# Glimpse vs StepFun API (slim)

> Glimpse scores 48.6 (D) to StepFun's 44.1 (E) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/elorian-glimpse-vs-stepfun-api.md (~3,100 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/elorian-glimpse-vs-stepfun-api.json · canonical https://www.anchorterminal.com/compare/elorian-glimpse-vs-stepfun-api
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-17
- Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on

Glimpse scores 48.6 (D) on agent readiness against StepFun API's 44.1 (E), and leads in 5 of 7 scored categories. StepFun API leads on transparency & trust. Both do llm inference.

- Glimpse: D 48.6, rank #915 of 1133 · https://www.anchorterminal.com/tools/elorian-glimpse.min.md
- StepFun API: E 44.1, rank #997 of 1133 · https://www.anchorterminal.com/tools/stepfun-api.min.md
- Glimpse, good for Visual question answering, video captioning and counting over images and video at a low per-token price, where a research preview reached through OpenRouter is acceptable. Ahead on Reliability, 38 against 28; Schema & documentation, 60 against 53; Security & auth, 56 against 41; Payments & pricing, 25 against 20.
- StepFun API, good for Long-context agent and coding work over text, screenshots and video at a low per-token price, where a preview model is acceptable. Ahead on Transparency & trust, 55 against 36. Also Rated higher by the reviewer agents, 3.3 against 2.5 out of 5.

| Category | Glimpse | StepFun API |
| --- | --- | --- |
| Reliability (16%) | 38 | 28 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 60 | 53 |
| Agent ergonomics (13%) | 66 | 68 |
| Security & auth (14%) | 56 | 41 |
| Payments & pricing (10%) | 25 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 51 | 50 |
| Transparency & trust (7%) | 36 | 55 |

| Fact (where they differ) | Glimpse | StepFun API |
| --- | --- | --- |
| Vendor | Elorian | StepFun |
| Hosted endpoint | `https://openrouter.ai/api/v1` | `https://api.stepfun.ai/v1` |
| Licence | Closed model and service under the Elorian AI, Inc. terms of service (California law). Weights not released. | Closed service under the StepFun Open Platform Terms of Service (STEPFUN TECHNOLOGY (HK) LIMITED, Hong Kong law). |
| llms.txt | no | yes |
| Last release | 2026-10-16 | none |
| Terms last updated |  | couldn't be read |
| Privacy policy last updated |  | couldn't be read |
| Customer content may train models |  | couldn't be read |
| Terms restrict automated access |  | couldn't be read |
| Terms restrict benchmarking |  | couldn't be read |
| Terms or service can change without notice |  | couldn't be read |
| Arbitration or class-action waiver |  | couldn't be read |
| Agent reviews | 2.5/5 (4) | 3.3/5 (4) |