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Kofi Choi
Kofi Choi

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Recraft V3 vs Nine AI Image Generators for February 2025

Recraft V3 is Recraft's hosted image model with style and text-placement controls. This February 2025 guide compares it with nine model versions from Google, Black Forest Labs, Midjourney, Ideogram, and Stability AI, covering their documented features and access routes. Recraft, Google, BFL, Midjourney, Ideogram, Stability

These ten entries form a historical comparison organized by product family and workflow, with documented availability changes identified where relevant.

What are the key facts about these February 2025 models?

Field Verified detail
Developer Recraft, Google, Black Forest Labs, Midjourney, Ideogram AI, and Stability AI; see the individual product entries below. Recraft, Google, BFL, Midjourney, Ideogram, Stability
Released The selected versions span late 2023 through January 2025; dated releases are identified below. Midjourney, Google, BFL, Stability
Type Text-to-image models, including hosted services and downloadable checkpoints. Recraft, FLUX card, SD 3.5 card
Size or parameters FLUX.1 dev: 12 billion parameters. Stable Diffusion 3.5 Large Turbo: distilled from the 8.1-billion-parameter Large model. FLUX card, Stability announcement
License and access Hosted access for Recraft and Imagen, without open weights; FLUX.1 dev weights use the FLUX Non-Commercial License; SD 3.5 Large Turbo weights use the Stability AI Community License. Recraft, Google, FLUX card, SD 3.5 card
Where it runs Vendor infrastructure for hosted models; compatible local or self-hosted runtimes for the downloadable models. BFL, Midjourney, Ideogram, SD 3.5 card

Which ten image generators were available in February 2025?

Recraft V3 and Imagen 3

Recraft V3 was released in October 2024. Recraft documents text placement and style controls, making it a candidate for testing compositions in which lettering is part of the visual design. Recraft documentation

Prepare a poster brief with a short headline and explicit placement. Evaluate the actual spelling and layout in the output; a text-generation capability is a reason to test the model, not to skip proofreading.

Imagen 3, version 002 is Google's imagen-3.0-generate-002, released on Vertex AI on January 29, 2025. Its documented input is text and its output is images. Google model documentation

For a comparison, use the same scene brief you give the other models and record the exact identifier. “Imagen 3” alone leaves out a version detail that matters when reconstructing an experiment.

Three FLUX choices

FLUX.1 pro was part of Black Forest Labs' initial August 1, 2024 release. It was offered through hosted access, while the same launch distinguished the downloadable dev and schnell models. BFL announcement

FLUX1.1 pro followed on October 2, 2024, alongside BFL's public beta API. Keep its results separate from FLUX.1 pro so a comparison identifies which hosted model produced each image. FLUX1.1 announcement

FLUX.1 dev provides downloadable weights and documented Diffusers and ComfyUI access. Its non-commercial model license distinguishes use of the model from permitted uses of generated outputs. FLUX model card

The FLUX licensing companion is relevant when choosing that route. Decide whether you need hosted generation or possession of the weights before comparing output aesthetics.

Two Midjourney versions

Midjourney V6 was released on December 20, 2023. Midjourney V6.1 followed on July 30, 2024; Midjourney documents version selection with the --v parameter in its hosted interface. Version documentation

Treat these as separate entries when reviewing a historical image set. Preserve the version setting beside the prompt, and avoid interpreting the output of a later default model as a sample from February 2025.

Two Ideogram options

Ideogram 2.0 was released on August 21, 2024. Ideogram's model-selection guide records that date, and its legacy API reference identifies the model as V_2. Model history, API reference

Ideogram 2.0 Turbo is the faster rendering option associated with that model generation. Ideogram documents Turbo rendering and the V_2_TURBO API identifier. Render-speed guide, API reference

Try both on the same short headline and illustration brief. Compare the number of acceptable candidates and the repair work each requires, using your own results instead of assuming the faster setting fits every job.

Stable Diffusion 3.5 Large Turbo

Stable Diffusion 3.5 Large Turbo is Stability AI's distilled model for fewer-step generation, released with the Large model on October 22, 2024. Its official card includes downloadable weights and a four-step example. Announcement, card

Use it when evaluating a configurable local pipeline. The SD 3.5 deployment companion offers a separate angle on managed access.

Which historical models have access or output limitations?

Historical access changes. Google's current documentation lists June 30, 2026 as the discontinuation date for Imagen 3 version 002, so it should not be presented as a new endpoint to adopt today. Google documentation

Hosted Recraft and Imagen access provides no open weights. The proprietary FLUX pro route is also distinct from the downloadable dev checkpoint; a local interface does not change those access terms. Recraft, Google, BFL

FLUX dev's card notes prompt-following limitations. Ideogram describes a detail tradeoff for Turbo rendering. Include both content correctness and your revision effort in a practical comparison. FLUX card, render-speed guide

How can you compare these image generators in practice?

Choose one deliverable and test it through a documented access route. For a local baseline, the following uses Stability's published Large Turbo example structure with an original prompt. SD 3.5 card

Install compatible PyTorch, Diffusers, Transformers, Accelerate, and the checkpoint's tokenizer dependencies. Accept the repository's access conditions and authenticate before downloading gated weights. SD 3.5 card

import torch
from diffusers import StableDiffusion3Pipeline

pipe = StableDiffusion3Pipeline.from_pretrained(
    "stabilityai/stable-diffusion-3.5-large-turbo",
    torch_dtype=torch.bfloat16,
).to("cuda")
image = pipe(
    "A red paper boat on a dark tabletop, soft studio light",
    num_inference_steps=4,
    guidance_scale=0.0,
).images[0]
image.save("comparison-sample.png")
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For hosted candidates, choose the documented version in the vendor interface or API. Save the prompt, selected settings, and output together, then compare the images at the size required by your deliverable.

How do these models compare for design and local generation?

Requirement Candidates to evaluate
Text placement and style controls Recraft V3. Recraft
Rendering-speed choices Ideogram 2.0 and its Turbo option. Rendering guide
Downloadable image workflows FLUX.1 dev and SD 3.5 Large Turbo. FLUX, Stability

The ComfyUI pillar explains how to organize local workflows. Set your acceptance criteria before choosing a favorite sample.

What else should you know about this February 2025 comparison?

Are these ten independent companies?

The ten entries represent six developers: Recraft, Google, Black Forest Labs, Midjourney, Ideogram, and Stability AI. Several entries are model versions from the same developer. Recraft, Google, BFL, Midjourney, Ideogram, Stability

Can I run every listed model locally?

FLUX.1 dev and Stable Diffusion 3.5 Large Turbo have downloadable weights and documented local runtimes. Recraft V3 and Imagen 3 use hosted access, with no open weights supplied through those services. FLUX, Stability, Recraft, Google

Which option should I test first?

Start with the access route and deliverable you actually need. Use a small, repeatable set of briefs and judge the finished assets, including any repair work.

Sources

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