Adobe Firefly vs ComfyUI vs Meshy vs Replicate
A side-by-side look at Adobe Firefly, ComfyUI, Meshy and Replicate for filmmakers: what each one can do, what it costs, and where they actually differ.
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Adobe's generative studio for images, video and audio, with commercially cleared models and partner models
- Price
- Free daily generations, or Standard from $9.99/mo (2,000 credits); Pro Plus and Premium have a 30% first-year promo ending Oct 21
- Learning
- Easy
- Best for
- Generative fill and object removal on plates, stills and reference frames in Photoshop
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Node-based workflows for image, video and audio generation, run locally or on Comfy Cloud
- Price
- Local app free (GPL-3.0); Comfy Cloud Standard $20/mo ($16/mo billed yearly)
- Learning
- Steep
- Best for
- Filmmakers who need a repeatable, documented process for a series of shots
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Text and image to 3D models with PBR textures, auto-rigging and a 3D agent for game and VFX assets
- Price
- Free (100 credits/mo); paid plans: see the vendor's pricing page
- Learning
- Easy
- Best for
- Previz and background props built from a concept image
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API to run hosted image, video and audio models, billed per second of GPU time or per output
- Price
- Pay per second of hardware: $0.000225/s (T4) to $0.001525/s (H100). No monthly plan on the pricing page; enterprise is custom.
- Learning
- Moderate
- Best for
- Batch-generating stills or frames overnight, such as concept art or look-dev variations
The short version
Where they differ
- Replicate is the only one without chat assistant.
- Meshy is the only one without text to video.
- Meshy is the only one without image to video.
- Meshy is the only one without music & SFX.
All 4 offer: public API.
Feature by feature
Adobe Firefly vs ComfyUI vs Meshy vs Replicate: capabilities
| Adobe Firefly | ComfyUI | Meshy | Replicate | |
|---|---|---|---|---|
| Price | Free daily generations, or Standard from $9.99/mo (2,000 credits); Pro Plus and Premium have a 30% first-year promo ending Oct 21 | Local app free (GPL-3.0); Comfy Cloud Standard $20/mo ($16/mo billed yearly) | Free (100 credits/mo); paid plans: see the vendor's pricing page | Pay per second of hardware: $0.000225/s (T4) to $0.001525/s (H100). No monthly plan on the pricing page; enterprise is custom. |
| Infinite canvas | Yes | Partial | Not confirmed | No |
| Node / flow builder | Not confirmed | Yes | Not confirmed | Not confirmed |
| AI agent | Yes | Partial | Yes | No |
| Chat assistant | Yes | Yes | Yes | No |
| Team collaboration | Yes | Partial | Yes | Not confirmed |
| Text to image | Yes | Yes | Partial | Yes |
| Image editing | Yes | Yes | Partial | Not confirmed |
| Text to video | Yes | Yes | No | Yes |
| Image to video | Yes | Yes | No | Yes |
| Video to video | Yes | Partial | No | Not confirmed |
| Native audio in video | Not confirmed | Not confirmed | No | Yes |
| Voice / TTS | Yes | Not confirmed | No | Yes |
| Music & SFX | Yes | Yes | No | Yes |
| Upscaling | Yes | Partial | Partial | Not confirmed |
| Character consistency | Partial | Not confirmed | Not confirmed | Not confirmed |
| Custom training | Yes | Partial | Not confirmed | Yes |
| Third-party models | Yes | Yes | Partial | Yes |
| Public API | Yes | Yes | Yes | Yes |
| MCP server | Not confirmed | Yes | Yes | Yes |
| Mobile app | Not confirmed | Not confirmed | Yes | Not confirmed |
| Desktop / local | Partial | Yes | No | Partial |
| Open source | No | Yes | No | Partial |
| Free tier | Yes | Yes | Yes | Not confirmed |
| Commercial use | Yes | Partial | Yes | Not confirmed |
Each column comes from that tool's own researched page. "Not confirmed" means the vendor doesn't say.
Plans
Pricing compared
Adobe Firefly
| Free | Freemonthly |
|---|---|
| Standard | $9.99monthly |
| Pro | $19.99monthly |
| Pro Plus | $49.99 ($34.97 first year, promo ends Oct 21)monthly |
| Premium | $199.99 ($139.91 first year, promo ends Oct 21)monthly |
| Pro for teams | $19.99 per licensemonthly, annual |
| Pro Plus for teams | $49.99 per licensemonthly, annual |
| Premium for teams | $199.99 per licensemonthly, annual |
ComfyUI
| Local | Freenone |
|---|---|
| Standard | $20/mo or $16/mo yearlymonthly or yearly |
| Creator | $35/mo or $28/mo yearlymonthly or yearly |
| Pro | $100/mo or $80/mo yearlymonthly or yearly |
| Team | $700/mo or $630/mo yearlymonthly or yearly |
| Enterprise | Customcustom |
Meshy
| Free | $0monthly |
|---|---|
| Enterprise | Customcontract; wire transfer on request |
Replicate
| Public models, hardware time | $0.000025/s (CPU) to $0.001525/s (H100)per second of runtime |
|---|---|
| Public models, per output | varies by model, e.g. flux-1.1-pro $0.04 per image; wan-2.1 i2v 480p $0.09/s; 720p $0.25/sper output image, token or second of video |
| Private / dedicated deployments | not listed on the pricing pagesetup + idle + active time (fast-booting fine-tunes: active time only) |
| Enterprise / committed spend | customcontract |
The verdict
Which one should you pick?
Adobe Firefly
Pick it for
- Generative fill and object removal on plates, stills and reference frames in Photoshop
- Storyboard and mood-board work in Boards, with partner models for each shot
- Filmmakers already paying for Creative Cloud who want AI inside Premiere and After Effects
Stands out
- Commercial-clearance story: Adobe's own models are trained on Adobe Stock and licensed or public-domain content, and Adobe says outputs are safe for commercial use. Partner-model outputs carry their own terms.
- Native Creative Cloud integration: generative fill, removal and expansion run inside Photoshop, and Premiere Pro and After Effects get Firefly features. Midjourney, Flux, Leonardo and Stable Diffusion have no equivalent in an NLE.
Watch out
- Image quality for photoreal hero art still trails Midjourney and Flux in most side-by-side comparisons
- Credits are consumed at different rates by model, so one plan's allowance is hard to predict across partner models
ComfyUI
Pick it for
- Filmmakers who need a repeatable, documented process for a series of shots
- Motion and VFX teams combining several models in one pass
- Studios that want local GPU generation with a free app and no per-render fee
Stands out
- Open source under GPL-3.0 with a free local app; Comfy Cloud is optional and billed in credits
- Every step of a generation is a visible node, so a workflow can be saved, versioned and rerun for the same shot
Watch out
- Node graphs take time to learn; App Mode hides the detail until you need it
- Local speed depends entirely on your GPU and model choice
Meshy
Pick it for
- Previz and background props built from a concept image
- Creature and character blockouts that get rigged and animated in Blender or Unity
- Texture variants of one mesh for a set of props or NPCs
Stands out
- Fast turnaround: about one minute per textured model, with a 3D Agent that drives the whole brief from one chat instead of a single prompt box
- Auto-rigging and 600+ motion presets for humanoid and quadruped characters, plus Text to Motion (July 2026) for rigged-character animation from a prompt
Watch out
- Detail on faces and hard surfaces still lags a hand-modelled hero asset
- Credit costs stack: texturing, re-meshing and Ultra modes each draw credits, so a finished model costs several times the base price
Replicate
Pick it for
- Batch-generating stills or frames overnight, such as concept art or look-dev variations
- Adding image, video or speech generation to an internal tool or a web app
- Transcribing rushes or interviews in bulk and posting results to a webhook
Stands out
- Thousands of open and hosted models behind one REST API and SDKs (Python, Node), with no GPU setup or CUDA drivers
- Billing is per second of hardware time from $0.000025/s (CPU) to $0.001525/s (H100), or per output image or per second of video for models priced that way
Watch out
- Developer tool: no timeline, canvas or prompt UI for editors
- Per-second video models add up fast on long clips and many takes
Each column comes from that tool's own researched page, checked against vendor pricing and changelog pages (oldest check: ). Sources are listed on each tool's page.
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