# Provider: parasail

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

38 endpoints across 37 models and 6 serving variants, monitored since 2025-12-03. 7 changes detected across 5 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 | 30 | 6.77 | 3 | 0.44 | 0.00–0.95 |
| B3IT | 9 | 1.87 | 4 | 2.14 | 0.04–4.23 |

## Drift by model

Every endpoint parasail 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 | 19 | 0.00 | 0.00–0.91 | 0 | 5 | 3 |
| bf16 | 12 | 0.73 | 0.00–1.75 | 2 | 1 | 0 |
| fp4 | 4 | — | — | 0 | 2 | 1 |
| fast | 1 | — | — | 0 | 1 | 0 |
| fp16 | 1 | — | — | 1 | 0 | 0 |
| int4 | 1 | — | — | 0 | 0 | 0 |

## Endpoints

| Model | Variant | Org | Status | Changes | Methods | Last change |
| --- | --- | --- | --- | --- | --- | --- |
| [deepseek-v4-flash](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | tracked | 2 | `B3IT` | 2026-10-03 |
| [llama-3.2-3b-instruct](https://www.trackllm.net/endpoints/meta-llama2fllama-3.2-3b-instruct23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | tracked | 2 | `LT` | 2026-10-01 |
| [deepseek-v3.2](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v3.223parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 1 | `B3IT` | 2026-03-14 |
| [glm-5.2](https://www.trackllm.net/endpoints/z-ai2fglm-5.223parasail2ffp4.md) | [parasail/fp4](https://www.trackllm.net/providers/parasail.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | retired, errors out | 1 | `B3IT` | 2026-08-14 |
| [mythomax-l2-13b](https://www.trackllm.net/endpoints/gryphe2fmythomax-l2-13b23parasail2ffp16.md) | [parasail/fp16](https://www.trackllm.net/providers/parasail.md) | [gryphe](https://www.trackllm.net/orgs/gryphe.md) | tracked | 1 | `LT` | 2026-09-01 |
| [cydonia-24b-v4.1](https://www.trackllm.net/endpoints/thedrummer2fcydonia-24b-v4.123parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [thedrummer](https://www.trackllm.net/orgs/thedrummer.md) | tracked | 0 | `LT` | — |
| [deepseek-chat-v3.1](https://www.trackllm.net/endpoints/deepseek2fdeepseek-chat-v3.123parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired | 0 | `LT` | — |
| [deepseek-v4-pro](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-pro23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | retired, errors out | 0 | `B3IT` | — |
| [deepseek-v4-pro-0813](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-pro-081323parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | tracked | 0 | `LT` | — |
| [deepseek-v4.1-flash](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4.1-flash23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | tracked | 0 | `B3IT` | — |
| [gemma-3-27b-it](https://www.trackllm.net/endpoints/google2fgemma-3-27b-it23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [google](https://www.trackllm.net/orgs/google.md) | tracked | 0 | `LT` | — |
| [gemma-4-26b-a4b-it](https://www.trackllm.net/endpoints/google2fgemma-4-26b-a4b-it23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [google](https://www.trackllm.net/orgs/google.md) | tracked | 0 | `LT` | — |
| [gemma-4-31b-it](https://www.trackllm.net/endpoints/google2fgemma-4-31b-it23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [google](https://www.trackllm.net/orgs/google.md) | tracked | 0 | `LT` | — |
| [glm-5.3-flash](https://www.trackllm.net/endpoints/z-ai2fglm-5.3-flash23parasail2ffast.md) | [parasail/fast](https://www.trackllm.net/providers/parasail.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | tracked | 0 | `B3IT` | — |
| [glm-5.3-flash](https://www.trackllm.net/endpoints/z-ai2fglm-5.3-flash23parasail2ffp4.md) | [parasail/fp4](https://www.trackllm.net/providers/parasail.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | tracked | 0 | `B3IT` | — |
| [gpt-oss-120b](https://www.trackllm.net/endpoints/openai2fgpt-oss-120b23parasail2ffp4.md) | [parasail/fp4](https://www.trackllm.net/providers/parasail.md) | [openai](https://www.trackllm.net/orgs/openai.md) | tracked | 0 | `LT` | — |
| [gpt-oss-20b](https://www.trackllm.net/endpoints/openai2fgpt-oss-20b23parasail2ffp4.md) | [parasail/fp4](https://www.trackllm.net/providers/parasail.md) | [openai](https://www.trackllm.net/orgs/openai.md) | tracked | 0 | `LT` | — |
| [kimi-k2-thinking](https://www.trackllm.net/endpoints/moonshotai2fkimi-k2-thinking23parasail2fint4.md) | [parasail/int4](https://www.trackllm.net/providers/parasail.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | retired | 0 | `LT` | — |
| [kimi-linear-48b-a3b-instruct](https://www.trackllm.net/endpoints/moonshotai2fkimi-linear-48b-a3b-instruct23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | retired | 0 | `LT` | — |
| [l3-lunaris-8b](https://www.trackllm.net/endpoints/sao10k2fl3-lunaris-8b23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [sao10k](https://www.trackllm.net/orgs/sao10k.md) | tracked | 0 | `LT` | — |
| [llama-3.3-70b-instruct](https://www.trackllm.net/endpoints/meta-llama2fllama-3.3-70b-instruct23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | tracked | 0 | `LT` | — |
| [llama-4-maverick](https://www.trackllm.net/endpoints/meta-llama2fllama-4-maverick23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) | tracked | 0 | `LT` | — |
| [mimo-v2.5](https://www.trackllm.net/endpoints/xiaomi2fmimo-v2.523parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [xiaomi](https://www.trackllm.net/orgs/xiaomi.md) | retired | 0 | `B3IT` | — |
| [minimax-m3](https://www.trackllm.net/endpoints/minimax2fminimax-m323parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [minimax](https://www.trackllm.net/orgs/minimax.md) | retired, not selected | 0 | `LT` | — |
| [mistral-nemo](https://www.trackllm.net/endpoints/mistralai2fmistral-nemo23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [mistralai](https://www.trackllm.net/orgs/mistralai.md) | tracked | 0 | `LT` | — |
| [mistral-small-3.2-24b-instruct](https://www.trackllm.net/endpoints/mistralai2fmistral-small-3.2-24b-instruct23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [mistralai](https://www.trackllm.net/orgs/mistralai.md) | tracked | 0 | `LT` `B3IT` | — |
| [qwen2.5-vl-72b-instruct](https://www.trackllm.net/endpoints/qwen2fqwen2.5-vl-72b-instruct23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` | — |
| [qwen3-235b-a22b-2507](https://www.trackllm.net/endpoints/qwen2fqwen3-235b-a22b-250723parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` | — |
| [qwen3-coder-next](https://www.trackllm.net/endpoints/qwen2fqwen3-coder-next23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` | — |
| [qwen3-next-80b-a3b-instruct](https://www.trackllm.net/endpoints/qwen2fqwen3-next-80b-a3b-instruct23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` | — |
| [qwen3-vl-235b-a22b-instruct](https://www.trackllm.net/endpoints/qwen2fqwen3-vl-235b-a22b-instruct23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` | — |
| [qwen3-vl-8b-instruct](https://www.trackllm.net/endpoints/qwen2fqwen3-vl-8b-instruct23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` | — |
| [qwen3.5-9b](https://www.trackllm.net/endpoints/qwen2fqwen3.5-9b23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | retired, not selected | 0 | `LT` | — |
| [qwen3.8-27b](https://www.trackllm.net/endpoints/qwen2fqwen3.8-27b23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | tracked | 0 | `LT` | — |
| [rocinante-12b](https://www.trackllm.net/endpoints/thedrummer2frocinante-12b23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [thedrummer](https://www.trackllm.net/orgs/thedrummer.md) | retired | 0 | `LT` | — |
| [skyfall-36b-v2](https://www.trackllm.net/endpoints/thedrummer2fskyfall-36b-v223parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [thedrummer](https://www.trackllm.net/orgs/thedrummer.md) | tracked | 0 | `LT` | — |
| [ui-tars-1.5-7b](https://www.trackllm.net/endpoints/bytedance2fui-tars-1.5-7b23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [bytedance](https://www.trackllm.net/orgs/bytedance.md) | tracked | 0 | `LT` | — |
| [unslopnemo-12b](https://www.trackllm.net/endpoints/thedrummer2funslopnemo-12b23parasail2fbf16.md) | [parasail/bf16](https://www.trackllm.net/providers/parasail.md) | [thedrummer](https://www.trackllm.net/orgs/thedrummer.md) | tracked | 0 | `LT` | — |
| [deepseek-v4-flash-0731](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash-073123parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [deepseek](https://www.trackllm.net/orgs/deepseek.md) | not selected, errors out | 0 | — | — |
| [gemma-3-4b-it](https://www.trackllm.net/endpoints/google2fgemma-3-4b-it23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [google](https://www.trackllm.net/orgs/google.md) | pending | 0 | — | — |
| [kimi-k2.6](https://www.trackllm.net/endpoints/moonshotai2fkimi-k2.623parasail2fint4.md) | [parasail/int4](https://www.trackllm.net/providers/parasail.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | not selected, errors out | 0 | — | — |
| [kimi-k3](https://www.trackllm.net/endpoints/moonshotai2fkimi-k323parasail2ffast.md) | [parasail/fast](https://www.trackllm.net/providers/parasail.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | too expensive | 0 | — | — |
| [kimi-k3](https://www.trackllm.net/endpoints/moonshotai2fkimi-k323parasail2ffp4.md) | [parasail/fp4](https://www.trackllm.net/providers/parasail.md) | [moonshotai](https://www.trackllm.net/orgs/moonshotai.md) | too expensive | 0 | — | — |
| [qwen3.5-35b-a3b](https://www.trackllm.net/endpoints/qwen2fqwen3.5-35b-a3b23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | not selected, errors out | 0 | — | — |
| [qwen3.5-397b-a17b](https://www.trackllm.net/endpoints/qwen2fqwen3.5-397b-a17b23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | not selected, errors out | 0 | — | — |
| [qwen3.6-35b-a3b](https://www.trackllm.net/endpoints/qwen2fqwen3.6-35b-a3b23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [qwen](https://www.trackllm.net/orgs/qwen.md) | not selected, errors out | 0 | — | — |
| [glm-5.2](https://www.trackllm.net/endpoints/z-ai2fglm-5.223parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | retired, errors out | 0 | — | — |
| [glm-5.3-flash](https://www.trackllm.net/endpoints/z-ai2fglm-5.3-flash23parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | retired | 0 | — | — |
| [glm-5.3](https://www.trackllm.net/endpoints/z-ai2fglm-5.323parasail2ffp8.md) | [parasail/fp8](https://www.trackllm.net/providers/parasail.md) | [z-ai](https://www.trackllm.net/orgs/z-ai.md) | not selected, errors out | 0 | — | — |

## Detected changes

| Date | Endpoint | Method | Magnitude | Description |
| --- | --- | --- | --- | --- |
| 2026-10-03 | [deepseek-v4-flash @ parasail/fp8](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash23parasail2ffp8.md) | B3IT | TV 0.48 | Probe-prompt outputs shifted (total variation 0.48) |
| 2026-10-01 | [llama-3.2-3b-instruct @ parasail/bf16](https://www.trackllm.net/endpoints/meta-llama2fllama-3.2-3b-instruct23parasail2fbf16.md) | LT | shift 0.73 | Logprob averages moved 0.73 nats from baseline |
| 2026-09-01 | [mythomax-l2-13b @ parasail/fp16](https://www.trackllm.net/endpoints/gryphe2fmythomax-l2-13b23parasail2ffp16.md) | LT | shift 7.18 | Logprob averages moved 7.18 nats from baseline |
| 2026-08-20 | [llama-3.2-3b-instruct @ parasail/bf16](https://www.trackllm.net/endpoints/meta-llama2fllama-3.2-3b-instruct23parasail2fbf16.md) | LT | shift 0.19 | Logprob averages moved 0.19 nats from baseline |
| 2026-08-14 | [glm-5.2 @ parasail/fp4](https://www.trackllm.net/endpoints/z-ai2fglm-5.223parasail2ffp4.md) | B3IT | TV 0.50 | Probe-prompt outputs shifted (total variation 0.50) |
| 2026-07-09 | [deepseek-v4-flash @ parasail/fp8](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash23parasail2ffp8.md) | B3IT | TV 0.25 | Probe-prompt outputs shifted (total variation 0.25) |
| 2026-03-14 | [deepseek-v3.2 @ parasail/fp8](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v3.223parasail2ffp8.md) | B3IT | TV 0.30 | Probe-prompt outputs shifted (total variation 0.30) |


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