# meta-llama/llama-3.1-8b-instruct @ cloudflare/fp8

- **TrackLLM** — machine-readable twin of [endpoints/meta-llama2fllama-3.1-8b-instruct23cloudflare2ffp8.html](https://www.trackllm.net/endpoints/meta-llama2fllama-3.1-8b-instruct23cloudflare2ffp8.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/endpoints/meta-llama2fllama-3.1-8b-instruct23cloudflare2ffp8.xml](https://www.trackllm.net/feeds/endpoints/meta-llama2fllama-3.1-8b-instruct23cloudflare2ffp8.xml)
- **JSON** this page is rendered from: [data/models/meta-llama2fllama-3.1-8b-instruct.json](https://www.trackllm.net/data/models/meta-llama2fllama-3.1-8b-instruct.json) (model JSON)
- **Raw data** (every collected response): https://github.com/timothee-chauvin/trackllm_data · Built 2026-09-09 09:47 UTC

[Home](https://www.trackllm.net/index.md) / [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) / [llama-3.1-8b-instruct](https://www.trackllm.net/models/meta-llama2fllama-3.1-8b-instruct.md) / @ cloudflare/fp8

Model: [meta-llama/llama-3.1-8b-instruct](https://www.trackllm.net/models/meta-llama2fllama-3.1-8b-instruct.md) · Served by: [Cloudflare Workers AI](https://www.trackllm.net/providers/cloudflare.md) (fp8) · Organization: [meta-llama](https://www.trackllm.net/orgs/meta-llama.md) · Methods: none (not_selected)

llama-3.1-8b-instruct is served by 9 providers (see the model page).
cloudflare serves 5 models (see the provider page).

## Tracking status

- **LT** — no logprobs: This endpoint does not return logprobs, so logprob tracking is impossible.
- **B3IT** — not selected: This endpoint vetted fine, but the selection budget went to more popular models.

## Endpoint details

From the OpenRouter catalog snapshot.

| Field | Value |
| --- | --- |
| Pricing (per Mtok) | $0.15 in · $0.29 out |
| Listed since | 2024-07-23 |
| Claims temperature | yes |
| Claims logprobs | no |


## Spend

What OpenRouter billed for tracking this endpoint. Spend recorded since 2026-06-24.

| Total to date | Last 30 days | Queries |
| --- | --- | --- |
| $0.00023 | $0.000061 | 111 |

## Methods

- **LT — logprob tracking.** Primary signal where the provider returns logprobs. The drift is the mean absolute change in the returned tokens' log-probabilities versus the reference period (nats). A detected changepoint is published once the level shift across it — mean drift over the 7 days after minus the 7 days before — reaches 0.1 nats; that shift is the magnitude shown.
- **B3IT — border inputs.** Black-box fallback for endpoints that hide logprobs. Tracks how far the top-token votes on a ranked set of near-tie prompts have moved from the reference distribution (total variation, 0–1).

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Data collected via the OpenRouter API. [Home](https://www.trackllm.net/index.md) · [Changes](https://www.trackllm.net/changes.md) · [Providers](https://www.trackllm.net/providers.md) · [Endpoints](https://www.trackllm.net/endpoints.md) · [Methodology](https://www.trackllm.net/methodology.md) · [About](https://www.trackllm.net/about.md) · [GitHub](https://www.trackllm.net/github.md)