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Head-to-head comparison

ContextPilot E4B vs HiLS Attention 7B

ContextPilot E4B (Tencent) 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, ContextPilot E4B holds the stronger ModelCap Index position (#109 vs #212); and HiLS Attention 7B ships open weights.

Which should you choose?

Choose ContextPilot E4B if…

  • you want the stronger overall ModelCap Index position — #109 against #212 (42.0 vs 9.0 points).
  • you want the more recently listed model — ContextPilot E4B was listed 27 August 2026, HiLS Attention 7B 9 July 2026.

Choose HiLS Attention 7B if…

  • you want to self-host: HiLS Attention 7B ships open weights while ContextPilot E4B is restricted license.

ContextPilot E4B vs HiLS Attention 7B: specs, pricing and context

Specification comparison of ContextPilot E4B and HiLS Attention 7B
FieldContextPilot E4BTencentHiLS Attention 7BTencent
ModelCap Index position#109#212
Index score42.09.0
EvidenceInheritedInherited
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens
API providers listed00
Weight accessRestricted licenseOpen weights
Input modalitiesTextText
First listed27 August 20269 July 2026
PublisherTencentTencent

Evidence: finetune of google/gemma-4-E4B-it · finetune (100%) · 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: ContextPilot E4B vs HiLS Attention 7B

Neither model has a published result on a public benchmark board ModelCap tracks yet.

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.

ContextPilot E4B vs HiLS Attention 7B: common questions

Is ContextPilot E4B better than HiLS Attention 7B?

ContextPilot E4B ranks higher on the ModelCap Index as of 15 September 2026: #109 against #212. 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 do not overlap, but the aggregate Index does not predict performance on every task; compare the relevant benchmark configurations before choosing.

Is ContextPilot E4B 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, ContextPilot E4B or HiLS Attention 7B?

Both publish a —-token context window.

Which is better for coding, ContextPilot E4B 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 ContextPilot E4B and HiLS Attention 7B open-weight models?

ContextPilot E4B: Restricted license. 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 ContextPilot E4B and HiLS Attention 7B?

ModelCap currently lists 0 API providers for ContextPilot E4B 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 ContextPilot E4B 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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