Control tool schemas, system prompts and context windows from the dashboard, and track usage and billing. Build anything from personal agents to enterprise apps. You never manage context again.
Alternatives to Twigg
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.
| Product |
|---|
LLMTEXTReduce hallucinations in Cursor, Claude, and other LLMs |
LLM APIFree LLM API: 100+ models, one single interface, and smart cost-aware analytics |
llmstockLLM(Large language model) agent for stocks and AIGC playground.(Chat bot, image) |
LLM API Pricing CalculatorCalculate and compare the cost of using LLM APIs for free |
LLMPriceCompare LLM API pricing and calculate monthly costs |
RefineTrain AIAI agents rewriting & optimising your internal documentation for LLMs |
CVRON API HUBFree AI & LLM APIs without API keys or credit cards |
LiteLLMCall every LLM API like it's OpenAI [100+ 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.
| Product |
|---|
GenaihubThe directory of AI agents, LLMs, MCP servers & tools |
SeasAGIOpen-source: Local LLM API Intelligent Gateway |
QueryTrace llms.txt GeneratorGenerate a real llms.txt file for any site |
LLMs.txt GeneratorBuild a curated, spec-valid llms.txt from your website |
APIGOTOA unified LLM API gateway for AI apps and agent workflows |
QueryTrace llms.txt CheckerDoes your site have an llms.txt file? |
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 |
|---|
dragosrAutonomous Carbon Based LLM with 42 years of tuning on Information Attack and Defense. |
johnSonder.bsky.socialA Cabbage of a Man. |
John BerrymanLLM consulting @ https://arcturus-labs.com/ |
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 |
|---|
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 & chatbots3,871 listed products |
Machine learning platforms540 listed products |
Agent builders & orchestration435 listed products |
Workflow automation & integrations393 listed products |
LLMOps & evaluation189 listed products |