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BenchLM

Hy3

CurrentReleased Jul 6, 2026Open WeightReasoning256K context

Released Jul 6, 2026 — see all recent releases

Decision reading
Hy3 is tracked, but not publicly ranked yet. The profile exposes 0 sourced benchmark rows and leaves unsupported fields blank until a published record exists.

Data as of August 20, 2026 · How the score is built

Compare Hy3Find alternatives

Spec sheet

Each documented value carries its source. Missing fields stay visible as not sourced or not published, rather than disappearing from the page.

API model ID
Not published
Context window
256K
Maximum output
Not sourced yet
Knowledge cutoff
Not sourced yet
Input modalities
Not sourced yet
Output modalities
Not sourced yet
Parameters
Not sourced yet
Availability
Not sourced yet
Cloud regions
Not tracked yet
Lifecycle
Current
API capabilities
Tool calling, structured outputs, and batch support are not tracked yet
Prompt caching
Not documented in the pricing record
Self-host
Open weights available; hardware estimate not sourced
Rate limits
Not tracked yet

Deployment options

Self-host and provider-specific paths stay separate from benchmark evidence so operating constraints are visible before a score becomes the whole decision.

Published weights are available, but BenchLM does not yet have a sourced parameter and VRAM profile for this exact model. Hardware cost estimates stay unavailable until that sizing record is complete.

Estimate VRAM from known parameters

Lineage

The sequence follows explicit supersedes links. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.

Jul 6, 2026 · you are here

Hy3

Not publicly ranked · Price not listed

Instruct

Hy3 Preview · 43.9

How to read this profile

The visual layer above carries the decisions. These notes preserve the model, ranking, coverage, and family context behind the numbers.

We track Hy3, but no weighted text-model benchmark result is published on the site yet. This page shows the metadata and separate protocol evidence we can verify now; a BenchLM score will appear only if compatible public evaluations land.

Hy3 is a open weight model with a 256K context window. It uses an explicit reasoning mode, which can improve complex problem solving while adding latency and token use.

Tracked from Tencent's tencent/Hy3 Hugging Face model card. Tencent describes Hy3 as a 295B-total-parameter MoE with 21B active parameters, 3.8B MTP layer parameters, Apache-2.0 weights, and 256K context. The model card's benchmark appendix is rendered as an image in the reviewed public page, so BenchLM keeps scored benchmark fields empty until exact text-published values are available.

Hy3 sits in the Hy3 family with Hy3 Preview. Its explicit predecessor is Hy3 Preview. The profile has no source-displayable benchmark row yet.

Radar

Hy3 release history

Full release history
Hy3 released

Tencent · Model release

Source confirmed

Frequently asked questions

How does Hy3 perform overall in AI benchmarks?

Hy3 does not have any source-displayable benchmark rows yet, so this profile does not assign a public score or rank. Documented specifications remain visible, while score-led charts and claims stay unavailable until a published evaluation can be attached to the exact model.

Is Hy3 open source?

Hy3 is an open-weight model from Tencent. Its weights can be downloaded for local or hosted deployment, subject to the published license. Open weight does not automatically mean open source: training data and training code may remain private, and commercial restrictions can still apply.

Which sibling models are related to Hy3?

Hy3 belongs to the Hy3 family. Related tracked variants include Hy3 Preview. A sibling link indicates shared lineage or a documented configuration relationship; it does not mean the variants have identical pricing, context limits, benchmark evidence, or deployment behavior. Compare before switching.

Does Hy3 have full benchmark coverage on BenchLM?

No. Hy3 currently has 14 source-displayable rows across 437 tracked benchmark slots. The profile exposes published, non-generated evidence and leaves missing categories blank until an exact evaluation is available. Coverage describes how much was measured; it is not a penalty added to an individual benchmark result.

What is the context window size of Hy3?

Hy3 has a reported context window of 256K in the exact-model catalog record. The value stays visible, but the profile marks its source link as unavailable instead of presenting it as directly documented. Maximum output length remains separate because providers often publish a different limit.

Last updated August 20, 2026. Runtime fields remain blank until a sourced snapshot exists.

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