Riverflow Models by Sourceful
SourcefulProprietary
3 models2026
Details
ResearcherSourceful
LicenseProprietary
Commercial useCommercial use: conditional
Models3
Released2026
Capabilities
Vision2 of 3 models
MultimodalAll models
Links
WebsiteAbout
Sourceful's agentic image generation and editing model family, optimized for production brand creative. Riverflow uses a reasoning model combined with open-weight diffusion models for high-precision text-to-image generation. Ranked #1 on the Artificial Analysis Image Editing Leaderboard.
Current Variants
Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.
3 in view
Riverflow 2.5 ProCurrent
Use when the workload needs image generation and multimodal inputs.
2026-06image generationmultimodal inputs
Riverflow 2.5 FastCurrent
Use when the workload needs image generation and multimodal inputs.
2026-06image generationmultimodal inputs
Riverflow 2.0Current
Use when the workload needs image generation and multimodal inputs.
2026-02image generationmultimodal inputs
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| Riverflow 2.5 Pro | Use when the workload needs image generation and multimodal inputs. | 2026-06 | image generationmultimodal inputs | Current |
| Riverflow 2.5 Fast | Use when the workload needs image generation and multimodal inputs. | 2026-06 | image generationmultimodal inputs | Current |
| Riverflow 2.0 | Use when the workload needs image generation and multimodal inputs. | 2026-02 | image generationmultimodal inputs | Current |
Release Timeline
2 release groups2026-06
2 current
Riverflow 2.5 Fast
Currentimage generationmultimodal inputs
Riverflow 2.5 Pro
Currentimage generationmultimodal inputs
2026-02
1 current
Riverflow 2.0
Currentimage generationmultimodal inputs
Specifications(3 models)
| Model | Released | Vision | Multimodal |
|---|---|---|---|
| Riverflow 2.5 Pro | 2026-06 | Yes | Yes |
| Riverflow 2.5 Fast | 2026-06 | Yes | Yes |
| Riverflow 2.0 | 2026-02 | No | Yes |
Available From(1 provider)
Frequently Asked Questions
- What is Riverflow used for?
- Riverflow is used for image generation, vision and multimodal work, and agent workflows. The family description and listed model capabilities point to those workloads as the best fit.
- How does Riverflow compare to Claude 3?
- Riverflow by Sourceful is strongest where you need image generation, while Claude 3 by Anthropic is the closest related family to check for vision and multimodal work. Riverflow has 3 listed variants, while Claude 3 reaches up to 200k context, so compare the specs and pricing tables before choosing a production model.
- Which Riverflow model should I use?
- If price is the main constraint, use the pricing table first because Riverflow does not have complete provider pricing in the local data. For the most capable/latest local choice, evaluate Riverflow 2.5 Pro with multimodal inputs.