Laguna by Poolside vs Sora 2: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Laguna by Poolside and Sora 2 — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Laguna by Poolside
Poolside
Poolside's family of open Mixture-of-Experts foundation models for agentic coding — XS.2 runs locally, M.1 reaches 72.5% on SWE-bench Verified.
Key features
- Two Model Sizes: Laguna XS.2 (33B total / 3B active) and Laguna M.1 (225B total / 23B active) target different latency and capability needs.
- Mixture-of-Experts Architecture: Routes each token through a subset of experts for efficiency at large scale.
- Local Deployment: XS.2 is small enough to run on a Mac with 36 GB of RAM via Ollama under an Apache 2.0 license.
- Strong SWE-bench Results: XS.2 hits 68.2% and M.1 reaches 72.5% on SWE-bench Verified.
- Bundled Coding Agent: Ships 'pool,' a lightweight terminal-based coding agent.
- Agent Client Protocol: Includes a dual ACP client-server used internally for agent RL training and evaluation.
Best for
- Local Agentic Coding: Running XS.2 on a laptop for private, offline code generation and editing.
- High-Capability Code Tasks: Using M.1 for harder, long-horizon software engineering work.
- Self-Hosted Deployments: Building on open weights to avoid third-party API dependencies.
- Research & Fine-Tuning: Adapting permissively licensed weights for custom coding workflows.
- Benchmarking: Evaluating agentic coding performance against SWE-bench Verified and Pro.
Sora 2
OpenAI
A text-to-video model from OpenAI that generates realistic videos, integrated into the Sora app with built-in safety and provenance metadata.
Key features
- Text-to-Video Generation: Produces realistic videos from natural-language prompts, enabling users to generate scenes, actions, and cinematic compositions directly from text.
- C2PA Provenance Metadata: Every Sora-generated video includes C2PA metadata that identifies the video as model-generated to improve transparency and enable origin verification.
- Sora App Integration: Sora 2 is integrated into a dedicated Sora app and ChatGPT workflows to enable interactive, collaborative creation and distribution within OpenAI's product ecosystem.
- Built-in Safety Controls: Safety measures are incorporated from launch, including content moderation guardrails and features to reduce misuse during generation.
- Parental and Account Controls: New parental controls in ChatGPT allow guardians to manage teen permissions (DMs, feed personalization) and restrict certain Sora app features.
- System Card & Documentation: OpenAI published a Sora 2 System Card detailing model capabilities, safety mitigations, and deployment approach for transparency and developer understanding.
- Platform Availability & API Status: Available via OpenAI's Sora app/ChatGPT integrations at launch; OpenAI indicated tailored pricing and broader access plans, while a public Sora API was not available initially.
- High-fidelity text-to-video generation from natural language prompts
- Companion Sora app for creation and collaborative workflows
- Built-in provenance metadata (C2PA) attached to generated videos
- Safety-first design including parental controls and non-personalized feed options
- Integration surface with OpenAI ecosystem (ChatGPT links and developer platform references)
- Published system card and explanatory documentation on capabilities and safety
- Tailored pricing and enterprise-focused plans (pricing details announced by OpenAI)
Best for
- Marketing & Ads: Rapidly create short promotional videos and social content from marketing copy for ads, product highlights, and campaign variants.
- Previsualization & Storyboarding: Filmmakers and creators can generate rough video drafts and storyboards from script descriptions to iterate on shots and pacing.
- Social Content Creation: Users collaborate in the Sora app to produce and share short-form creative videos for social platforms without advanced production tools.
- Educational & Training Materials: Generate illustrative video examples, demonstrations, and explainer clips for e-learning, training, and presentations.
- Prototype Product Demos: Produce quick product concept or feature demos to visualize UX flows, animations, and scenarios for internal reviews or investor decks.
- Research & World Simulation: Researchers can use Sora 2 for experiments in video generation, scene understanding, and simulated environments to study model behavior and realism.
- Marketing and social content creation: rapid generation of short promotional videos from text briefs
- Storyboarding and previsualization: visualize scene ideas with text prompts
- Educational and training content: generate illustrative videos for lessons
- Prototype and concept demos: produce quick video demos for product pitches
- Entertainment and short-form media generation for apps and creators