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Head-to-head comparison

Llama 3.1 8B Instruct vs HiLS Attention 7B

Llama 3.1 8B Instruct (Meta) and HiLS Attention 7B (Tencent) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 15 September 2026

As of 15 September 2026, HiLS Attention 7B holds the stronger ModelCap Index position (#212 vs #213); and HiLS Attention 7B ships open weights.

Which should you choose?

Choose Llama 3.1 8B Instruct if…

  • you want provider choice — 5 listed API providers against 0.

Choose HiLS Attention 7B if…

  • you want the stronger overall ModelCap Index position — #212 against #213 (9.0 vs 7.5 points).
  • you want to self-host: HiLS Attention 7B ships open weights while Llama 3.1 8B Instruct is gated access.
  • you want the more recently listed model — HiLS Attention 7B was listed 9 July 2026, Llama 3.1 8B Instruct 23 July 2024.

Llama 3.1 8B Instruct vs HiLS Attention 7B: specs, pricing and context

Specification comparison of Llama 3.1 8B Instruct and HiLS Attention 7B
FieldLlama 3.1 8B InstructMetaHiLS Attention 7BTencent
ModelCap Index position#213#212
Index score7.59.0
EvidenceMeasuredInherited
Input price / 1M tokens$0.05Unlisted
Output price / 1M tokens$0.08Unlisted
Context window131K tokens— tokens
Max output tokens118K—
API providers listed50
Weight accessGated accessOpen weights
Input modalitiesTextText
First listed23 July 20249 July 2026
PublisherMetaTencent

Evidence: 2 public benchmark observations across 2 boards · finetune of allenai/Olmo-3-1025-7B · finetune (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Llama 3.1 8B Instruct vs HiLS Attention 7B

Public benchmark boards where Llama 3.1 8B Instruct or HiLS Attention 7B has a published result
BoardLlama 3.1 8B InstructHiLS Attention 7BLeads
Arena codingArena (LMArena)12601252–1267—Only one result
BFCL V4UC Berkeley (Gorilla)25.8Prompt—Only one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Llama 3.1 8B Instruct vs HiLS Attention 7B: common questions

Is Llama 3.1 8B Instruct better than HiLS Attention 7B?

HiLS Attention 7B ranks higher on the ModelCap Index as of 15 September 2026: #212 against #213. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is Llama 3.1 8B Instruct cheaper than HiLS Attention 7B?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, Llama 3.1 8B Instruct or HiLS Attention 7B?

Both publish a 131K-token context window.

Which is better for coding, Llama 3.1 8B Instruct or HiLS Attention 7B?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Llama 3.1 8B Instruct and HiLS Attention 7B open-weight models?

Llama 3.1 8B Instruct: Gated access. HiLS Attention 7B: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Llama 3.1 8B Instruct and HiLS Attention 7B?

ModelCap currently lists 5 API providers for Llama 3.1 8B Instruct and 0 for HiLS Attention 7B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Llama 3.1 8B Instruct vs HiLS Attention 7B comparison?

Every figure comes from the sealed ModelCap dataset published 15 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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