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Sora vs Veo 3

A feature-by-feature comparison of Sora and Veo 3 across 7 capability categories.

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Modalities β€” Tie

Modalities: Sora compared with Veo 3
FeatureSoraVeo 3
Text Input
Yes. Text prompting is the primary interface.Yes, requires free plan. Text prompts drive Veo 3.1 in Flow, Gemini, and the API; output can include native dialogue and sound.
Image Upload / Vision
Yes. Generate video from a still image.Yes, requires free plan. Image-to-video is a documented Veo 3.1 input; the Gemini API model card lists text and image in.
Image Generation
No. Does not generate still images.No. Veo outputs video with audio, not still images. Still generation in Flow is a different model.
Voice Mode
No. No voice interface.No. There is no conversational voice loop; you type or attach a frame, then wait for a clip.
Video Understanding
Partial. Uploaded video can be remixed and extended, not analysed or summarised.Partial. Veo can extend clips and take frame direction in Flow/API. Analysing arbitrary uploaded video is Gemini video understanding, not Veo.
Video Generation
Yes, requires plus plan. OpenAI Sora generates video from text and images; ChatGPT/API access is plan-gated.Yes, requires plus plan. Google Veo 3 generates video with native audio in Gemini, Flow, and Vertex.
File Upload (PDF, DOCX)
No. No document ingestion.No. No PDF/DOCX ingestion. Inputs are prompts and images (and clip extension), not documents.
Code Execution
No. Not a code tool.No. Not a code-execution product.
Audio Input
No. No audio input.No. The Veo 3.1 Gemini API card lists text and image inputs only. Native audio is generated on the way out.
Canvas / Artifact Editor
No. No canvas or artifact panel.Partial. Google Flow’s Scenebuilder is the filmmaking canvas around Veo, not a Veo chat artifact panel.
Screen Sharing / Computer Use
No. No computer-use capability.No. No computer-use / screen-control product.

Memory & Context β€” Tie

Memory & Context: Sora compared with Veo 3
FeatureSoraVeo 3
Persistent Memory
No. No cross-session memory of the user.No. No cross-session user memory. Flow may keep projects; that is the studio, not a Veo memory layer.
Large Context Window
No. Not a language model, so this does not apply.No. Prompt cap is 1,024 tokens on the Gemini API Veo 3.1 card β€” not a large LLM context window.
Custom Instructions
No. No global instruction setting.No. No global instruction profile for Veo. Each job is a prompt plus optional frames.
Conversation History
No. Not a chat product, so there is no conversation to configure.No. Veo is a generator, not a chat log. Conversational video editing is documented for Gemini Omni, not Veo.

Integrations β€” Veo 3 Wins

Integrations: Sora compared with Veo 3
FeatureSoraVeo 3
Web Search / Browsing
No. No browsing capability.No. Does not browse the live web.
Plugins / Extensions
No. No plugin marketplace.No. No third-party plugin marketplace for Veo itself.
API Access
Unknown. Not confirmed as generally available through the API.Yes, requires pro plan. Gemini API Veo 3.1 is paid-tier only. Legacy veo-3.0 IDs shut down 30 June 2026.
Zapier Integration
Unknown. Not confirmed either way.Unknown. No first-party Veo Zapier app was checked.
Custom GPTs / Bots
No. No agent or bot builder.No. No Custom GPT-style Veo agents.
Real-time Collaboration
Unknown. Not confirmed either way.Unknown. Flow link sharing exists in changelogs; live multiplayer editing was not confirmed.
Live Social Data Integration
No. No live social firehose.
Live Citation Mapping
No. Not a cited-search product.

Developer β€” Tie

Developer: Sora compared with Veo 3
FeatureSoraVeo 3
Function Calling
No. No tool-calling interface.No. No tool-calling interface. You submit a generate-video request.
Streaming Responses
No. Generations are returned complete, not streamed token by token.No. Clips are returned when generation finishes, not token-streamed.
Fine-Tuning
No. No custom model training.No. No custom-weight training product for Veo.
Embeddings API
No. No embeddings endpoint.No. Not an embeddings API.
Structured Output (JSON)
No. Not a language model, so this does not apply.No. Output is video, not JSON schema.
Reasoning / Thinking Mode
No. Not a reasoning model.No. Not a chain-of-thought LLM. Conversational video reasoning is Gemini Omni.
Local Execution
No. Hosted by Google. Weights are not for local download.
Open Weights
No. Closed model.
Multi-Agent Orchestration
No. Not a multi-agent orchestrator. Flow β€œAgent” is a studio feature, not Veo’s API.

Platforms β€” Sora Wins

Platforms: Sora compared with Veo 3
FeatureSoraVeo 3
Web App
Yes. Browser-based; no install required.Yes, requires free plan. Used in the browser via Flow, Gemini, Google Vids, and Google AI Studio.
iOS App
Yes. Native iOS app.Partial. There is no Veo iOS app. DeepMind lists Gemini as a surface; Gemini has iOS. A dedicated Veo mobile client was not documented.
Android App
Yes. Native Android app.Partial. Same as iOS: Gemini Android may expose video gen; there is no Veo Android app.
Desktop App
No. Browser only.No. No native Veo desktop app. Flow and Gemini are browser/Gemini-app surfaces.
Chrome Extension
No. No official browser extension.No. No official Chrome extension.

Privacy β€” Tie

Privacy: Sora compared with Veo 3
FeatureSoraVeo 3
GDPR Compliant
Yes. OpenAI operates under GDPR and publishes a DPA.Unknown. Needs a current Google DPA read for Flow/Gemini video, not a guess from the model page.
Opt Out of Data Training
Partial. Controlled through OpenAI account data controls rather than a Sora-specific toggle.Partial. Paid Gemini API Veo 3.1 lists β€œUsed to improve our products: No”. Consumer Flow/Gemini training controls were not checked here.
Enterprise Privacy Mode
Unknown. Not confirmed either way.Yes, requires enterprise plan. DeepMind lists Gemini Enterprise Agent Platform as a Veo surface for governed production use.

Workspaces β€” Tie

Workspaces: Sora compared with Veo 3
FeatureSoraVeo 3
Projects / Folders
Unknown. Not confirmed either way.Unknown. Flow has studio projects; a Veo-specific folder model was not confirmed on the DeepMind page.