Sora vs Veo 3.1
Sora (2024) and Veo 3.1 (2025) are general-purpose language models from OpenAI and Google DeepMind. Both ship a not-yet-sourced context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads. It focuses on practical selection signals rather than broad model-family marketing. The goal is to make the tradeoff clear before deeper testing.
Veo 3.1 is safer overall; choose Sora when provider fit matters.
Decision scorecard
Local evidence first| Signal | Sora | Veo 3.1 |
|---|---|---|
| Best for | multimodal apps | multimodal apps and provider-routed production |
| Decision fit | Vision | Vision |
| Context window | — | — |
| Cheapest output | - | - |
| Provider routes | 0 tracked | 4 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Local decision data tags Sora for Vision.
- Veo 3.1 has broader tracked provider coverage for fallback and route flexibility.
- Veo 3.1 uniquely exposes Vision in local model data.
- Local decision data tags Veo 3.1 for Vision.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Sora
Unavailable
No complete token price in local provider data
Veo 3.1
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for Sora and Veo 3.1; plan for SDK, billing, or endpoint changes.
- Veo 3.1 adds Vision in local capability data.
- No overlapping tracked provider route is sourced for Veo 3.1 and Sora; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Vision before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-12-09 | 2025-01-01 |
| Context window | — | — |
| Parameters | — | — |
| Architecture | Diffusion | - |
| License | Proprietary | Proprietary |
| Openness | Proprietary | Proprietary |
| Weights | Not released | Not released |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: conditional |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Sora | Veo 3.1 |
|---|---|---|
| Input price | - | - |
| Output price | - | - |
| Providers | - |
Pricing not yet sourced for either model.
Capabilities
| Capability | Sora | Veo 3.1 |
|---|---|---|
| Vision | No | Yes |
| Multimodal | Yes | Yes |
| Reasoning | No | No |
| JSON / Tool use | No | No |
| Structured outputs | No | No |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Continue comparing
Last reviewed: 2026-07-10. Data sourced from public model cards and provider documentation.