# Provider: nebius

- **TrackLLM** — machine-readable twin of [providers/nebius.html](https://www.trackllm.net/providers/nebius.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/nebius.xml](https://www.trackllm.net/feeds/providers/nebius.xml)
- **JSON** this page is rendered from: [data/providers/nebius.json](https://www.trackllm.net/data/providers/nebius.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) / nebius

41 endpoints across 39 models and 5 serving variants, monitored since 2025-06-18. 8 changes detected across 6 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 | 40 | 10.51 | 8 | 0.76 | 0.23–1.29 |
| B3IT | 3 | 0.4 | 0 | — | — |

## Drift by model

Every endpoint nebius 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 |
| --- | --- | --- | --- | --- | --- | --- |
| fp8 | 33 | 0.83 | 0.22–1.45 | 7 | 3 | 0 |
| fp4 | 3 | 0.00 | 0.00–4.03 | 0 | 0 | 0 |
| base | 2 | 0.00 | 0.00–5.68 | 0 | 0 | 0 |
| fast | 2 | 1.89 | 0.00–5.60 | 1 | 0 | 0 |
| — | 1 | — | — | 0 | 0 | 0 |

## Endpoints

| Model | Variant | Org | Status | Changes | Methods | Last change |
| --- | --- | --- | --- | --- | --- | --- |
| [hermes-4-405b](https://www.trackllm.net/endpoints/nousresearch2fhermes-4-405b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [nousresearch](https://www.trackllm.net/orgs/nousresearch.md) | retired, not selected | 3 | `LT` | 2025-10-15 |
| [deepseek-r1](https://www.trackllm.net/endpoints/deepseek2fdeepseek-r123nebius2ffast.md) | [nebius/fast](https://www.trackllm.net/providers/nebius.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 1 | `LT` | 2025-08-06 |
| [deepseek-r1-0528](https://www.trackllm.net/endpoints/deepseek2fdeepseek-r1-052823nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 1 | `LT` | 2025-08-19 |
| [llama-3.1-nemotron-ultra-253b-v1](https://www.trackllm.net/endpoints/nvidia2fllama-3.1-nemotron-ultra-253b-v123nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [nvidia](https://www.trackllm.net/orgs/nvidia.md) | retired | 1 | `LT` | 2025-09-16 |
| [qwen3-30b-a3b](https://www.trackllm.net/endpoints/qwen2fqwen3-30b-a3b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 1 | `LT` | 2025-09-17 |
| [qwq-32b](https://www.trackllm.net/endpoints/qwen2fqwq-32b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 1 | `LT` | 2025-09-11 |
| [deepseek-chat](https://www.trackllm.net/endpoints/deepseek2fdeepseek-chat23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `LT` | — |
| [deepseek-chat-v3-0324](https://www.trackllm.net/endpoints/deepseek2fdeepseek-chat-v3-032423nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `LT` | — |
| [deepseek-r1](https://www.trackllm.net/endpoints/deepseek2fdeepseek-r123nebius2fbase.md) | [nebius/base](https://www.trackllm.net/providers/nebius.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `LT` | — |
| [deepseek-r1-distill-llama-70b](https://www.trackllm.net/endpoints/deepseek2fdeepseek-r1-distill-llama-70b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `LT` | — |
| [deepseek-v4-flash-0731](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash-073123nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `B3IT` | — |
| [devstral-small](https://www.trackllm.net/endpoints/mistralai2fdevstral-small23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [mistralai](https://www.trackllm.net/orgs/mistralai.md) | retired | 0 | `LT` | — |
| [devstral-small-2505](https://www.trackllm.net/endpoints/mistralai2fdevstral-small-250523nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [mistralai](https://www.trackllm.net/orgs/mistralai.md) | retired | 0 | `LT` | — |
| [gemma-3-27b-it](https://www.trackllm.net/endpoints/google2fgemma-3-27b-it23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [google](https://www.trackllm.net/orgs/google.md) | retired | 0 | `LT` `B3IT` | — |
| [gpt-oss-120b](https://www.trackllm.net/endpoints/openai2fgpt-oss-120b23nebius2ffp4.md) | [nebius/fp4](https://www.trackllm.net/providers/nebius.md) | [openai](https://www.trackllm.net/orgs/openai.md) | retired, not selected | 0 | `LT` | — |
| [gpt-oss-20b](https://www.trackllm.net/endpoints/openai2fgpt-oss-20b23nebius2ffp4.md) | [nebius/fp4](https://www.trackllm.net/providers/nebius.md) | [openai](https://www.trackllm.net/orgs/openai.md) | retired | 0 | `LT` | — |
| [hermes-3-llama-3.1-405b](https://www.trackllm.net/endpoints/nousresearch2fhermes-3-llama-3.1-405b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [nousresearch](https://www.trackllm.net/orgs/nousresearch.md) | retired | 0 | `LT` | — |
| [hermes-4-70b](https://www.trackllm.net/endpoints/nousresearch2fhermes-4-70b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [nousresearch](https://www.trackllm.net/orgs/nousresearch.md) | retired | 0 | `LT` | — |
| [kimi-k2](https://www.trackllm.net/endpoints/moonshotai2fkimi-k223nebius2ffp4.md) | [nebius/fp4](https://www.trackllm.net/providers/nebius.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | retired | 0 | `LT` | — |
| [kimi-k2-thinking](https://www.trackllm.net/endpoints/moonshotai2fkimi-k2-thinking23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | retired | 0 | `LT` | — |
| [llama-3.1-405b-instruct](https://www.trackllm.net/endpoints/meta-llama2fllama-3.1-405b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | retired | 0 | `LT` | — |
| [llama-3.1-70b-instruct](https://www.trackllm.net/endpoints/meta-llama2fllama-3.1-70b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | retired | 0 | `LT` | — |
| [llama-3.1-8b-instruct](https://www.trackllm.net/endpoints/meta-llama2fllama-3.1-8b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | retired | 0 | `LT` | — |
| [llama-3.3-70b-instruct](https://www.trackllm.net/endpoints/meta-llama2fllama-3.3-70b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | retired | 0 | `LT` | — |
| [llama-3.3-nemotron-super-49b-v1](https://www.trackllm.net/endpoints/nvidia2fllama-3.3-nemotron-super-49b-v123nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [nvidia](https://www.trackllm.net/orgs/nvidia.md) | retired | 0 | `LT` | — |
| [llama-guard-3-8b](https://www.trackllm.net/endpoints/meta-llama2fllama-guard-3-8b23nebius.md) | [nebius](https://www.trackllm.net/providers/nebius.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | retired | 0 | `LT` | — |
| [minimax-m2.1](https://www.trackllm.net/endpoints/minimax2fminimax-m2.123nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [minimax](https://www.trackllm.net/orgs/minimax.md) | retired | 0 | `LT` | — |
| [mistral-nemo](https://www.trackllm.net/endpoints/mistralai2fmistral-nemo23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [mistralai](https://www.trackllm.net/orgs/mistralai.md) | retired | 0 | `LT` | — |
| [mistral-small-3.1-24b-instruct](https://www.trackllm.net/endpoints/mistralai2fmistral-small-3.1-24b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [mistralai](https://www.trackllm.net/orgs/mistralai.md) | retired | 0 | `LT` | — |
| [phi-4](https://www.trackllm.net/endpoints/microsoft2fphi-423nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [microsoft](https://www.trackllm.net/orgs/microsoft.md) | retired | 0 | `LT` | — |
| [qwen-2.5-72b-instruct](https://www.trackllm.net/endpoints/qwen2fqwen-2.5-72b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen-2.5-coder-32b-instruct](https://www.trackllm.net/endpoints/qwen2fqwen-2.5-coder-32b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen2.5-vl-72b-instruct](https://www.trackllm.net/endpoints/qwen2fqwen2.5-vl-72b-instruct23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen3-14b](https://www.trackllm.net/endpoints/qwen2fqwen3-14b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen3-235b-a22b](https://www.trackllm.net/endpoints/qwen2fqwen3-235b-a22b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen3-235b-a22b-2507](https://www.trackllm.net/endpoints/qwen2fqwen3-235b-a22b-250723nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired, not selected | 0 | `LT` | — |
| [qwen3-30b-a3b-instruct-2507](https://www.trackllm.net/endpoints/qwen2fqwen3-30b-a3b-instruct-250723nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` `B3IT` | — |
| [qwen3-32b](https://www.trackllm.net/endpoints/qwen2fqwen3-32b23nebius2fbase.md) | [nebius/base](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen3-32b](https://www.trackllm.net/endpoints/qwen2fqwen3-32b23nebius2ffast.md) | [nebius/fast](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen3-coder](https://www.trackllm.net/endpoints/qwen2fqwen3-coder23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [qwen3-next-80b-a3b-thinking](https://www.trackllm.net/endpoints/qwen2fqwen3-next-80b-a3b-thinking23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired | 0 | `LT` | — |
| [kimi-k2.7-code](https://www.trackllm.net/endpoints/moonshotai2fkimi-k2.7-code23nebius2ffp4.md) | [nebius/fp4](https://www.trackllm.net/providers/nebius.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | not selected, errors out | 0 | — | — |
| [nemotron-3-nano-30b-a3b](https://www.trackllm.net/endpoints/nvidia2fnemotron-3-nano-30b-a3b23nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [nvidia](https://www.trackllm.net/orgs/nvidia.md) | retired | 0 | — | — |
| [glm-5.1](https://www.trackllm.net/endpoints/z-ai2fglm-5.123nebius2ffp8.md) | [nebius/fp8](https://www.trackllm.net/providers/nebius.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | not selected | 0 | — | — |
| [glm-5.2](https://www.trackllm.net/endpoints/z-ai2fglm-5.223nebius2ffp4.md) | [nebius/fp4](https://www.trackllm.net/providers/nebius.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | not selected | 0 | — | — |

## Detected changes

| Date | Endpoint | Method | Magnitude | Description |
| --- | --- | --- | --- | --- |
| 2025-10-15 | [hermes-4-405b @ nebius/fp8](https://www.trackllm.net/endpoints/nousresearch2fhermes-4-405b23nebius2ffp8.md) | LT | shift 0.60 | Logprob averages moved 0.60 nats from baseline |
| 2025-09-25 | [hermes-4-405b @ nebius/fp8](https://www.trackllm.net/endpoints/nousresearch2fhermes-4-405b23nebius2ffp8.md) | LT | shift 0.63 | Logprob averages moved 0.63 nats from baseline |
| 2025-09-17 | [qwen3-30b-a3b @ nebius/fp8](https://www.trackllm.net/endpoints/qwen2fqwen3-30b-a3b23nebius2ffp8.md) | LT | shift 0.87 | Logprob averages moved 0.87 nats from baseline |
| 2025-09-16 | [llama-3.1-nemotron-ultra-253b-v1 @ nebius/fp8](https://www.trackllm.net/endpoints/nvidia2fllama-3.1-nemotron-ultra-253b-v123nebius2ffp8.md) | LT | shift 1.94 | Logprob averages moved 1.94 nats from baseline |
| 2025-09-11 | [qwq-32b @ nebius/fp8](https://www.trackllm.net/endpoints/qwen2fqwq-32b23nebius2ffp8.md) | LT | shift 1.16 | Logprob averages moved 1.16 nats from baseline |
| 2025-09-10 | [hermes-4-405b @ nebius/fp8](https://www.trackllm.net/endpoints/nousresearch2fhermes-4-405b23nebius2ffp8.md) | LT | shift 0.65 | Logprob averages moved 0.65 nats from baseline |
| 2025-08-19 | [deepseek-r1-0528 @ nebius/fp8](https://www.trackllm.net/endpoints/deepseek2fdeepseek-r1-052823nebius2ffp8.md) | LT | shift 1.42 | Logprob averages moved 1.42 nats from baseline |
| 2025-08-06 | [deepseek-r1 @ nebius/fast](https://www.trackllm.net/endpoints/deepseek2fdeepseek-r123nebius2ffast.md) | LT | shift 5.16 | Logprob averages moved 5.16 nats from baseline |


---
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