# Provider: ionstream

- **TrackLLM** — machine-readable twin of [providers/ionstream.html](https://www.trackllm.net/providers/ionstream.html). Every page on the site has a `.md` sibling at the same path; links below point at those.
- **Atom feed** of this page's detected changes: [feeds/providers/ionstream.xml](https://www.trackllm.net/feeds/providers/ionstream.xml)
- **JSON** this page is rendered from: [data/providers/ionstream.json](https://www.trackllm.net/data/providers/ionstream.json) (provider JSON)
- **Raw data** (every collected response): https://github.com/timothee-chauvin/trackllm_data · Built 2026-10-15 18:26 UTC

[Home](https://www.trackllm.net/index.md) / ionstream

9 endpoints across 9 models and 4 serving variants, monitored since 2026-06-22. 4 changes detected across 4 endpoints.

## Drift rate

Detected changes per endpoint-year of monitoring, with a 95% Poisson interval. A rate is withheld below 0.5 endpoint-years of exposure.

| Method | Endpoints | Endpoint-years | Changes | Rate (/endpoint-year) | 95% interval |
| --- | --- | --- | --- | --- | --- |
| LT | 7 | 0.54 | 0 | 0.00 | 0.00–5.51 |
| B3IT | 8 | 0.48 | 4 | — | — |

## Drift by model

Every endpoint ionstream serves. Each endpoint's full drift series and detected changes are in the JSON above.

## Monitoring & changes over time

Endpoints under monitoring each month (the exposure the rate divides by) are in the JSON above under `months` and `variants[].monitoring`.

## Serving variants

A provider's quantizations are separate serving stacks and drift separately.

| Variant | Endpoints | LT rate | LT 95% interval | LT changes | B3IT endpoints | B3IT changes |
| --- | --- | --- | --- | --- | --- | --- |
| fp4 | 4 | — | — | 0 | 4 | 2 |
| — | 2 | — | — | 0 | 2 | 2 |
| fp8 | 2 | — | — | 0 | 2 | 0 |
| bf16 | 1 | — | — | 0 | 0 | 0 |

## Endpoints

| Model | Variant | Org | Status | Changes | Methods | Last change |
| --- | --- | --- | --- | --- | --- | --- |
| [deepseek-v4-pro](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-pro23ionstream2ffp4.md) | [ionstream/fp4](https://www.trackllm.net/providers/ionstream.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 1 | `LT` `B3IT` | 2026-08-02 |
| [deepseek-v4-pro-0813](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-pro-081323ionstream.md) | [ionstream](https://www.trackllm.net/providers/ionstream.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | tracked | 1 | `LT` `B3IT` | 2026-09-29 |
| [deepseek-v4.1-flash](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4.1-flash23ionstream.md) | [ionstream](https://www.trackllm.net/providers/ionstream.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | tracked | 1 | `LT` `B3IT` | 2026-10-10 |
| [glm-5.2](https://www.trackllm.net/endpoints/z-ai2fglm-5.223ionstream2ffp4.md) | [ionstream/fp4](https://www.trackllm.net/providers/ionstream.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | retired | 1 | `B3IT` | 2026-07-29 |
| [deepseek-v4-flash](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash23ionstream2ffp4.md) | [ionstream/fp4](https://www.trackllm.net/providers/ionstream.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `LT` `B3IT` | — |
| [deepseek-v4-flash-0731](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash-073123ionstream2ffp4.md) | [ionstream/fp4](https://www.trackllm.net/providers/ionstream.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `B3IT` | — |
| [gemma-4-26b-a4b-it](https://www.trackllm.net/endpoints/google2fgemma-4-26b-a4b-it23ionstream2fbf16.md) | [ionstream/bf16](https://www.trackllm.net/providers/ionstream.md) | [google](https://www.trackllm.net/orgs/google.md) | retired | 0 | `LT` | — |
| [qwen3-coder-next](https://www.trackllm.net/endpoints/qwen2fqwen3-coder-next23ionstream2ffp8.md) | [ionstream/fp8](https://www.trackllm.net/providers/ionstream.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` `B3IT` | — |
| [qwen3.8-27b](https://www.trackllm.net/endpoints/qwen2fqwen3.8-27b23ionstream2ffp8.md) | [ionstream/fp8](https://www.trackllm.net/providers/ionstream.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` `B3IT` | — |

## Detected changes

| Date | Endpoint | Method | Magnitude | Description |
| --- | --- | --- | --- | --- |
| 2026-10-10 | [deepseek-v4.1-flash @ ionstream](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4.1-flash23ionstream.md) | B3IT | TV 0.34 | Probe-prompt outputs shifted (total variation 0.34) |
| 2026-09-29 | [deepseek-v4-pro-0813 @ ionstream](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-pro-081323ionstream.md) | B3IT | TV 0.30 | Probe-prompt outputs shifted (total variation 0.30) |
| 2026-08-02 | [deepseek-v4-pro @ ionstream/fp4](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-pro23ionstream2ffp4.md) | B3IT | TV 0.30 | Probe-prompt outputs shifted (total variation 0.30) |
| 2026-07-29 | [glm-5.2 @ ionstream/fp4](https://www.trackllm.net/endpoints/z-ai2fglm-5.223ionstream2ffp4.md) | B3IT | TV 0.57 | Probe-prompt outputs shifted (total variation 0.57) |


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