Alternatives to Meta Model API

Compare Meta Model API alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Meta Model API in 2026. Compare features, ratings, user reviews, pricing, and more from Meta Model API competitors and alternatives in order to make an informed decision for your business.

  • 1
    Muse Spark 1.1
    Muse Spark 1.1 is a multimodal reasoning model from Meta Superintelligence Labs built for agentic tasks, coding, computer use, tool use, and multimodal understanding. The model improves on the original Muse Spark with stronger performance in planning, orchestration, long-context work, coding workflows, and external app interactions. Muse Spark 1.1 can manage a 1 million token context window, remember earlier actions, retrieve important information, compact context, and delegate tasks across parallel subagents. It is designed to operate across tools, MCP servers, custom skills, browsers, native apps, scripts, images, video, PDFs, and audio-based workflows. Developers can access Muse Spark 1.1 through the new Meta Model API public preview, while users can try it in Thinking mode in the Meta AI app and on meta.ai.
    Starting Price: $1.25 per 1M tokens (input)
  • 2
    Muse Spark 1.2
    Muse Spark 1.2 is Meta’s coding-focused model update designed to power Muse Code and improve software engineering workflows. The model is built for code generation, complex debugging, codebase understanding, long-horizon development tasks, and end-to-end developer workflows. Muse Spark 1.2 was co-trained with Muse Code to improve performance inside the terminal coding agent environment. It supports planning, goal conditioning, context compaction, subagent coordination, and iterative coding workflows across large repositories. The model was trained with expanded coding compute, diverse development environments, self-improvement loops, and long-running engineering tasks. Built for AI developers and software teams, Muse Spark 1.2 helps agents plan, write, validate, debug, and optimize code with greater autonomy.
    Starting Price: $1.25 per 1M tokens (input)
  • 3
    Muse Code
    Muse Code is Meta’s terminal coding agent, powered by Muse Spark 1.2, for handling complex software engineering tasks across large repositories. The agent can plan changes, write code, validate results, and coordinate multiple persistent subagents during development sessions. Muse Code uses async background agents that stay active throughout a session to reduce repeated information gathering and help complete multi-step tasks with less steering. Its runtime uses a local event log that records model calls, tool runs, approvals, and edits so sessions can be replayed and resumed after failures. Muse Code includes bundled skills such as /plan for approval-gated planning, /grill for stress-testing plans, and /goal for working toward completion. Built for AI developers and software teams, Muse Code helps automate coding workflows, long-running engineering tasks, debugging, and repository-level development.
    Starting Price: $1.25 per 1M tokens (input)
  • 4
    MiniMax M3

    MiniMax M3

    MiniMax

    MiniMax M3 is an open-weight multimodal AI model designed for coding, agentic workflows, long-context reasoning, and complex automation tasks. The model combines frontier-level coding performance, native multimodal understanding, and a context window of up to 1 million tokens. MiniMax M3 uses MiniMax Sparse Attention to improve long-context efficiency while reducing compute requirements for large-scale inputs. It supports text, image, and video understanding, making it useful for workflows that combine code, documents, visual references, and tool-driven tasks. The model is built for repository-scale reasoning, software engineering, autonomous task execution, tool calling, and multi-step agent workflows. MiniMax M3 helps developers, AI teams, and enterprises build capable agents that can reason across large contexts and work with multimodal information.
    Starting Price: $0.30 per million input tokens
  • 5
    Muse Video
    Muse Video is Meta’s upcoming video generation model from Meta Superintelligence Labs, previewed alongside the launch of Muse Image. The model is built on the same pretraining foundation as Muse Image and is designed to generate high-fidelity videos with native audio support. Muse Video focuses on prompt adherence, visual realism, temporal consistency, and the ability to create short scenes with clear motion, continuity, and audio context. It can generate a wide range of video styles, including cinematic footage, UGC-style ads, animal scenes, product commercials, handheld point-of-view clips, and realistic moments with sound effects, voices, and music. Meta is continuing to improve areas such as audio-video synchronization and physically accurate fast motion before broader release. Coming soon to creators and Meta AI, Muse Video is positioned as a powerful tool for generating dynamic media across Meta’s creative ecosystem.
  • 6
    Muse Spark
    Muse Spark is a multimodal AI reasoning model developed by Meta as part of its push toward personal superintelligence. It integrates text, images, and tools to deliver advanced reasoning and interactive capabilities. The model supports features like visual chain-of-thought and multi-agent orchestration. Users can leverage Muse Spark for tasks such as problem-solving, content creation, and real-world troubleshooting. Its Contemplating mode enables multiple AI agents to reason in parallel for improved performance. Muse Spark also demonstrates strong capabilities in areas like health insights and visual understanding. Overall, it represents a significant step toward more intelligent and personalized AI systems.
  • 7
    Muse Image
    Muse Image is Meta’s image generation model from Meta Superintelligence Labs, built into Meta AI for creating, editing, and sharing high-quality visuals. The model can turn simple conversational prompts into detailed images, blend multiple photos together, remove unwanted objects, generate legible text inside visuals, and create styled outputs such as portraits, posters, stickers, room redesigns, infographics, and fantasy scenes. Muse Image uses advanced reasoning through Muse Spark to plan layouts, understand context, look up real-time web information, and combine visual references more intelligently. Users can start with suggested presets, mention Instagram accounts to personalize creations, and sketch or annotate edits directly on top of an image. The model powers creative experiences across Meta AI, Instagram Stories, WhatsApp chats, and soon Facebook, Messenger, and advertiser tools through Meta Advantage+ creative.
  • 8
    Muse Voice Transcribe
    Muse Voice Transcribe is Meta’s first real-time audio perception model, delivering streaming automatic speech recognition (ASR), diarization, and endpointing in real time. An autoregressive multimodal model from the Muse Spark family, it processes audio in 80 ms chunks and decides dynamically whether to continue listening or emit text. Its adaptive delay changes the amount of audio context used for each word based on difficulty, balancing transcription accuracy with latency. The model is trained on more than 70 languages, with 25 extensively verified at launch, and natively supports arbitrary code-switching both within and between sentences. Language, keyword, and context biasing can further improve recognition accuracy for specific names, places, contacts, or terminology. Streaming diarization identifies speaker changes and distinguishes more than 20 speakers, while endpointing detects when speech begins and when a user finishes speaking.
  • 9
    Muse Glimmer
    Muse Glimmer is a 30-billion-parameter open-weights model from Meta Superintelligence Labs, optimized for always-on local agent workflows. Small enough to run on a Mac or PC with a single consumer GPU, it is designed for local agents, function calling, coding, and LLM-as-a-judge evaluation without depending on cloud infrastructure or network access. The model combines long-horizon execution, precise tool calling, multimodal understanding, long-context memory, and instruction following. It can complete end-to-end agentic tasks, sustain multi-step reasoning across extended workflows, recover from failed or unexpected tool calls, and accept interleaved text and images through a dedicated perception encoder for interpreting screenshots, charts, and documents. Muse Glimmer works with OpenClaw and other agentic orchestration patterns, supports controllable reasoning effort, and is trained on data from more than 100 languages.
  • 10
    Muse

    Muse

    Meta

    Meta Muse is a personal AI agent designed to complete tasks across different parts of a user’s daily life through conversation and connected apps. It runs on a persistent secure virtual machine with its own browser, allowing it to navigate websites, book appointments, fill out forms, handle customer service tasks, and complete other web-based workflows. Users can interact with Muse through its mobile app or WhatsApp and can connect services such as email, calendars, and Instagram. The agent can create plans around user goals, track progress, make suggestions, and continue working on assigned tasks over time. Sensitive actions such as sending emails or making purchases can require user approval, and Muse provides an audit trail showing completed and planned actions. Meta positions Muse as a privacy-focused personal agent with secure credential storage, one-time payment card support, and controls designed to keep users in charge of what the agent does.
  • 11
    Muse Spark 1.3
    Muse Spark 1.3 is an AI model with improved performance across agentic and coding tasks, designed to be smarter and more practical for real-world work. It sustains longer-horizon tasks by collaborating with users and managing multiple workflows in a single, long thread. Given an open-ended objective, it uses tools to build context across messy or conflicting sources, correct gaps in its plan, track what it has learned, and produce a final deliverable. It asks clarifying questions when prompts are ambiguous, requests help when stuck, and confirms before taking consequential actions. The model follows complex, long-form instructions more reliably, preserving detailed requirements across multi-step tasks without dropping constraints or drifting from the requested workflow. Improved multitasking allows it to map incoming prompts to the correct task even when users interrupt or redirect previous requests.
    Starting Price: $1.25 per 1M tokens (input)
  • 12
    Muses

    Muses

    Muses

    Muses is an AI-powered writing agent designed to make content creation faster, smoother, and more intelligent by providing professional-grade assistance without downloads or a learning curve. It allows users to switch seamlessly between leading AI models to match different creative styles and needs. Its “Tab to Flow” feature stays silent until summoned, offering intelligent completions that maintain writing momentum, while “Spark to Story” turns quick notes or fragments of inspiration into fully developed ideas. Users can upload source materials so the AI can craft content grounded in their research, and all generated text is automatically checked for factual accuracy to ensure reliability. Muses also distills relevant information from across the web, curating resources to strengthen articles, blog posts, marketing copy, and long-form writing. Built for effortless creativity, it combines advanced AI, real-time assistance, and verification.
  • 13
    Muse

    Muse

    Microsoft

    Microsoft has unveiled Muse, a groundbreaking generative AI model designed to revolutionize gameplay ideation. Developed in collaboration with Ninja Theory, Muse is a World and Human Action Model (WHAM) trained on data from the game Bleeding Edge. This AI model possesses a comprehensive understanding of 3D game environments, including physics and player interactions, enabling it to generate consistent and diverse gameplay sequences. Muse can produce game visuals and predict controller actions, facilitating rapid prototyping and creative exploration for game developers. By analyzing over 1 billion images and actions, Muse demonstrates the potential to assist in game preservation by recreating classic titles for modern platforms. While still in the early stages, with current outputs at a resolution of 300×180 pixels, Muse represents a significant advancement in integrating AI into the game development process, aiming to enhance, not replace, human creativity.
  • 14
    MuseNet

    MuseNet

    OpenAI

    We’ve created MuseNet, a deep neural network that can generate 4-minute musical compositions with 10 different instruments and can combine styles from country to Mozart to the Beatles. MuseNet was not explicitly programmed with our understanding of music, but instead discovered patterns of harmony, rhythm, and style by learning to predict the next token in hundreds of thousands of MIDI files. MuseNet uses the same general-purpose unsupervised technology as GPT-2, a large-scale transformer model trained to predict the next token in a sequence, whether audio or text. Since MuseNet knows many different styles, we can blend generations in novel ways. We’re excited to see how musicians and non-musicians alike will use MuseNet to create new compositions! Choose a composer or style, an optional start of a famous piece, and start generating. This lets you explore the variety of musical styles the model can create.
  • 15
    Muse

    Muse

    Sudowrite

    Muse is an innovative AI model developed by Sudowrite, a Los Angeles-based startup, specifically designed for fiction writers. Unlike general-purpose AI tools, Muse focuses exclusively on crafting narrative-driven prose, offering advanced storytelling capabilities and the ability to generate chapter-length content with a high degree of creativity and coherence. Trained with insights from over 20,000 authors, Muse aims to produce unique, evocative writing free of clichés, embracing the full spectrum of human experience, including complex characters, morally gray scenarios, and vivid descriptions, without filters or forced happy endings. Integrated into Sudowrite’s platform, it serves as a collaborative partner for authors, enhancing their creative process with features like gripping openings, believable dialogue, and substantial text generation, all while maintaining the writer’s individual style.
  • 16
    VidMuse

    VidMuse

    VidMuse

    VidMuse is an AI music video agent built to transform music into cinematic videos in minutes. Upload a track, paste a Suno, Udio, Spotify, or YouTube link, or use an MP3 or WAV file, and VidMuse analyzes the rhythm, lyrics, tempo shifts, mood, and emotional arc to create a complete musical blueprint. It does not just place visuals over a song; it acts like an AI director that hears, understands, and plans the video before production begins. It moves through audio intelligence, creative brief, storyboarding, precision control, and one-click production. VidMuse generates a Director’s Script with visual style, scenes, pacing, and storyboard so creators can review and refine the direction before rendering. Users can choose templates such as Story MV, Abstract MV, Performance MV, Viral Short, TVC, and Explainer, then customize the plot, visuals, camera movements, character design, shot types, scene timing, and style through chat.
    Starting Price: $33 per month
  • 17
    MuseClass

    MuseClass

    Muse Group

    MuseClass makes it fast and easy to create, distribute, and grade assignments. All in one place. Students can record video directly from their smartphone using the MuseClass mobile app. After submitting their best take, you'll be able to see and hear them on the grading screen in your teacher portal. Students can record audio directly from their smartphone using the MuseClass mobile app. After submitting their best take, you'll be able to listen to them on the grading screen in your teacher portal. When doing in-person assessments, simply enter your scores into MuseClass to keep all your students' grades and feedback in one place. The gradebook makes it easy to keep track of student progress. Upload worksheets for students to complete on their own. When students are done, they simply take a picture using the MuseClass mobile app to submit their assignment for you to review.
  • 18
    Forge Code

    Forge Code

    Forge Code

    Forge Code is a terminal-based AI pair-programmer and software-engineering agent that lets you interact with your entire codebase using natural language commands. It runs directly in your shell, integrating seamlessly with any IDE or existing workflow; you don’t need to switch editors or abandon your regular tools. Forge Code understands project files, Git history, dependencies, and environment context, so once it loads your project, it comprehends the codebase structure and can respond to prompts without repeated explanations. It offers a multi-agent architecture: a “Forge Agent” for implementing changes and real code execution, and a “Muse Agent” for planning, analyzing, and reviewing code without altering files. You can use Forge with your preferred AI provider or self-hosted LLMs, giving full control over where your code goes and how the model is run.
    Starting Price: $20 per month
  • 19
    MarketMuse

    MarketMuse

    MarketMuse

    MarketMuse is a content intelligence platform that sets the standard for content quality. Our AI-powered platform increases your organic presence, improves productivity, and drives revenue. MarketMuse’s patented AI collects and analyzes your content, prioritizes your best opportunities based on authority and ROI, generates initial drafts and builds industry-leading topic models so you can always write the best content on any topic.
  • 20
    Nemotron 3.5 Lightning
    NVIDIA Nemotron 3.5 Lightning is an open 30B-parameter mixture-of-experts model with 3B active parameters, designed for high-volume, low-latency execution in long-running and always-on AI agents. Built for the execution layer of agentic systems, it handles frequent tasks such as tool calls, output validation, routine commands, and subagent delegation while larger reasoning models focus on planning and orchestration. Its MoE architecture activates only a fraction of parameters for each token, combining the capacity of a larger model with lower compute requirements. The model is trained for popular agent harnesses and supports speculative decoding through multi-token prediction, DFlash, and DSpark to improve inference speed across different serving scenarios. It is available with BF16 and NVFP4 checkpoints and can run from local systems such as DGX Spark and GeForce RTX hardware to data center environments.
  • 21
    MuSES

    MuSES

    ThermoAnalytics

    Electro-optic and infrared renderings in MuSES achieve global benchmark accuracy through a stepwise workflow – beginning with heat sources such as engines, exhaust, bearings, and electronics, followed by an in-band diffuse radiosity solution. Then place your sensor at range and render multi-bounce, spectrally-summed radiance values, with DeltaT-RSS contrast metrics. Sensor response curve handy? Import it and see what you’ve been missing. With MuSES, you have reality at your fingertips. Because MuSES covers physics all the way back to heat sources and environmental loads, you can manage thermal signature contrast and evaluate control kits for low observable design in any global location. Heat shields, cooling schemes, and even camo surface treatments can be tested and evaluated for in-band radiance, replete with atmospheric attenuation along sensor line-of-sight. Triage and prioritize your engineering with MuSES early in the development cycle.
  • 22
    MiniMax

    MiniMax

    MiniMax AI

    MiniMax is a global AI technology company that develops advanced multimodal foundation models and AI-powered products for individuals, developers, and enterprises. Its flagship model, MiniMax M3, combines frontier-level coding capabilities, agentic task execution, native multimodal understanding, and support for up to 1 million tokens of context through its proprietary MiniMax Sparse Attention (MSA) architecture. The company offers a comprehensive ecosystem that includes coding assistants, AI agents, video generation, speech synthesis, music generation, and developer APIs. Through products such as MiniMax Code, Hailuo AI, MiniMax Audio, Talkie, and its enterprise platform, users can automate workflows, generate content, build applications, and deploy AI-powered solutions at scale. MiniMax helps organizations and developers improve productivity, accelerate software development, and create intelligent experiences across text, audio, image, video, and music.
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    OpenAI Agents API
    The Agents API lets developers build and run cloud agents with the same harness and infrastructure that powers Codex, fully managed by OpenAI. A production-ready agent can be created with a single API call by specifying the task, model, tools, and environment, while OpenAI hosts and maintains the agent harness. Developers can choose where agents run: in an OpenAI-hosted sandbox, on their own infrastructure, or through supported sandbox partners. OpenAI-hosted sandboxes provide secure environments where agents can run code, work with files, use packages, skills, and plugins, and produce artifacts. The API is designed for long-running work, with automatic context compaction that preserves relevant information as sessions span multiple context windows. Tool search loads relevant tool definitions only when needed, while programmatic tool calling lets agents run calls in parallel, chain related operations, and filter or combine results in code.
  • 24
    North Mini Code
    North Mini Code is Cohere’s first agentic coding model for developers and the inaugural member of its next generation of powerful models. Small, efficient, and open-source, it is built for the sovereign developer ecosystem and designed to deliver strong software development performance without requiring extensive hardware. North Mini Code is a mixture-of-experts model with 30B total parameters and 3B active parameters, giving developers access to agentic coding capabilities in a compact and efficient form. The model is optimized for code generation, agentic software engineering, and terminal tasks, with a 256K total context length and up to 64K maximum generation. It is built for real-world developer workflows, including understanding and orchestrating sub-agents, mapping system architecture, running code reviews, and supporting coding agents that need to reason through complex software tasks.
  • 25
    GPT‑5.3‑Codex‑Spark
    GPT-5.3-Codex-Spark is an ultra-fast coding model designed for real-time collaboration inside Codex. Built as a smaller version of GPT-5.3-Codex, it delivers over 1000 tokens per second when served on low-latency Cerebras hardware. The model is optimized for interactive coding tasks, enabling developers to make targeted edits and see results almost instantly. With a 128k context window, Codex-Spark supports substantial project context while maintaining speed. It focuses on lightweight, precise edits and does not automatically run tests unless prompted. Infrastructure upgrades such as persistent WebSocket connections significantly reduce latency across the full request-response pipeline. Released as a research preview for ChatGPT Pro users, Codex-Spark marks the first milestone in OpenAI’s partnership with Cerebras.
  • 26
    Qwen

    Qwen

    Alibaba

    Qwen is a powerful, free AI assistant built on the advanced Qwen model series, designed to help anyone with creativity, research, problem-solving, and everyday tasks. While Qwen Chat is the main interface for most users, Qwen itself powers a broad range of intelligent capabilities including image generation, deep research, website creation, advanced reasoning, and context-aware search. Its multimodal intelligence enables Qwen to understand and process text, images, audio, and video simultaneously for richer insights. Qwen is available on web, desktop, and mobile, ensuring seamless access across all devices. For developers, the Qwen API provides OpenAI-compatible endpoints, making integration simple and allowing Qwen’s intelligence to power apps, services, and automation. Whether you're chatting through Qwen Chat or building with the Qwen API, Qwen delivers fast, flexible, and highly capable AI support.
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    Muse

    Muse

    Muse

    Muse is an AI-native MIDI composition and editing tool that empowers users to compose musical ideas with a smart co-writer by generating chords, melodies, basslines, drums, and full arrangements from natural-language descriptions or existing materials, then refining them interactively with context-aware feedback. It understands music theory concepts like harmonic function and voice leading, helping users explore musical ideas they might not discover on their own, and lets creators upload, expand, or remix MIDI tracks, collaborate with an AI agent in real time, and iterate rapidly. It supports multiple AI models, including GPT-5.2, Gemini, and custom agents tuned for musical reasoning, and offers features such as chat-with-your-track feedback, real-time MIDI editing, multi-track generation, extended arrangement tools, and the ability to export compositions as standard MIDI or audio files for use in digital audio workstations.
    Starting Price: $15 per month
  • 28
    MuseMail

    MuseMail

    MuseMail

    MuseMail is an AI-powered email generation tool designed to help users create beautiful, professional emails quickly using artificial intelligence. With MuseMail, you provide a single prompt and the platform produces full HTML emails in seconds, removing the need to start from scratch when drafting messages. It includes more than 95 industry-specific styles to choose from so your emails can match your audience or campaign goals, whether you’re sending marketing offers, newsletters, product announcements, or other business communications. Once an email is generated, you can use a visual editor to refine design elements and tailor content before sending, giving you control over layout, imagery, and branding while still benefiting from AI’s speed. MuseMail is built as an email studio that simplifies the creative process so professionals can avoid repetitive manual editing and focus on strategy and engagement.
  • 29
    Nemotron 3 Nano Omni
    NVIDIA Nemotron 3 Nano Omni is an open, omni-modal foundation model designed to unify perception and reasoning across text, images, audio, video, and documents within a single efficient architecture. It eliminates the need for separate models for each modality, reducing inference latency, orchestration complexity, and cost while maintaining consistent cross-modal context. It is purpose-built for agentic AI systems, acting as a perception and context sub-agent that gives larger AI agents the ability to “see, hear, and read” in real time across screens, recordings, and structured or unstructured data. It supports advanced multimodal reasoning tasks such as document understanding, speech recognition, long audio-video analysis, and computer-use workflows, enabling agents to interpret dynamic interfaces and complex environments. Built with a hybrid architecture optimized for long context and throughput, it can process large inputs like multi-page documents.
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    MuseFind

    MuseFind

    MuseFind

    MuseFind helps you to keep all your influencer marketing in one place: no more need in spreadsheets, no more unsatisfied posts - use our email integration and content approval features to organize your day-to-day routine and improve your ROI. The Platform allows companies of all sizes to seamlessly activate influencer marketing. Easy setup and integration into your everyday workflow. MuseFind offers a free self-serve influencer CRM for teams to start, scale and find success in using influencer marketing to grow their businesses.
    Starting Price: $50 per month
  • 31
    Adrio

    Adrio

    Adrio

    Adrio is an AI ad creative builder for Meta. You give it your brand - URL, products, positioning - and it generates on-brand static ad creatives you can edit and launch. We built our own agent harness with sub-agents, skills, and tool calls, the same setup you see in coding agents but geared toward creative generation. It understands how Meta ads perform - hooks, visual patterns, copy angles - and iterates until the output is usable. For D2C ecommerce brands, performance marketers, and founders shipping Meta ads at volume.
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    Adobe Comp
    Lay out an idea with real assets like photos, text, shapes and fonts. Send the wireframe to Photoshop, Illustrator, InDesign or Muse to refine and finish. Graphic designers and artists can explore a concept using: • Gestures that drop in placeholder text, basic shapes and editable text boxes. • Guides and grids to align and work with spacing controls. • Free fonts and from Typekit or third-party fonts installed on their device. • Edit or rewind and export the idea from any point in its timeline. • Send the idea to the desktop where it will automatically open in InDesign, Illustrator, Photoshop or Muse.
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    Unity Muse

    Unity Muse

    Unity Technologies

    Fueled by next-generation AI, Unity Muse enables creators of all skill levels to develop games and real-time 3D experiences lightning fast with simple text-based prompts.
  • 34
    MuseMD

    MuseMD

    MuseMD

    MuseMD is a purpose-built medical aesthetics platform that unifies daily operations and growth tools into a single workspace so teams don’t have to switch between disparate systems for leads, booking, follow-ups, and marketing. It combines a customizable dashboard with lead management that centralizes inquiries, online booking through a microsite, follow-up reminders, and performance metrics that track outcomes that matter, giving practices a clear view of daily activity and priorities. MuseMD enables practices to send targeted email and SMS campaigns (“Snaps”), publish promotions, and segment audiences without spreadsheets or multiple apps, and includes analytics to understand which strategies drive the most bookings. Designed specifically for modern med spas, dermatology, and cosmetic practices, it replaces patchwork tools, inbox threads, and spreadsheets with one source of truth for leads, appointments, and marketing activity.
    Starting Price: $499 per month
  • 35
    Command A+

    Command A+

    Cohere AI

    Command A+ is Cohere’s fastest and most powerful language model yet, an open-source enterprise workhorse built for complex reasoning, multimodal and multilingual agentic tasks, and efficient private deployment. It is a sparse mixture-of-experts model with 218B total parameters and 25B active parameters, designed for high-performance agentic workflows with minimal compute overhead. Command A+ unifies capabilities from across the Command family into one scalable model, supporting text, image, reasoning, and tool use with a 128K input context, 64K max generation, and support for 48 languages. It is optimized for reasoning, agentic workflows, RAG, multilingual work, and multimodal document processing, with support for vLLM and Transformers. Compared with earlier Command A models, it improves enterprise workload performance across multimodal understanding, retrieval, long-horizon tasks, complex reasoning, coding, translation, and document understanding.
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    GPT-4o mini
    A small model with superior textual intelligence and multimodal reasoning. GPT-4o mini enables a broad range of tasks with its low cost and latency, such as applications that chain or parallelize multiple model calls (e.g., calling multiple APIs), pass a large volume of context to the model (e.g., full code base or conversation history), or interact with customers through fast, real-time text responses (e.g., customer support chatbots). Today, GPT-4o mini supports text and vision in the API, with support for text, image, video and audio inputs and outputs coming in the future. The model has a context window of 128K tokens, supports up to 16K output tokens per request, and has knowledge up to October 2023. Thanks to the improved tokenizer shared with GPT-4o, handling non-English text is now even more cost effective.
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    Plugsky

    Plugsky

    Plugsky

    Plugsky is a deploy-anywhere AI platform that provides access to multiple AI models, agents, RAG, tools, and enterprise AI infrastructure through one OpenAI-compatible API. The platform supports more than 31 models with fixed monthly pricing, unlimited usage under fair-use limits, and deployment options across Plugsky cloud, customer cloud, private endpoints, or on-premises environments. Developers can use Plugsky to build chatbots, AI agents, coding tools, enterprise assistants, and SaaS AI features without rewriting their existing OpenAI-compatible integrations. It includes Agent Cloud, private knowledge retrieval, model routing, model fusion, marketplace tools, and white-label options for teams that need flexible AI infrastructure. Enterprise features include data residency controls, SSO, RBAC, audit logs, compliance support, private deployment, and uptime SLAs.
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    Mistral Agents API
    Mistral AI has introduced its Agents API, a significant advancement aimed at enhancing the capabilities of AI by addressing the limitations of traditional language models in performing actions and maintaining context. This new API integrates Mistral's powerful language models with several key features, built-in connectors for code execution, web search, image generation, and Model Context Protocol (MCP) tools; persistent memory across conversations; and agentic orchestration capabilities. The Agents API complements Mistral's Chat Completion API by providing a dedicated framework that simplifies the implementation of agentic use cases, serving as the backbone of enterprise-grade agentic platforms. It enables developers to build AI agents capable of handling complex tasks, maintaining context, and coordinating multiple actions, thereby making AI more practical and impactful for enterprises.
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    ROI-Muse

    ROI-Muse

    ROI-Muse

    Our tools are designed for speed and ease of use. Our solution is very intuitive to use for both experienced and novice users. Make better investment and leasing decisions with ROI-Muse. Avoid the high cost of making the wrong real estate investment and leasing decisions. Our purpose is to help our clients grow their wealth through careful analysis of real estate deals. ROI is short for Return on Investment. As a verb, "to muse" is to consider something thoughtfully and carefully. All you need is a modern browser and a good internet connection. Our application is cloud-based and there is nothing for you to install or configure. In addition to training on how to best use the tools, we provide classes and webinars on investment and brokerage-related topics. We also offer small group and 1-1 coaching if you are ready to take your business to the next level.
    Starting Price: $20 per month
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    Music Muse

    Music Muse

    Music Muse AI

    Music Muse is an AI-driven music creation platform that instantly generates studio-quality, multi-genre tracks from natural language prompts or lyrics, offering customizable adjustments, professional mixing/mastering, export-ready formats, and commercial licensing for musicians, creators, and hobbyists through free and subscription plans.
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    Musecut AI

    Musecut AI

    Musecut AI

    MuseCut AI is an AI-powered video ad generator that turns any product page into a scroll-stopping video ad in minutes. Users can paste an Amazon, Shopify, or Etsy URL, or enter product details manually, and the AI extracts the product information, writes the script, creates the video, and includes an AI avatar, voiceover, and captions. MuseCut AI handles the full production pipeline without requiring video editing skills, helping sellers move from product page to studio-quality ad through a simple three-step workflow: paste the product URL, choose an ad format, then review the script and generate the video. It includes five ad formats built for different creative strategies and conversion goals. Each format generates a full shot-by-shot script that users can edit before rendering, with independent control over voiceover, visual direction, product images, and B-roll shots.
    Starting Price: $19 per month
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    muse.ai

    muse.ai

    muse.ai

    Cheapest way to host and share your video without adverts. Includes the most advanced AI powered in-video search. What we are creating at muse.ai has a multiplicity of applications and truly extends the human ability to learn and discover new information at faster speeds. By designing and engineering a Perceptual Artificial Intelligence that watches and indexes video content into human friendly concepts, we are enabling anyone to quickly navigate through vast amounts of audio-visual data and surface the moments of interest. Video is increasingly the way people communicate and exchange ideas. However, watching and navigating video is still a draggy and time consuming experience. We believe that it is possible to navigate video in similar ways to how we describe and recall our memories and that's why at muse.ai we combine the most advanced artificial intelligence to watch and index video using human friendly keywords.
    Starting Price: $5 per month / yearly
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    Txt Muse

    Txt Muse

    Txt Muse

    Txt Muse is designed to support you in every step of your writing journey, from initial brainstorming to final revision. Use powerful AI tools to improve your writing, generate content recommendations, brainstorm copy, and more. Our AI tools help you create, edit, and improve any kind of text, whether a social post, email, article, or novel. Just highlight your text, then click a tool to run it. Writing was once a solo activity, now it's collaborative. Chat with your document to get a smart second opinion instantly. Unlock the full power of AI, write your own prompts, and save them as one-click tools to support your style. All you need to get started is a title and a brief description. AI will generate a solid first draft for you, if you're stuck at the end of a sentence, Txt Muse will suggest a way to finish it. Instead of wracking your brain to find the right words, AI can do the heavy lifting for you.
    Starting Price: $21 per month
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    Seed1.8

    Seed1.8

    ByteDance

    Seed1.8 is ByteDance’s latest generalized agentic AI model designed to bridge understanding and real-world action by combining multimodal perception, agent-like task execution, and wide-ranging reasoning capabilities into a single foundation model that goes beyond simple language generation. It supports multimodal inputs, including text, images, and video, processes very large context windows (hundreds of thousands of tokens at once), and is optimized to handle complex workflows in real environments, such as information retrieval, code generation, GUI interaction, and multi-step decision logic, with efficient, accurate responses suitable for real-world applications. Seed1.8 unifies skills such as search, code understanding, visual context interpretation, and autonomous reasoning so developers and AI systems can build interactive agents and next-generation workflows capable of synthesizing evidence, following instructions deeply, and acting on tasks like automation.
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    Create Space

    Create Space

    SignWarehouse

    Create Space is a versatile, feature-rich but user-friendly application designed for crafters and creative people who want to design beautiful vector graphics for vinyl cutting. The user interface is simple and intuitive. Design features include outlines, drop shadows, auto-tracing, 3D welding, rhinestone templates, and an extensive shape library. Create Space supports contour-cutting with digital printers and advanced vinyl cutters and is fully compatible with MAC OS 10 and Windows 8/10. Create Space drives all vinyl express vinyl cutters and the exciting new MUSE vinyl cutters available exclusively from SIGNWarehouse. Support for automatic contour-cutting with MUSE, Vinyl Express Rogue, and other advanced vinyl cutters. Seamless SVG file format support. Import your craft cutter designs. Drawing tools and 200 vector shapes in the shape library. Powerful design effects including symmetrical mirror, wave effects, 3D rotate, drop shadow, knockout, puzzle generator, & more.
    Starting Price: $149 one-time payment
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    Antigravity CLI
    Antigravity CLI is the terminal-first surface for interacting with Antigravity agents, built to let developers stay in their flow without context switching. It allows users to edit, orchestrate, and build in natural language by telling agents what they need and letting them work on getting it done. It is designed as the most lightweight way to invoke, monitor, and interact with Antigravity agents, with a snappy experience and minimal resource footprint for builders who live in the terminal. Antigravity CLI supports subagents, allowing multiple agents to work in parallel so larger tasks can be tackled faster. Users can delegate background tasks to concurrent agent sessions, type /agents to open the panel and monitor status, and use ctrl+k to approve tools instantly. It is highly configurable, with standard terminal shortcuts, adjustable permissions, themes, preferences through /config, and customizable keybindings through /keybindings.
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    DeepSeek Harness
    DeepSeek Harness is an open source agent harness designed to keep AI agents working in real-world environments by helping them understand context, use tools, and continue operating across complex tasks. Built on the Cordis plugin system, every capability is a plugin that can be selected, swapped, extended, or recomposed through configuration without changing the core source code. Plugins provide models, tools, skills, sessions, sandboxes, storage, loops, scheduling, and the UI, while Cordis manages plugin mounting, dependencies, services, and events. Every run is traceable through an append-only session log that records system prompts, reasoning, tool calls and results, subagent scheduling, and context injections. The Trajectory view lets developers inspect these records by source, while resume, fork, search, and replay operate on the same event stream.
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    GPT-4 Turbo
    GPT-4 is a large multimodal model (accepting text or image inputs and outputting text) that can solve difficult problems with greater accuracy than any of our previous models, thanks to its broader general knowledge and advanced reasoning capabilities. GPT-4 is available in the OpenAI API to paying customers. Like gpt-3.5-turbo, GPT-4 is optimized for chat but works well for traditional completions tasks using the Chat Completions API. GPT-4 is the latest GPT-4 model with improved instruction following, JSON mode, reproducible outputs, parallel function calling, and more. Returns a maximum of 4,096 output tokens. This preview model is not yet suited for production traffic.
    Starting Price: $0.0200 per 1000 tokens
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    APIFree

    APIFree

    APIFree

    APIFree is a unified AI Model-as-a-Service platform that provides developers and enterprises with seamless access to multiple leading AI models through a single standardized API layer. It aggregates mainstream open-source and proprietary models across text, image, video, audio, and code, allowing teams to integrate multimodal AI capabilities without managing separate vendor accounts, SDKs, or billing systems. Built to reduce infrastructure complexity, APIFree offers an OpenAI-compatible endpoint so applications can connect quickly while maintaining flexibility to switch between providers as needed. It emphasizes broad model coverage, lower end-to-end latency, and high availability, enabling organizations to focus on product innovation rather than platform fragmentation. With unified authentication, quota management, usage analytics, and cost controls at the platform level, APIFree simplifies AI deployment workflows and improves operational efficiency.
    Starting Price: $0.08 per month
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    Spark NLP

    Spark NLP

    John Snow Labs

    Experience the power of large language models like never before, unleashing the full potential of Natural Language Processing (NLP) with Spark NLP, the open source library that delivers scalable LLMs. The full code base is open under the Apache 2.0 license, including pre-trained models and pipelines. The only NLP library built natively on Apache Spark. The most widely used NLP library in the enterprise. Spark ML provides a set of machine learning applications that can be built using two main components, estimators and transformers. The estimators have a method that secures and trains a piece of data to such an application. The transformer is generally the result of a fitting process and applies changes to the target dataset. These components have been embedded to be applicable to Spark NLP. Pipelines are a mechanism for combining multiple estimators and transformers in a single workflow. They allow multiple chained transformations along a machine-learning task.