Head to head · Design templates · October 2026 research run
DynaPictures vs Robolly
Robolly scores 48.4 (D) on agent readiness against DynaPictures's 43.2 (E), and leads in 5 of 7 scored categories. DynaPictures leads on schema & documentation and transparency & trust. Both do design templates.
Best programmatic image and design asset APIs for AI agents · All 153 assets comparisons
Which one, for what
Best for Personalised images and PDFs per record, image URLs in emails and pages, and email countdown timers, for marketing teams in the EU.
Ahead on
- Schema & documentation, 82 against 57
- Transparency & trust, 63 against 49
Watch for
One API key per user with full account access and no scopes; a new key needs an email to support
Robolly D
Best for Template-driven images, PDFs and short videos for marketers and developers who want a hosted editor and simple synchronous calls.
Ahead on
- Reliability, 48 against 42
- Agent ergonomics, 75 against 45
- Security & auth, 47 against 26
- Payments & pricing, 35 against 30
Watch for
No OpenAPI or other machine-readable contract found
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 Robolly +30
DynaPictures 45
The MCP tool definitions weren't read (listing them needs a session), and llms.txt describes groups that include layer-by-layer design authoring, so the count is unknown. REST responses are small objects with image URLs (12 of 25). Template and generated-image listings, with no field selection documented (10 of 20). Errors are JSON with a message and documented statuses, without codes (12 of 20). Requests aren't idempotent, by the vendor's own note, though identical image URLs are served from cache without a credit (6 of 20). An Editor SDK for embedding the editor, and no API client SDKs (5 of 15). 12 + 10 + 12 + 6 + 5 = 45.
Robolly 75
Nine MCP tools (25). The renders list pages with a cursor, and templates are found by name (14 of 20). Errors carry errorCode and developerMessage with eight documented codes (17 of 20). Identical renders are cached for 45 days, so repeats are free and safe, the MCP server has no delete tool, and annotations couldn't be read on the closed server (12 of 20). Renders return the file synchronously by default, but there's no SDK (7 of 15). 25 + 14 + 17 + 12 + 7 = 75.
Schema & documentation DynaPictures +25
DynaPictures 82
OpenAPI 3.1 at dynapictures.com/openapi.json with 20 paths (25). llms.txt, auth.md and an agent skill in Markdown (10). llms.txt says when to use the product and when it's a poor fit, and the skill gives call order for each job (17 of 20). Enums for formats and options, with layer overrides keyed by layer name (12 of 15). Request examples throughout and a status table in the skill, but the API reference's Errors section is unedited Slate template text about kittens (9 of 15). No URL version, additive changes, removals announced six months ahead with Deprecation and Sunset headers, and no changelog (9 of 15). 25 + 10 + 17 + 12 + 9 + 9 = 82.
Robolly 57
No OpenAPI or other machine-readable contract found for the REST API, and the MCP server is closed. The MCP page lists all nine tools and get_template_modifications returns each template's keys, constraints and examples at run time (8 of 25, on that partial evidence). llms.txt indexes the docs (10). The MCP page says what each tool does, which tools change templates or spend credits, and that there is no delete tool (14 of 20). Modification keys follow {element-name}.{modification-key} with constraints from the template rather than a fixed schema (7 of 15). Request examples throughout and an error code table with eight codes (13 of 15). /v1 paths with no changelog (5 of 15). 8 + 10 + 14 + 7 + 13 + 5 = 57.
Security & auth Robolly +21
DynaPictures 26
One API key per user with the user's full access, not limited to workspaces or actions; a new key is requested by email to support, with no rotation in the account (10 of 30). No read-only mode, and the MCP server can author and change designs (3 of 20). Tools return the account's own templates and renders; image layers accept outside URLs (10 of 15). A list of generated images, with no audit log documented (3 of 15). No security.txt, disclosure policy, bug bounty or certification found (0). 10 + 3 + 10 + 3 + 0 = 26.
Robolly 47
Bearer API key, signed render links, and MCP OAuth with one robolly:mcp scope limited to the organisation the user approves. Connections are listed and revoked under Connected AI Tools, and the API key is never shared with an OAuth client. No key scopes or rotation documented (22 of 30). The MCP server can create and update templates but not delete them; there's no read-only mode (10 of 20). Tools return the user's templates and public gallery designs (10 of 15). A renders list and the connected-tools view give some visibility, with no audit log documented (5 of 15). No security.txt (the path returns the site's HTML shell), disclosure policy, bug bounty or certification (0). 22 + 10 + 10 + 5 + 0 = 47.
Transparency & trust DynaPictures +14
DynaPictures 63
Closed service under terms (revision 2/2026) from DynaPictures GmbH in Freiburg, for business customers (15). The privacy policy names the controller, keeps generated images as long as needed or until deleted, gives plan image retention (3 months on Lite), and says the named AI providers don't train on API inputs under their API terms; other periods follow bookkeeping law (20 of 30). The OpenAPI file commits to six months' notice before removing an endpoint or field, with Deprecation and Sunset headers (16 of 20). AI sub-processors named with addresses (OpenAI, Google, Black Forest Labs, Replicate) and FastSpring for payments, while hosting providers aren't named (12 of 20). 15 + 20 + 16 + 12 = 63.
Robolly 49
Closed service under terms effective 8 April 2026 from Avantis Innovations LLC in Wyoming. The terms can change without notice (15). The privacy policy of the same date covers Google sign-in and Sheets data, says spreadsheet rows aren't kept beyond a render and account data is deleted with the account, and otherwise names no periods (10 of 30). No deprecation policy or notices (0). Hosting is described only as third-party vendors, with no processors or locations named, while the footer says Made in EU (2 of 20). 15 + 10 + 0 + 2 = 27.
Reliability Robolly +6
DynaPictures 42
Hosted lines. No status page found in the docs, llms.txt or footer (0). No readable incident history (5). The monthly image quota is reported in RateLimit headers on generation, but no per-second or per-minute limit is published (5 of 15). The agent skill gives a status table with what to do for each, GET /links sends Retry-After on 503, and the docs warn that generation isn't idempotent and to check before retrying a 504 (12 of 15). The terms guarantee 94 per cent annual availability, a low figure but a published SLA (10). Nothing is labelled beta (10). 0 + 5 + 5 + 12 + 10 + 10 = 42.
Robolly 48
Hosted lines. The footer links an UptimeRobot status page, but it loads its figures from /api/, which stats.uptimerobot.com's robots.txt disallows, so the page showed no monitors or history (10 of 20 for a page that exists) and no history was read (5). A hard limit of 3 renders a second is published (15). The rate-limit error code and advice to send renders one at a time, and identical renders are cached for 45 days at no cost, which makes a retry safe; there's no Retry-After or backoff interval (8 of 15). No SLA found (0). The API isn't labelled beta (10). 10 + 5 + 15 + 8 + 0 + 10 = 48.
Payments & pricing Robolly +5
DynaPictures 30
No x402, MPP or L402 (0). Image allowances per plan and AI credit packs ($20 for 1,000 credits) are public, but plan prices are filled in by the FastSpring script and weren't readable (10 of 20). Free plan and a 14-day trial with 30 API credits, no card (20). auth.md says a person has to copy the key; there is no OAuth or programmatic key (0). 0 + 10 + 20 + 0 = 30.
Robolly 35
No x402, MPP or L402 (0). Plan prices are public and a table gives the credit cost of each format and size (15 of 20). 7-day trial with no card (20). A person signs up, then copies the key or approves OAuth (0). 0 + 15 + 20 + 0 = 35.
Score by category
| Category | Weight this run | DynaPictures | Robolly | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 42 | 48 | Robolly +6 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 82 | 57 | DynaPictures +25 |
| Agent ergonomics | 13%16.2 | 45 | 75 | Robolly +30 |
| Security & auth | 14%17.5 | 26 | 47 | Robolly +21 |
| Payments & pricing | 10%12.5 | 30 | 35 | Robolly +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 4 | 5 | Robolly +1 |
| Transparency & trust | 7%8.8 | 63 | 49 | DynaPictures +14 |
| Negative events | ≤15 | 0 | 0 | |
| Total | E 43.2/100 | D 48.4/100 |
Facts side by side
| Fact | DynaPictures | Robolly |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | DynaPictures GmbH | Avantis Innovations LLC (Robolly) |
| Hosted endpoint | https://api.dynapictures.com | https://api.robolly.com/v1 |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | Closed service under the DynaPictures terms of use (revision 2/2026) | Closed service under the Robolly terms of use (effective 8 April 2026) |
| Tools exposed | none | 9 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Terms last updated | no date given | 2026-04-08 |
| Privacy policy last updated | no date given | 2026-04-08 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| 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 | yes |
| Arbitration or class-action waiver | not found in the text | yes |
Verdicts
DynaPictures
An OpenAPI 3.1 file, an agent skill and a six-month removal notice with Sunset headers make DynaPictures' template rendering easy to plan around, with a free plan and no-card trial. The single API key opens the whole account, requests aren't idempotent, and no changelog, status page or dated release was found.
Robolly
Robolly's nine MCP tools, synchronous renders, typed error codes and free cached re-renders keep template rendering cheap and predictable for an agent, and OAuth connections can be revoked per client. There is no OpenAPI file, changelog or dated release, and API access starts at $39 a month after a 7-day trial.
Before you call either
DynaPictures
- Use
GET /templatesto find a template UID and its layer names before generating - Check whether an image exists before retrying a timed-out
POST /designs/{UID}; retries can be charged - Treat 403 as a spent quota or expired trial and stop; wait for
Retry-Afteronly on 503 - Poll
GET /ai/generate/{jobUid}about every 2 seconds and download the result, since the URL may expire - Keep the API key out of image URLs; use signed or public links for embedding
Robolly
- Call
get_template_modificationsbeforerenderto learn the keys a template accepts - Send renders one at a time; the API refuses more than 3 a second with
rate-limit - Repeat an identical render freely; it is cached for 45 days and costs nothing
- Poll
get_renderafterrender_video, since video renders are queued - Stop on
render-limit-exhaustedand tell the user the monthly credits are spent
Questions
Which is better for AI agents, DynaPictures or Robolly?
Robolly scores 48.4 (D) on agent readiness against DynaPictures's 43.2 (E), and leads in 5 of 7 scored categories. DynaPictures leads on schema & documentation and transparency & trust.
Do DynaPictures and Robolly need an API key?
DynaPictures needs an API key. Robolly takes an API key or an OAuth sign-in.
Can an agent call DynaPictures and Robolly without installing anything?
Yes. DynaPictures has a hosted endpoint at https://api.dynapictures.com and Robolly at https://api.robolly.com/v1.
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Machine-readable
- This page as Markdown
/compare/dynapictures-vs-robolly.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/dynapictures.json·/api/v1/tools/robolly.json - From a terminal
anchor compare dynapictures robolly(the CLI) - Over MCP
compare_tools {"a": "dynapictures", "b": "robolly"}at/mcp, no key