AI Tools · head to head
Poolside vs Black Forest Labs

Poolside
AI Tools
Open-weight foundation models built for agentic software engineering
- From
- $0.06/month
- Rated
- -

Black Forest Labs
AI Tools
Frontier AI lab behind the FLUX family of image, video, and audio generation models
- From
- $0.17/month
- Rated
- -
The short version
- Each has a real cost: Poolside no self-serve public application; access is largely through enterprise sales or third-party model gateways; Black Forest Labs open weights licensing tiers (Builder, Platform, Professional) do not list public prices, requiring sales contact for most volumes.
- They diverge on capability: Poolside covers Laguna S 2.1, Black Forest Labs covers FLUX 3 image generation.
Where they differ
Only the attributes on which Poolside and Black Forest Labs actually diverge.
| Attribute | Poolside | Black Forest Labs |
|---|---|---|
| Starting price | $0.06/month | $0.17/month |
| Platforms | web, api, mac, windows, linux | web, api |
| Founded | 2023 | Unknown |
Identical on both: pricing model (usage-based), free tier (No), user rating (Not yet rated), category (AI Tools).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Poolside
- Laguna S 2.1
- Laguna XS 2.1
- Desktop and CLI tools
- Open-weight models
- Third-party gateway access
Only in Black Forest Labs
- FLUX 3 image generation
- Video generation
- Synchronized audio generation
- Open weights
- Action-prediction
- Fine-tuning and LoRA rights
- Pricing calculator
What people use each for
The jobs each tool is most often brought in to do.
Poolside
- Enterprises deploying AI coding assistance across large developer organizationsnot Black Forest Labs
- Government and defense agencies needing on-premise or sovereign coding modelsnot Black Forest Labs
- Teams building custom coding agents on open-weight foundation modelsnot Black Forest Labs
- Organizations wanting on-device lightweight coding modelsnot Black Forest Labs
Black Forest Labs
- Generating high-fidelity images via API for production appsnot Poolside
- Self-hosting open-weight FLUX models on private infrastructurenot Poolside
- Producing short branded video clips with synchronized audionot Poolside
- Robotics research using action-prediction modelsnot Poolside
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Poolside
- No self-serve public application; access is largely through enterprise sales or third-party model gateways
- Pricing for the flagship enterprise and government offering is not public and requires a sales conversation
- Targets organizations with large (5,000+) developer headcounts, making it a poor fit for individuals or small teams
- Documentation and product surface area are thin compared to consumer-facing coding assistants
Black Forest Labs
- Open weights licensing tiers (Builder, Platform, Professional) do not list public prices, requiring sales contact for most volumes.
- Video generation pricing per second can become costly for longer or higher-resolution outputs compared to subscription-based competitors.
- No consumer subscription plan; pricing is oriented toward developers and enterprises rather than casual creators.
Pricing, plan by plan
Poolside
$0.06/month- Laguna XS 2.1$undefined/month
- $0.06 per 1M input tokens
- $0.12 per 1M output tokens
- Available via OpenRouter and Vercel AI Gateway
- Laguna S 2.1$undefined/month
- $0.10 per 1M input tokens
- $0.20 per 1M output tokens
- 1M token context window
- Enterprise / Government$undefined/month
- Custom contracts for large engineering organizations
- Sales-quoted pricing
- On-premise or dedicated deployment options
Black Forest Labs
$0.17/month- API (video)$0.17/month
- $0.17 per second of generated video
- Builder$undefined/mo
- FLUX.2 [klein] models
- 10K images/month
- 1 domain, 10 licensed users
- Platform$undefined/mo
- FLUX.2 [klein] 9B + FLUX.2 [dev]
- 100K images/month
- 1 domain, 10 licensed users
- Professional$undefined/mo
- FLUX.2 [dev] open weights license
- 100K images/month
- Up to 3 domains, 10 licensed users
Which should you pick?
Choose Poolside if
- You need laguna s 2.1.
- You work on web, api, mac, windows, linux.
- You also want laguna xs 2.1.
Choose Black Forest Labs if
- You need flux 3 image generation.
- You work on web, api.
- You also want video generation.
Questions people ask
- Is Poolside or Black Forest Labs better?
- Neither clearly leads. Poolside starts at $0.06/month and Black Forest Labs at $0.17/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Poolside or Black Forest Labs?
- Poolside starts at $0.06/month and Black Forest Labs at $0.17/month.
- Does Poolside or Black Forest Labs run on more platforms?
- Poolside runs on web, api, mac, windows, linux. Black Forest Labs runs on web, api.
- What is Poolside best used for?
- Poolside is most often used for enterprises deploying ai coding assistance across large developer organizations, government and defense agencies needing on-premise or sovereign coding models, teams building custom coding agents on open-weight foundation models, organizations wanting on-device lightweight coding models. Of those, enterprises deploying ai coding assistance across large developer organizations and government and defense agencies needing on-premise or sovereign coding models are not what Black Forest Labs is typically brought in for.
- What can Poolside do that Black Forest Labs cannot?
- Poolside covers Laguna S 2.1, Laguna XS 2.1, Desktop and CLI tools, Open-weight models. Black Forest Labs covers FLUX 3 image generation, Video generation, Synchronized audio generation, Open weights.
Answered from the vendors’ own pages
Poolside: How is Poolside's Laguna model usage priced?
Laguna XS 2.1 is priced at $0.06 per 1M input tokens and $0.12 per 1M output tokens; Laguna S 2.1 is $0.10 per 1M input tokens and $0.20 per 1M output tokens.
SourceBlack Forest Labs: How much does Black Forest Labs' API cost?
The API is pay-as-you-go with no subscription required; video generation costs $0.17 per second, so a 5-second HD clip costs about $0.85.
SourcePoolside: Where can I access Poolside's models?
Laguna models are available through third-party gateways OpenRouter and Vercel AI Gateway, as well as via Poolside's own desktop and CLI tools.
SourceBlack Forest Labs: Is there a free plan?
No free tier is offered; the pricing page lists only pay-as-you-go API usage and paid open-weights licensing tiers starting with Builder.
SourcePoolside: Does Poolside offer enterprise or government pricing?
Yes, Poolside offers custom, sales-quoted contracts for large enterprises and government/defense customers, including on-premise or dedicated deployment options.
SourceBlack Forest Labs: What do the open-weights licensing tiers include?
Builder includes FLUX.2 [klein] models with 10K images/month for one domain; Platform and Professional raise the cap to 100K images/month and add FLUX.2 [dev] access and fine-tuning rights.
SourcePoolside: How do I get started building with Poolside's models?
Poolside's documentation provides a quickstart guide for installing the `pool` CLI and running an agent task, alongside API documentation for custom integrations.
SourceBlack Forest Labs: Can I self-host FLUX models?
Yes, open weights licenses let teams download and self-host FLUX.2 [klein] and FLUX.2 [dev] models on their own infrastructure under the Builder, Platform, and Professional tiers.
SourceBlack Forest Labs: How do I get enterprise or high-volume pricing?
Enterprise plans covering custom volume, all model releases, and SLA guarantees are not published and require contacting Black Forest Labs' sales team directly.
SourceRelated pages
More on Black Forest Labs
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