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Use when agents must render readable text in images. Fal remains default multi-model media router.

Overall 7.88 (curated_estimate, high) · score asOf 2026-09-14 · last reviewed 2026-09-14. This is not an Elo and not a live price board. Provider · JSON

Jobs: image-generation, media-generation, text-in-image-generation

ProviderWhy listedOverallΔ vs subjectasOf
Fal
Depot default for programmatic image/video/audio gen. One API to rule the media zoo.
same_jtbd_pick, same_jtbd_runner · image-generation, media-generation, text-in-image-generation8.5high+0.622026-10-19
OpenAI Media (Images/Audio)
Convenient if you're already on OpenAI. For best image variety/cost, keep Fal in the toolkit.
same_jtbd_runner · image-generation, media-generation, text-in-image-generation8.15high+0.272026-09-14
Black Forest Labs
First-party FLUX when you want BFL terms/quality without a reseller markup. Fal remains Depot media-gen…
same_jtbd_runner · image-generation, media-generation, text-in-image-generation8.14high+0.262026-09-14
Recraft
Best when agents need SVG/brand-consistent assets. Fal for general media zoo; BFL for FLUX-first.
same_jtbd_runner · image-generation, media-generation, text-in-image-generation8.07high+0.192026-09-14
Replicate
Ship a model demo by lunch. Migrate hot paths to Modal/RunPod/Fireworks when the bill hurts.
same_jtbd_runner · image-generation, media-generation7.82high-0.062026-09-14
Stability AI
Use API for convenience or self-host SD/Flux on RunPod/Fal for control. Great escape hatch from closed image…
same_jtbd_runner · image-generation8.12high+0.242026-09-14
Midjourney
Best looks, worst agent API story. For programmatic image agents prefer Fal/OpenAI/Stability unless you have…
same_jtbd_runner · image-generation7.29medium-0.592026-09-14

Prices are not ranked on this page. For a job, use the sourced quote (separate input and output rows, Depot Pick unchanged): image-generation, media-generation, text-in-image-generation.

Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category. Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement. Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row.