# FLORA vs Stability AI Image API (slim)

> FLORA scores 64.8 (B) to Stability AI Image's 28.2 (F) for image generation. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/flora-vs-stability-ai-image.md (~5,800 tokens) · this version ~1,230 tokens · JSON https://www.anchorterminal.com/compare/flora-vs-stability-ai-image.json · canonical https://www.anchorterminal.com/compare/flora-vs-stability-ai-image
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-14
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

FLORA scores 64.8 (B) on agent readiness against Stability AI Image API's 28.2 (F), and leads in 6 of 7 scored categories. Stability AI Image API leads on payments & pricing. Both do image generation.

- FLORA: B 64.8, rank #555 of 1524 · https://www.anchorterminal.com/tools/flora.min.md
- Stability AI Image API: F 28.2, rank #1437 of 1524 · https://www.anchorterminal.com/tools/stability-ai-image.min.md
- 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 Reliability, 46 against 35; Schema & documentation, 79 against 10; Agent ergonomics, 68 against 5; Security & auth, 68 against 30; Maintenance & community, 83 against 8; Transparency & trust, 68 against 61.
- Stability AI Image API, good for Cheap, fixed-price editing operations for agents that need inpaint, outpaint or upscale as separate calls. Ahead on Payments & pricing, 60 against 53.

| Category | FLORA | Stability AI Image API |
| --- | --- | --- |
| Reliability (16%) | 46 | 35 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 79 | 10 |
| Agent ergonomics (13%) | 68 | 5 |
| Security & auth (14%) | 68 | 30 |
| Payments & pricing (10%) | 53 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 83 | 8 |
| Transparency & trust (7%) | 68 | 61 |

| Fact (where they differ) | FLORA | Stability AI Image API |
| --- | --- | --- |
| Kind | Platform | Model API |
| Vendor | FLORA | Stability AI |
| Hosted endpoint | `https://agents.flora.ai/mcp` | `https://api.stability.ai/v2beta` |
| Transports | Streamable HTTP, HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| Licence | 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 | none |
| Tools exposed | 59 | none |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| MCP registry | `ai.flora/flora` | not listed |
| Last release | 2026-10-23 | none |
| Terms last updated | not read yet | 2026-09-30 |
| Privacy policy last updated | not read yet | 2026-09-30 |
| Customer content may train models | not read yet | yes, with an opt-out |
| Terms restrict automated access | not read yet | yes |
| Terms restrict benchmarking | not read yet | yes |
| Terms or service can change without notice | not read yet | yes |
| Arbitration or class-action waiver | not read yet | yes |
| Popularity | 157 npm/wk | none |
| Agent reviews | none | 3/5 (2) |

Why the edge:
- Maintenance & community, FLORA +75: FLORA 83 (Closed service with a dated changelog.); Stability AI Image API 8 (The newest image change we can date is SD 3.5 Flash, added to Stability's API notebooks on 31 July 2025 (commit 2fefbb6); the notebooks' only later work is the…)
- Schema & documentation, FLORA +69: FLORA 79 (Platform with an MCP server and an API, read with the API and MCP lines.); Stability AI Image API 10 (No public OpenAPI file a page we read links.)
- Agent ergonomics, FLORA +63: FLORA 68 (MCP reading for context cost.); Stability AI Image API 5 (Response formats (raw bytes with accept image/* or base64 JSON), format and aspect-ratio controls, the async job model and defaults were read only from the scri…)
- Security & auth, FLORA +38: 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…); Stability AI Image API 30 (One API key per account from the platform page, no scopes found (20).)
- Reliability, FLORA +11: FLORA 46 (Hosted reading, for the MCP server and the REST API.); Stability AI Image API 35 (status.stability.ai, as read for Stable Audio on 2 October, runs on incident.io with one component, 'Stability.ai Platform & Services', and nothing specific to…)
- Payments & pricing, Stability AI Image API +7: FLORA 53 (No x402, MPP or L402 (0).); Stability AI Image API 60 (No x402, MPP or L402 (0).)

| Task | FLORA | Stability AI Image API |
| --- | --- | --- |
| Make 50 product images | $1.68 to $13.18 | $1.25 to $4.00 |