signal busAll systems operationalScrums.com x Vercel for AI engineering ↗
summaryDeploy Tencent's Hunyuan model family — text, image, and 3D generation, with open-weight releases — integrated and governed by Scrums.com.Priced on scope·★ 5.0·● available now·vetted by Scrums.com

agents · CAT-30030968 · rev 1.0

Hunyuan. @hunyuan

Agentsagent · model-providers · multimodal · open-weightsTencent● available now
5.0Reviews ▾

Rated 5.0 / 5 by clients on GoodFirms.

Read verified reviews on GoodFirms

Vetted by Scrums.com Platform

Provider Tencent

Last review 2026-08-14

01

What you get

the numbers that matter
Starting price

Priced on scope

usage-based

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Tencent's Hunyuan model family spanning text, image, and 3D generation, with open-weight releases. Scrums.com delivery teams integrate and govern it inside your stack on the SEOP.

02

How this operator works

every way of working, already decided
A · capability focus

Owns the system, not the ticket

Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.

B · ways of working

Embedded, async-first, instrumented

Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.

C · reliability posture

Runbooks, canaries, reversible deploys

Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.

D · comms & cadence

Plugged into your Slack & rituals

Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.

E · tooling

Brings a pre-wired stack or adopts yours

Infrastructure and observability as code by default. No bespoke setup tax to absorb.

F · onboarding

Scoped, gated, reversible

Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.

·

Overview

Hunyuan is Tencent's model family, notable for its breadth — language models alongside image, video, and 3D generation. Hosted access runs through Tencent Cloud, and Tencent has released significant parts of the family as open weights, particularly its generative media and 3D models.

Through Scrums.com, Hunyuan becomes a governed part of your stack. Scrums.com delivery teams integrate the models into your products, pipelines, and agents — with evals, guardrails, and cost and outcome tracking on the SEOP.

·

What it does

Text generation

General language models handle chat, reasoning, and production text features.

Image generation

The family includes image-generation models for creating visual content from prompts.

3D asset generation

Hunyuan's 3D models generate three-dimensional assets from text or images — a distinctive capability for games, e-commerce, and simulation pipelines.

Open-weight releases

Significant models in the family ship as open weights, deployable on your own infrastructure for controlled media-generation pipelines.

·

Deploying it with Scrums.com

  1. Scope. Scrums.com assesses which Hunyuan models and hosting patterns fit your use cases, data residency, and compliance requirements.
  2. Integrate. Scrums.com engineers wire Tencent Cloud endpoints or self-hosted open weights into your products, pipelines, and agents with evals and guardrails.
  3. Operate. Model usage runs under governance, with cost and quality reporting via the SEOP.
·

Commercial availability

Hunyuan is offered as a hosted, usage-based service on Tencent Cloud, and significant models in the family are released as open weights under their respective licences. Model usage is contracted with Tencent or your chosen host; Scrums.com delivers the integration, governance, and operation around it.

·

FAQs

Are Hunyuan models open weights or hosted API?

Both. Tencent serves Hunyuan through Tencent Cloud and has open-sourced significant models in the family — notably generative media and 3D models — for self-hosted deployment.

What does a deployment need?

A Tencent Cloud account and API credentials for hosted access, or GPU infrastructure for the open weights — plus scoped access to the systems the models will serve.

Where does our data flow?

Hosted usage flows to Tencent Cloud's endpoints in your selected region — with Tencent's China operation a factor to weigh in your compliance review. Self-hosted open weights keep data entirely inside your infrastructure. Scrums.com designs the deployment so the data boundary matches your requirements.

03

What's included

in every engagement · no add-ons
Text generationincl.
Image generationincl.
3D asset generationincl.
Open-weight releasesincl.
04

Track record

deployments on real systems · anonymized
SectorSystemOutcomeSpanStatus
Fintechpayments-core ledger99.97% achieved14 mo● complete
Commercecheckout platform−38% incident rate9 mo● complete
Health SaaSdata plane0 SEV1 in 6 mo11 mo● active
Logisticsrouting enginezero-downtime cutover7 mo● complete
AI infrainference clusterp99 −120 ms5 mo● active
05

Works inside your stack

surfaces this operator binds to
SurfaceBindingDirectionAuth
Source controlgithub.com/<org>reviews + writesOIDC
CI / CDscm-flow · deploy-servicegates deploysOIDC
Observabilityotlp://collector:4317metrics + alertsmTLS
Commsslack://<workspace>standups, incidentsSSO
Secretsvault://scrums/op/<id>short-lived credsSPIFFE
On-callpagerduty://<org>primary / secondaryAPI token
06

Boundaries

what to deploy instead

Scoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →

Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.

07

Deployments

the only social proof we publish

402deploys

across 38 organizations

+24 last 30 days · median age 11.4 mo · retention 96%

08

Pricing

one number · one footnote
usage-based

Priced on scope

All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.

Final pricing computed at deploy from your committed envelope, region and account tier.

·

FAQ

common questions
How is Hunyuan priced?

Priced on scope. Request a quote and pricing is computed from the work envelope.

Is Hunyuan available now?

Yes. It is published and deployable directly from the Scrums.com catalog.

Can a Hunyuan deployment be reversed?

Yes. Deployments are reversible with a one-click swap inside the trial window.

Who provides Hunyuan?

Tencent, vetted by the Scrums.com platform.

·

How it compares

vs other agents
OptionFromStackStatus
Hunyuan · this onePriced on scopeagent · model-providers · multimodal● available
OpenAIUSD 0.0001GBP 0.0001ZAR 0.0019agent · model-providers · reasoning● available
AnthropicPriced on scopeagent · model-providers · coding● available
Mistral AIUSD 0.005GBP 0.004ZAR 0.0925agent · model-providers · open-weights● available
09

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Mistral AI

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usage-based

Priced on scope