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  3. Sourceful
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Model evolution

One challenge, every Sourceful generation.

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Rival
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  • All models
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  • Best AI for...
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  • Challenges

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  • SubjectiveBench
  • Default Index
  • Research
  • Research downloads
  • Rival Kits
  • Find your AI taste
  • UI Glow-Up
  • VoiceLock
  • Cost Cutter
  • Agent skills
  • Benchmarks vs Vibes
  • Brief
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Sourceful

Sourceful: every model, side by side

Builds AI models focused on source attribution and factual generation.

Compare Sourceful models
Total models
4
Image models
4
Active period
Feb 2026 to Jun 2026

Sourceful models and answers

Models4Responses4
  • Riverflow V2.5 Pro

    Jun 2026

    The highest quality variant of Sourceful's Riverflow 2.5, for work where control matters more than speed. The series treats image generation as a production workflow: a reasoning model plans multi-step edits and judges candidates before accepting one. Reasoning effort is set on the request.

    image-generation

  • Riverflow V2.5 Fast

    Jun 2026

    The speed-optimized variant of Sourceful's Riverflow 2.5, for production deployments with a latency budget. Like the rest of the series it plans multi-step edits with a reasoning model and judges candidates before accepting one, with reasoning effort set on the request.

    image-generation

  • Riverflow V2 Pro

    Feb 2026

    The top variant of Sourceful's Riverflow 2.0 line, for fine control and text rendering. The series runs an integrated reasoning model over image generation and editing.

    image-generation

  • Riverflow V2 Fast

    Feb 2026

    The fastest variant of Sourceful's Riverflow 2.0 line, for production and latency-critical work. The series runs an integrated reasoning model over image generation and editing.

    image-generation