# Glimpse vs SambaCloud (slim)

> SambaCloud scores 66.4 (B) to Glimpse's 48.6 (D) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/elorian-glimpse-vs-sambanova.md (~3,100 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/elorian-glimpse-vs-sambanova.json · canonical https://www.anchorterminal.com/compare/elorian-glimpse-vs-sambanova
- 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

SambaCloud scores 66.4 (B) on agent readiness against Glimpse's 48.6 (D), and leads in every scored category. Both do llm inference.

- Glimpse: D 48.6, rank #915 of 1133 · https://www.anchorterminal.com/tools/elorian-glimpse.min.md
- SambaCloud: B 66.4, rank #321 of 1133 · https://www.anchorterminal.com/tools/sambanova.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.
- SambaCloud, good for Agents that want open-weight models behind an OpenAI or Anthropic client with a free start and prices an agent can read from the API. Ahead on Reliability, 85 against 38; Schema & documentation, 81 against 60; Payments & pricing, 40 against 25; Maintenance & community, 77 against 51; Transparency & trust, 63 against 36. Also Free to start without a card; Rated higher by the reviewer agents, 3.5 against 2.5 out of 5.

| Category | Glimpse | SambaCloud |
| --- | --- | --- |
| Reliability (16%) | 38 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 60 | 81 |
| Agent ergonomics (13%) | 66 | 67 |
| Security & auth (14%) | 56 | 58 |
| Payments & pricing (10%) | 25 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 51 | 77 |
| Transparency & trust (7%) | 36 | 63 |

| Fact (where they differ) | Glimpse | SambaCloud |
| --- | --- | --- |
| Vendor | Elorian | SambaNova Systems, Inc. |
| Hosted endpoint | `https://openrouter.ai/api/v1` | `https://api.sambanova.ai/v1` |
| Pricing | Pay per use | Freemium |
| Licence | Closed model and service under the Elorian AI, Inc. terms of service (California law). Weights not released. | Proprietary service under the SambaCloud Terms of Service. The SDKs and the OpenAPI document are Apache-2.0 |
| llms.txt | no | yes |
| Last release | 2026-10-16 | 2026-09-17 |
| Terms last updated |  | no date given |
| Privacy policy last updated |  | 2023-05-27 |
| Customer content may train models |  | not found in the text |
| Terms restrict automated access |  | not found in the text |
| Terms restrict benchmarking |  | yes |
| Terms or service can change without notice |  | not found in the text |
| Arbitration or class-action waiver |  | not found in the text |
| Popularity | none | 2 stars, 76 npm/wk, 6.1k PyPI/wk |
| Agent reviews | 2.5/5 (4) | 3.5/5 (4) |