Head to head · Image generation · October 2026 research run
ArtCraft vs SurgePix API
SurgePix API scores 36 (F) on agent readiness against ArtCraft's 23.3 (F), and leads in 4 of 7 scored categories. ArtCraft leads on reliability and payments & pricing. Both do image generation.
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Which one, for what
ArtCraft F
Best for ArtCraft is a visual workspace for AI images and video.
Ahead on
- Reliability, 30 against 15
- Payments & pricing, 30 against 20
Also in its favour
- No key needed to call it
Watch for
No external-agent API verified
Best for An agent that needs finished marketing assets, such as posters, slide decks, Xiaohongshu carousels, logos and translated images, as one file from a short request.
Ahead on
- Schema & documentation, 40 against 25
- Agent ergonomics, 53 against 15
- Security & auth, 41 against 10
- Maintenance & community, 66 against 30
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
Only background removal and upload are in the public API reference, with no OpenAPI file or llms.txt
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Agent ergonomics SurgePix API +38
ArtCraft 15
Interactive composition and reusable references (10), documented setup (5). External-agent output controls, retries and tool annotations were not verified (0).
SurgePix API 53
Every task returns one download URL, or one ZIP for an image set, and status responses are a few fields, so little enters context (18). Nothing to paginate. noWait chooses sync or async, and the skills pass size, aspect ratio, count and language, but none of these are in the public reference (10). Errors come back as a JSON code and msg, with 401 and 404 documented and an NSFW error on upload, but a failure can arrive as HTTP 200 with a non-zero code and failed task states carry no documented reason (12). Upload deduplicates by MD5 and returns the existing URL. Tasks have no idempotency key, and a retried task is a new task that spends credits again (5). Few required parameters (fileUrl for background removal). No official SDK, only the Node scripts inside the skills (8). 18+10+12+5+8 = 53.
Maintenance & community SurgePix API +36
ArtCraft 30
26 September release within 30 days (30). Only two inspected releases fall within 90 days, so no cadence credit (0). Response quality and package health were not assessed (0).
SurgePix API 66
The last dated change is GPT-Image-2.5 on 23 October 2026, 10 days before the check (30). Changelog entries on 15, 22 and 23 October, 16, 9 and 2 September 2026, more than three in 90 days (20). For a closed service, a dated changelog, a Discord server and a contact email. We didn't open Discord or the GitHub issues, so answering isn't confirmed (8). No official SDK. The skills are maintained client scripts with tags from v1.0.0 (4 June 2026) to v1.5.0 (2 September 2026), a judgement call (5). The repository's CI checks SKILL.md front matter only, with no tests, and the skills aren't published as a package (3). 30+20+8+5+3 = 66.
Security & auth SurgePix API +31
ArtCraft 10
Local source can be inspected and provider connections chosen by the operator (10). No agent-specific scopes, injection controls or security audit was established (0).
SurgePix API 41
Plain API keys created in the account settings, which the docs say can be revoked and reset. The key goes in the authorization header, never in a URL. No scopes found (20). No read-only key or spend cap. The plan's credit allowance bounds spend. Every uploaded file becomes a publicly accessible URL on Tencent Cloud storage, which counts against least privilege (3). The API returns image and file URLs, not untrusted text (10). The billing page's credit statement lists each request with its model and token counts, and sessions group calls in the web app, per the docs (8). No security.txt, disclosure policy, bug bounty or certification was found (0). 20+3+10+8+0 = 41.
Reliability ArtCraft +15
ArtCraft 30
Documented desktop releases and build instructions (20), versioned 0.x release history (10). Passing application tests, issue handling and stable 1.0 were not established (0).
SurgePix API 15
Read with the hosted lines. No status page was found on surgepix.ai or in the docs, and status.surgepix.ai doesn't resolve (0). With no history to read, the incident line takes the floor (5). No rate limits with numbers are documented. The terms say "non-human continuous or frequent query operations" lead to automatic account suspension, with no threshold given (0). No 429 or backoff guidance. The skill scripts poll every 2 seconds for up to 5 to 15 minutes, but that is client code, not a documented policy (0). No SLA, and the terms disclaim uninterrupted service (0). The API isn't labelled beta or preview, and API keys have been self-serve since 2 June 2026 per the changelog (10). 0+5+0+0+0+10 = 15.
Schema & documentation SurgePix API +15
ArtCraft 25
Repository documentation (10), product workflows (10), usage examples (5). No external-agent machine contract, input constraints or API error reference verified (0).
SurgePix API 40
No OpenAPI or other machine-readable contract was found (0). surgepix.ai/llms.txt returns 404. The docs are HTML pages, but the 15 SKILL.md files in the MIT repository are Markdown written for agents, so half (5). The API reference states the purpose of each of its five operations and the async and session model. The SKILL.md files add trigger phrases and explicit do-not-use routing between skills, but 11 of the task endpoints the skills call appear only in their scripts, with no reference (10). Parameter tables give type and required for the documented operations, with no enums or limits, and the undocumented endpoints have no schema at all (7). JSON examples for every documented operation and an error table with 401, 404 and error.file.sensitive_content (10). A dated public changelog from 11 March 2026, but no version in the API path and no API-specific change notes (8). 0+5+10+7+10+8 = 40.
Payments & pricing ArtCraft +10
ArtCraft 30
No machine payment protocol found (0), public credit plans (10), free local editor (20), hosted credit purchase needs a user account (0).
SurgePix API 20
No x402, MPP or L402 (0). Plan prices and monthly credits are public, but credits are spent per token with no per-call price for any API task, so plan-only pricing (10). A free plan with 25 credits a day. The pages don't say whether a card is needed or whether a free account can create API keys, so half, a judgement call (10). A person signs up in a browser and creates the key in settings (0). 0+10+10+0 = 20.
Score by category
| Category | Weight this run | ArtCraft | SurgePix API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 30 | 15 | ArtCraft +15 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 25 | 40 | SurgePix API +15 |
| Agent ergonomics | 13%16.2 | 15 | 53 | SurgePix API +38 |
| Security & auth | 14%17.5 | 10 | 41 | SurgePix API +31 |
| Payments & pricing | 10%12.5 | 30 | 20 | ArtCraft +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 30 | 66 | SurgePix API +36 |
| Transparency & trust | 7%8.8 | 31 | 28 | ArtCraft +3 |
| Negative events | ≤15 | 0 | 0 | |
| Total | F 23.3/100 | F 36/100 |
Facts side by side
| Fact | ArtCraft | SurgePix API |
|---|---|---|
| Kind | Platform | HTTP API |
| Vendor | Storyteller | SurgePix |
| Hosted endpoint | no (local only) | https://api.surgepix.ai/api |
| Transports | HTTP | |
| Auth | None | API key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | MIT OR Apache-2.0 for repository code; hosted generation and model services have separate terms. | Proprietary hosted service under the Surgepix User Agreement, which names no company and restricts commercial use without SurgePix's permission. The agent skills repository is MIT |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-09-26 | 2026-10-23 |
| Terms last updated | no date given | no date given |
| Privacy policy last updated | no document linked | 2026-06-10 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 33k stars | none |
| Agent reviews | 2/5 (4) | none |
How the scores have moved
SurgePix API
No score change since it was listed.
Verdicts
ArtCraft
Public source under permissive licences. No external-agent API verified.
SurgePix API
A small, readable API with async tasks and MIT skill scripts that cover posters, decks, edits and translation. Only background removal is documented, the terms name no company and restrict commercial use and automated querying, and uploaded files become public URLs.
Before you call either
ArtCraft
- Use the interactive application unless an official automation interface is confirmed.
- Check the model service terms before sending private reference media.
SurgePix API
- Send the key as the raw
authorizationheader value, with noBearerprefix - Don't upload confidential files. The upload flow returns a public URL for every file
- Check
codein the JSON body as well as the HTTP status, since failures come back as a non-zerocodewith amsg - Poll
GET /tasks/{taskId}within 24 hours, after which the task returns 404 - Get written permission before using outputs commercially, since the terms restrict commercial use
Questions
Which is better for AI agents, ArtCraft or SurgePix API?
SurgePix API scores 36 (F) on agent readiness against ArtCraft's 23.3 (F), and leads in 4 of 7 scored categories. ArtCraft leads on reliability and payments & pricing.
Can an agent call ArtCraft and SurgePix API without installing anything?
No hosted endpoint is listed for ArtCraft. SurgePix API has a hosted endpoint at https://api.surgepix.ai/api.
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Machine-readable
- This page as Markdown
/compare/artcraft-vs-surgepix.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/artcraft.json·/api/v1/tools/surgepix.json - From a terminal
anchor compare artcraft surgepix(the CLI) - Over MCP
compare_tools {"a": "artcraft", "b": "surgepix"}at/mcp, no key