My Stack0+ Submit ToolFreshly added and re-verified AI tools, open-weight checkpoints, and GGUF quantizations audited by the Stactora engineering desk.
/ai/[slug] page.
Pika is an AI creative platform for video, images and audio. Create product ads, reusable characters, music and voiceovers with leading AI models in one place.
Audited under Stactora Featured Plan. Verified architecture and hardware profile.
Test deployment capabilities for Pika.
Published to the live Stactora directory.
Create images, videos, and voice content with Higgsfield AI from text prompts or references. Edit and upscale media, automate creative workflows with its AI agent, and generate content on web and mobile.
Audited under Stactora Verified Plan. Verified architecture and hardware profile.
Test deployment capabilities for Higgsfield AI — AI.
Published to the live Stactora directory.
Access to Krea 2 Raw is gated. Please provide the information below and agree to the license to request access.
Audited in Stactora CMS. Architecture verified with 12.8B parameters.
Offical skills to improve prompt writing: [skills on github](https://github.com/MiniMax-AI/MiniMax-H3/tree/main/skills)
Audited in Stactora CMS. Architecture verified with 33.1B parameters.
A cinematic tracking shot through a bioluminescent forest with cascading waterfalls at dusk, 4k ultra-detailed.
Fluid, temporally consistent cinematic video sequence with natural lighting dynamics.
XHToken's state-of-the-art 1.7B on-device reasoning and coding model. Features a 1M token context length, configurable thinking effort modes (none/low/high), and outsized performance on SWE-bench and autonomous planning.
The undisputed champion of 1.7B on-device reasoning. Having a controllable thinking budget (none/low/high) plus a 1M token context under Apache 2.0 makes it the best lightweight agent brain available.
Analyze this 20-file repo trace, identify the race condition, and output a minimal patch.
Step-by-step thinking trace followed by precise diff patch.
User guide · 中文用户指南 · ComfyUI
Audited in Stactora CMS. Architecture verified with 5.1B parameters.
A wide view of a refrigerator beside a kitchen counter with a fruit bowl and a sticky note.
Photorealistic generative composition with clear embedded typography.
Open-weight foundation model by briaai on Hugging Face Hub with 1,554 30-day downloads and 186 likes.
Audited in Stactora CMS. Architecture verified with 8.1B parameters.
DiffuSpace's breakthrough Diffusion Language Model (dLLM). Replaces traditional autoregressive token generation with parallel block diffusion denoising across 35B MoE parameters (3B active), shattering SWE-bench Verified coding tasks.
The first true demonstration that diffusion language models can beat autoregressive models on real SWE-bench coding. Parallel denoising means complete code functions appear in bursts rather than token-by-token trickles.
Synthesize an entire concurrent network driver in Rust with memory-safe buffer management.
Parallel-generated Rust implementation verified through multi-token diffusion steps.
Edge0's ultra-realistic 601M parameter open-weight Text-to-Speech and zero-shot voice cloning model. Bundles an integrated 44.1kHz neural audio codec and 23-language multilingual synthesis under Apache 2.0.
One of the cleanest sub-1B TTS engines in the open-source ecosystem. Bundles its own 44.1kHz neural codec, clones voices in 3 seconds, and runs on literally any 2GB laptop GPU under Apache 2.0.
Clone this 5-second speaker reference and synthesize technical documentation narration.
Studio-grade 44.1kHz stereo audio stream with accurate speaker timbre and cadence.
Apex Intelligence's 35B MoE language model trained via recursive automated AI research agents. Specialized in computational science, robotics simulation, Claude Code agent workflows, and deep scientific reasoning.
Trained by AI agents to perform AI and scientific research. Because only 3B parameters are active per token, it runs like a 3B model while delivering the deep reasoning depth of a 35B architecture on 16GB GPUs.
Formulate a robotics trajectory optimization algorithm with obstacle avoidance constraints.
Rigorous mathematical formulation with typed Python simulation code.
GrootTeam's native multimodal vision-language Mixture-of-Experts model. Packs 19B total parameters activating only 3B per token, delivering 256K context visual reasoning, image understanding, and tool execution on consumer GPUs.
The sweet-spot vision-language model for 12GB and 16GB GPUs. Activating only 3B parameters per token gives you lightning-fast chart and UI analysis without the latency hit of dense vision models.
Inspect this architecture blueprint and financial chart; verify structural data points.
Comprehensive visual analysis with extracted data tables and logic verification.
Speridlabs' open-source 3D Diffusion Transformer (3D-DiT). Converts single photos into dense 3D Gaussian Splats (up to 1,048,576 Gaussians) outputting standard .ply files under an Apache 2.0 license.
The most practical open-weight 3D Gaussian generator today. Requiring only ~7.2 GB VRAM under Apache 2.0 makes high-fidelity 3D spatial generation accessible on standard laptops and desktops.
Generate a dense 3D Gaussian Splat from an isolated product photograph.
Exported 1,048,576 Gaussian splat .ply asset ready for web viewers and game engines.
SenseTime's 27B code-driven video synthesis model. Generates kinetic typography, data charts, and animations by producing and executing code with a 512K context window under Apache 2.0.
A brilliant paradigm shift in AI video: instead of hallucinating blurry pixels, it writes code that renders pixel-perfect animations. Every single frame is mathematically crisp, fully inspectable, and editable line-by-line.
Generate a dynamic 30-second kinetic typography and data visualization animation showcasing market trends.
Full executable code spec with timed motion keyframes and contact sheet verification.
A 2.5B parameter consumer-friendly DiT designed to run on 8GB–10GB consumer GPUs with fast generation times and solid composition.
The 8GB sweet spot for SD3.5. Fast and competent, though FLUX.1 Schnell at FP8 still edges it out in overall aesthetic appeal.
A retro-futuristic camera sitting on an oak table in warm morning sunlight.
A clean 1024x1024 photographic composition with tactile wooden grain textures and brass dials.
Stability AI's 8.1B parameter Multimodal Diffusion Transformer (MMDiT). Offers photorealism, typography rendering, and diverse prompt adherence.
Outstanding typography rendering and lighting. Free for individuals and startups earning under $1M/yr, but FLUX Schnell carries cleaner Apache 2.0.
A cinematic neon sign reading 'STACTORA' glowing on a wet cyberpunk street corner with sharp reflection pools.
An 8K photorealistic render accurately spelling STACTORA in glowing neon tubes with authentic bokeh.
Nanbeige's flagship 33B dense language and coding model with a 512K context window. Engineered specifically for agentic terminal workflows, SWE-bench engineering, and professional enterprise co-work under Apache 2.0.
A serious alternative to Qwen2.5-Coder-32B built specifically for autonomous agents that run terminal commands and refactor full repos. If you run SWE-bench agents on a 24GB card, this is a top-tier driver.
Diagnose this failing CI pipeline across 4 microservices and execute terminal fixes.
Step-by-step reasoning trace with verified terminal commands and patch files.
Tencent's frontier 13B dual-stream diffusion transformer for video generation. Produces photorealistic 720p/1080p cinematic video rivaling proprietary models under Apache 2.0.
The Sora of open source. If you have an RTX 4090 or A6000, the video fidelity destroys everything else on the open market under Apache 2.0.
A macro shot of a chameleon's eye rotating and focusing on a dewdrop on a tropical leaf.
A photorealistic 1080p video sequence showing microscopic iris contraction and translucent dew reflections.
State-of-the-art cinematic motion video generator capable of 1080p full HD scenes, physics simulations, and expressive character motion.
The most realistic motion dynamics in the commercial AI video space. Gives Runway and Sora a serious run for their money at a fraction of the cost.
Drone shot following a classic sports car drifting along a rainy mountain pass at sunset, cinematic lighting, 4K.
High-frame-rate MP4 video with realistic water spray and lens flares.
Mistral's edge-computing champion with a 128K context window and interleaved sliding window attention, designed for sub-second agentic decision loops.
Phenomenal edge latency and tool calling accuracy, but restricted by Mistral's research license for production commercial SaaS.
Decide whether to execute tool get_weather or search_flights based on query: 'Flight to Boston tomorrow morning'.
A structured tool-call payload targeting search_flights with destination 'BOS' and departure date.
Agentic AI code editor with Cascade flow. Deeply indexes codebases, navigates multi-file refactors, and synchronizes linter errors in real time.
The most serious direct contender to Cursor. Cascade's deep integration across terminal output and file diffs is genuinely impressive at $15/mo.
Audit this repository for SQL injection vulnerabilities and refactor database queries to use prepared statements.
Systematic multi-file diff applying parametrized queries across 8 repository files.
The flagship 671B total / 37B active Mixture-of-Experts foundation model with Multi-head Latent Attention (MLA), matching closed frontier models under MIT license.
The biggest open-weight breakthrough in history. If you have 64GB-128GB unified memory or a dual-GPU node, it replaces your entire cloud API bill under MIT.
Analyze the architectural latency trade-offs between Multi-Head Attention and Multi-head Latent Attention (MLA).
A rigorous mathematical analysis comparing KV-cache memory consumption and matrix compression ratios.
No-code full-stack AI web app builder. Generates working Supabase backends, React frontends, auth flows, and GitHub PRs directly from chat conversations.
The most capable full-stack builder available for shipping production-ready web apps without boilerplate. You own the exported GitHub code.
Build an Airbnb clone for pet sitters with booking calendar and Stripe checkout.
Working React application connected to Supabase with real-time bookings table.
Liquid AI's Liquid Foundation Model (LFM3) built from first principles with gated convolutions and dynamical systems. Delivers frontier-grade tool calling and agent reasoning with a 256K context at minimal memory footprint.
The most promising post-transformer architecture on the market. If you are building local agent loops that call tools continuously, LFM3 gives you 120+ tokens/sec on almost no VRAM with a 256K context.
Coordinate a 3-agent research synthesis with structured tool schema execution.
Accurate function calling payload with verified parameter validation.
Vercel's generative UI builder. Turns natural language prompts into accessible React components, Tailwind CSS styling, and shadcn/ui layouts with 1-click deploy.
The absolute gold standard for scaffolding React and Tailwind UI components. Eliminates hours of CSS tweaking.
Create a modern dark-mode analytics dashboard with revenue charts and user breakdown.
Full React component using Tailwind CSS, Lucide icons, and Recharts.
Autonomous AI agents connected to 7,000+ business applications. Automates customer support triage, CRM lead qualification, and cross-app workflows with natural language rules.
The simplest way for a business to deploy AI agents that actually take actions across multiple web tools. If you don't want to self-host n8n, this is the answer.
When a customer submits a high-value support ticket in Zendesk, summarize the issue in Slack and draft a personalized response in Gmail.
Autonomous agent execution monitoring incoming Zendesk webhooks and triggering Slack alerts.
State-of-the-art AI image generator renowned for flawless typography, legible text inside imagery, and graphic design logos.
The undisputed king of AI typography. When your prompt has words that must be spelled right, Midjourney fails and Ideogram nails it every time.
Vintage craft brewery logo with bold typography reading 'GOLDEN HORIZON BREWING CO.' on a dark textured background.
Perfect circular vector-style emblem with crisp, legible serif lettering.
Generates polished, interactive slide presentations, documents, and web pages from text prompts in 30 seconds with responsive layouts.
Takes the misery out of building pitch decks and weekly client presentations. What used to take half a day takes 4 minutes in Gamma.
Create an executive pitch deck for a B2B cybersecurity startup raising a Series A.
Interactive 10-card deck with market size, competition matrix, and financial projection slides.
Beginner-friendly visual design and AI generation suite. Generates social media posts, presentations, and product photography with 1-click resize and vector exports.
If you don't know Photoshop or ComfyUI, Canva Magic Studio gets you 90% of the way to agency-grade social graphics in 5 minutes.
Create an Instagram carousel announcement for a summer coffee launch.
Multi-slide branded carousel with editable text, photo filters, and color palette.
The most widely used AI assistant, spanning writing, research, file analysis, image generation, and voice across consumer and enterprise tiers.
If you only pay for one AI subscription, this is it. Everything else is either a supplement or a self-hosting hobby.
Compare current approaches to retrieval-augmented generation.
Illustrative research task; no live web research is performed.
Real-time 2B spatial-temporal video DiT capable of generating 24fps high-resolution video in under 15 seconds on consumer GPUs under Apache 2.0.
Generates 24fps video in seconds instead of minutes. On an 8GB card, it feels like magic compared to the painful wait times of older video models.
A golden retriever running through autumn leaves in slow motion.
A 24fps video sequence rendered in under 18 seconds with smooth fur movement and flying leaves.
Anthropic's assistant, known for long-document reasoning, nuanced writing, and coding, with context windows up to 1M tokens on higher tiers.
The only consumer assistant with a real 1M context that works. If you read 200+ page documents, this is the one. Otherwise, ChatGPT's ecosystem wins.
Summarise a 400-page technical document with section-level citations.
Illustrative long-context task; not executed here.
Industry-leading AI video platform for creating photorealistic talking head avatars, corporate training videos, and automated multi-language video dubbing.
Saves thousands of dollars on cameras, studio lights, and actors. The lip-sync translation feature alone pays for itself if you sell internationally.
Generate a 60-second product onboarding video with a professional female avatar speaking English, translated into Spanish.
Full 1080p video with natural mouth movements and Spanish voiceover.
Google's multimodal assistant with deep integration into Gmail, Docs, Sheets, and Drive, plus consumer and Workspace pricing tiers.
If you live in Google Workspace, Gemini saves real hours. If you don't, it's just a slightly cheaper ChatGPT.
Draft a project brief from this Drive folder and email the summary.
Illustrative Workspace task; not executed here.
Google's 100% Free AI research assistant with citation-backed document grounding and viral two-host Deep Dive audio podcast generation.
The best free research tool on the internet. Strict citation grounding makes hallucinations virtually impossible, and the audio overview feature is revolutionary.
Upload 5 scientific PDF papers on CRISPR gene editing and ask for contradictions between them.
Structured synthesis comparing study methodologies with clickable direct citations.
Ultra-compact on-device language model trained on 11 trillion tokens by Hugging Face. Runs at 120+ tokens/sec on CPU or 2GB VRAM with Apache 2.0.
The best sub-2B model in the world. Ideal for edge IoT, Raspberry Pis, and instant regex/JSON extraction at 120+ tok/s on CPU.
Extract customer name, order ID, and refund reason into clean JSON from this email.
A structured JSON object with parsed customer fields and zero markdown conversational filler.
OpenAI's cinematic text-to-video model, available through ChatGPT Plus and Pro tiers, with the highest visual fidelity in the current market.
Best-in-class fidelity, but no standalone API, geoblocked in many regions, and queue times can be brutal. Wait for the API before building on it.
A slow dolly through a bioluminescent forest at night.
Illustrative video prompt; not rendered here.
Ultra-compact 3B open-weight model engineered for on-device summarization, instruction following, and local agent tasks on phones and 4GB laptops.
The best lightweight model in existence for laptops with integrated graphics. At 2.3GB VRAM it runs on practically any machine at 70+ tok/s for zero dollars.
Extract all action items, assignees, and deadlines from this meeting transcript into JSON.
Valid JSON schema with cleanly parsed tasks and dates.
An AI-first code editor with repository context, agent workflows, and selectable model providers. The dominant AI-native IDE by revenue.
It's a wrapper — you're paying $20/mo for orchestration on top of GPT/Claude. Only worth it if it saves you 1+ hour per week. Otherwise, self-host Qwen2.5-Coder-32B.
Refactor this module into smaller typed functions and add tests.
A proposed refactor plan with file-level edits and test suggestions.
IBM's flagship enterprise open-weight model with 128K context, trained under strict copyright curation and released with full Apache 2.0 licensing and IP indemnity.
Built specifically for enterprise legal departments terrified of training data copyright lawsuits. Solid RAG performance with true Apache 2.0.
Draft an enterprise compliance policy for data classification across Confidential, Internal, and Public.
A formal compliance document with handling procedures, access controls, and retention schedules.
OpenAI's latest optimized automatic speech recognition (ASR) model. Delivers 8x faster transcription with near-zero word error rate under MIT license.
The absolute undisputed king of speech-to-text. 8x faster than before, runs in 4GB VRAM, and carries a pure MIT license. Stop paying for Whisper APIs.
Transcribe an hour-long multi-speaker meeting with timestamps and punctuation.
A precise JSON transcript with segment timestamps, speaker pauses, and accurate casing.
A research-oriented AI search product that synthesises information and provides inline citations from live web results.
ChatGPT now has web search + citations built in. Perplexity's edge is narrowing fast — save the $20 unless you specifically want its source-first UX.
Compare current approaches to retrieval-augmented generation.
Illustrative research task; no live web research is performed.
Microsoft's synthetic-data trained 14B reasoning powerhouse. Outperforms many 70B models on math, STEM logic, and structured evaluation under MIT license.
A synthetic data triumph. If you need math, logic, or STEM reasoning on a 12GB card, Phi-4 crushes models twice its size under a pure MIT license.
Prove by mathematical induction that 1 + 2 + ... + n = n(n + 1)/2 for all natural numbers n.
A formal mathematical proof establishing the base case n=1 and the inductive step k -> k+1.
The most widely deployed AI coding assistant, embedded across VS Code, JetBrains, and GitHub itself with multi-model routing.
Cheaper than Cursor, but the agentic workflow is still behind. If you're on GitHub Enterprise already it's a no-brainer — otherwise, look at Cursor first.
Review this pull request for null-safety issues.
Illustrative review task; not executed here.
Alibaba's 72B general-purpose open-weight titan with 128K context. Ranked top 3 globally across all open foundation models with Apache 2.0 licensing.
The most powerful general-purpose Apache 2.0 model on earth. If you have 48GB VRAM or a 64GB Mac, it out-reasons Llama 3.3 without legal strings.
Analyze the geopolitical implications of rare earth mineral export restrictions on semiconductor supply chains.
A multi-dimensional economic and diplomatic analysis examining processing bottlenecks and alternative refining technologies.
A hosted generative video workflow for creating and iterating on cinematic clips, with strong creative controls and a credit-based model.
The pro-grade video standard. Credits burn fast — budget for 3-5x your initial estimate. Sora is better fidelity but less controllable.
A wide tracking shot of a lone explorer crossing a windswept salt flat.
Illustrative video prompt; this page does not generate video.
State-of-the-art 7B code LLM rivaling older 34B models. Fits on virtually any 6GB–8GB GPU with 128K context and Apache 2.0 licensing.
The absolute king of 8GB GPUs for coding. It beats models four times its size, runs at 80 tok/s on an RTX 3060, and carries Apache 2.0.
Write a SQL migration script to add soft deletes and index created_at on user tables.
A PostgreSQL migration script adding deleted_at TIMESTAMP WITH TIME ZONE and a partial index.
A hosted image-generation platform known for distinctive art direction and photorealistic output, with no standard free tier.
Still the best art-direction default in the industry — but only if you pay. FLUX Schnell at 8GB VRAM is 80% of the way there for free.
A brutalist library carved into a cliff at golden hour.
Illustrative image prompt; this page does not render images.
A lightweight Mixture-of-Experts coding model with 16B total parameters and 2.4B active. Supports 338 programming languages and a 128K context window.
The best sub-16GB open coding model for multi-language repos. Blazing fast at 60 tok/s on an RTX 4070.
Build a concurrent WebSocket proxy in Rust with channel reconnection logic and integration tests.
A structured Rust module implementing Tokio broadcast channels and graceful client disconnection handling.
A fast text-to-image model variant with an Apache 2.0 license, designed for rapid iteration and local ComfyUI workflows.
Apache 2.0 + 8GB minimum + fast enough for real iteration is the open image sweet spot right now. FP8 quality beats most hosted alternatives at low cost.
Editorial still life of a glass sculpture in hard morning light.
Illustrative image prompt; this page does not render images.
Open-source 3D video diffusion transformer with 3D VAE and expert transformer blocks, generating 720p 6-second cinematic video clips under Apache 2.0.
A landmark in open video generation. Wan 2.2 is easier on low VRAM, but CogVideoX-5B has exceptional motion fluidity on 24GB rigs.
A drone shot flying through a waterfall into a lush hidden cave at sunset.
A 6-second 720p video sequence showing mist particles and gradual exposure transition into the cavern.
World-leading open mathematical reasoning model, scoring over 85% on MATH benchmarks. Specialized for scientific computation, equations, and formal proofs.
The absolute gold standard for mathematical precision in the open ecosystem. Don't use it for chat — use it for proofs and numeric analysis.
Find all integers n such that n^4 + 4 is a prime number, with full proof.
A formal Sophie Germain identity factorization showing n=1 is the only valid solution.
A voice AI platform for text-to-speech, voice workflows, and audio production, with a free tier and developer API.
If you need premium voices, this is the default. Kokoro-82M is 60% of the quality for free — the gap is voice cloning and language coverage.
Narrate a short product introduction in a calm, clear voice.
Illustrative prompt only; no audio is produced by this page.
Flagship 70B agentic foundation model by Nous Research. Excels at long-form agent execution, complex JSON schemas, and nuanced judgment with 128K context.
If you have a 48GB workstation or 64GB Mac, this is the most capable, least constrained 70B model you can run for autonomous workflows.
Draft a comprehensive RFC for a distributed event bus with idempotent consumer guarantees.
A formal 5-section RFC complete with architecture diagrams, failure modes, and message delivery contracts.
State-of-the-art generalist instruction and roleplay model by Nous Research. Superb function calling, code generation, and multi-turn planning.
The best community fine-tune of Llama 3.1 8B. Highly steerable, great at structured tool calling, and free of annoying canned refusals.
Plan a 5-step automated penetration test checklist for an OAuth 2.0 authorization code flow with PKCE.
A tactical security audit checklist testing token leakage, replay attacks, and state CSRF validation.
Meta's reliable 70B dense model for serious reasoning, long-form work, and agentic pipelines that need dependable instruction following.
70B capability at 40GB VRAM cost — only worth it if you already own two 24GB cards or a 48GB workstation. Skip on single-GPU rigs.
Design a multi-step research workflow with verification checkpoints.
Illustrative agent workflow prompt; not executed here.
A browser-based environment for prompting, building, and iterating on full-stack web applications without local setup.
Great demo, real prototype — but production code from Bolt still needs serious cleanup. Use Cursor or Claude for anything you'll maintain.
Build a responsive pricing page with accessible form validation.
Illustrative task description; no project is generated here.
An open-source 6.8B parameter text-to-image diffusion transformer model by fal.ai, released under Apache 2.0 with linear attention and fast inference.
A very clean, royalty-free Apache 2.0 DiT. If you dislike Stability's license terms and need an alternative to FLUX, AuraFlow is a real option.
Abstract architectural composition of intersecting glass planes in desert haze.
A sharp geometric rendering featuring realistic atmospheric refraction and minimalist shadows.
A distilled reasoning model that preserves chain-of-thought behaviour in a size that fits on a 24 GB GPU at 4-bit.
MIT license + real reasoning traces + fits in 24GB is a rare combo. Watch token burn — reasoning uses 3-5x more output tokens than a normal model.
Explain the trade-offs between RAG and long-context retrieval for a 200K-token corpus.
Illustrative reasoning prompt; not executed here.
Meta's ubiquitous 8B foundation workhorse with 128K context, multilingual capabilities, and massive tool-calling ecosystem support.
Still the most integrated small model on earth. Every framework, agent library, and tutorial supports Llama 3.1 8B out of the box.
Summarize the key events leading to the 1904 Entente Cordiale in three concise paragraphs.
A structured historical summary examining colonial rivalries, Fashoda, and diplomatic reconciliation.
