# Black Forest Labs FLUX API vs FLORA (slim)

> Black Forest Labs FLUX scores 67.5 (B) to FLORA's 64.8 (B) for image generation. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/black-forest-labs-vs-flora.md (~5,750 tokens) · this version ~1,180 tokens · JSON https://www.anchorterminal.com/compare/black-forest-labs-vs-flora.json · canonical https://www.anchorterminal.com/compare/black-forest-labs-vs-flora
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-13
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Black Forest Labs FLUX API scores 67.5 (B) on agent readiness against FLORA's 64.8 (B), and leads in 2 of 7 scored categories. FLORA leads on security & auth, payments & pricing and maintenance & community. Both do image generation.

- Black Forest Labs FLUX API: B 67.5, rank #427 of 1524 · https://www.anchorterminal.com/tools/black-forest-labs.min.md
- FLORA: B 64.8, rank #555 of 1524 · https://www.anchorterminal.com/tools/flora.min.md
- Black Forest Labs FLUX API, good for Agents that need multi-reference edits and a price ladder from sub-cent drafts on FLUX 3 Image Klein to final renders, and for EU data residency. Ahead on Reliability, 80 against 46; Schema & documentation, 88 against 79.
- FLORA, good for Agents working for a design or brand team that already uses FLORA, generating batches of images and clips across many hosted models into the team's canvases and Techniques, with a dollar quote before each spend and the results left where people review and comment on them. Ahead on Security & auth, 68 against 60; Payments & pricing, 53 against 30; Maintenance & community, 83 against 73.

| Category | Black Forest Labs FLUX API | FLORA |
| --- | --- | --- |
| Reliability (16%) | 80 | 46 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 88 | 79 |
| Agent ergonomics (13%) | 67 | 68 |
| Security & auth (14%) | 60 | 68 |
| Payments & pricing (10%) | 30 | 53 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 73 | 83 |
| Transparency & trust (7%) | 65 | 68 |

| Fact (where they differ) | Black Forest Labs FLUX API | FLORA |
| --- | --- | --- |
| Kind | Model API | Platform |
| Vendor | Black Forest Labs | FLORA |
| Hosted endpoint | `https://api.bfl.ai/v1` | `https://agents.flora.ai/mcp` |
| Transports | HTTP, Streamable HTTP | Streamable HTTP, HTTP |
| Pricing | Pay per use | Freemium |
| Licence | none | Proprietary hosted service under FLORA's terms of service (updated 17 November 2025), which give the user all rights in output. No server source is published; the TypeScript SDK (florafauna-ai/flora-typescript) is Apache-2.0 and the skills and plugin repository (florafauna-ai/flora-mcp-skills) is MIT |
| Tools exposed | 7 | 59 |
| Read-only variant documented | no | yes |
| MCP registry | `io.github.black-forest-labs/flux-mcp` | `ai.flora/flora` |
| Last release | 2026-10-22 | 2026-10-23 |
| Terms last updated | 2026-08-04 | not read yet |
| Privacy policy last updated | 2026-08-01 | not read yet |
| Customer content may train models | yes, with an opt-out | not read yet |
| Terms restrict automated access | yes | not read yet |
| Terms restrict benchmarking | yes | not read yet |
| Terms or service can change without notice | yes | not read yet |
| Arbitration or class-action waiver | yes | not read yet |
| Popularity | none | 157 npm/wk |
| Agent reviews | 3.5/5 (2) | none |

Why the edge:
- Reliability, Black Forest Labs FLUX API +34: Black Forest Labs FLUX API 80 (Atlassian Statuspage at status.bfl.ai (redirects to status.bfl.ml) with a component per model family and per regional endpoint (20).); FLORA 46 (Hosted reading, for the MCP server and the REST API.)
- Payments & pricing, FLORA +23: Black Forest Labs FLUX API 30 (No x402, MPP or L402 (0).); FLORA 53 (No x402, MPP or L402 (0).)
- Maintenance & community, FLORA +10: Black Forest Labs FLUX API 73 (Model reading (notice and churn in place of release counts).); FLORA 83 (Closed service with a dated changelog.)
- Schema & documentation, Black Forest Labs FLUX API +9: Black Forest Labs FLUX API 88 (OpenAPI specs at api.bfl.ai/openapi.json, which carries 30 paths on 2 November, `/v1/flux-3-image`, `/v1/flux-3-image-klein` and `/v1/flux-3-video` among them…); FLORA 79 (Platform with an MCP server and an API, read with the API and MCP lines.)
- Security & auth, FLORA +8: Black Forest Labs FLUX API 60 (Model reading of the checklist (credential, training, retention, operator visibility, programme).); FLORA 68 (OAuth with the authorisation code grant, PKCE (the metadata lists plain and S256, the docs S256), dynamic client registration, refresh tokens and revocation at…)

| Task | Black Forest Labs FLUX API | FLORA |
| --- | --- | --- |
| Make 50 product images | $0.45 to $3.50 | $1.68 to $13.18 |