agents · CAT-30030968 · rev 1.0 |
Hunyuan. @hunyuan
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
What you get
the numbers that matterPriced on scope
usage-based
≈ 2 weeks
signed to first PR
96%
engagements renewed
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.
How this operator works
every way of working, already decidedOwns 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.
Embedded, async-first, instrumented
Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.
Runbooks, canaries, reversible deploys
Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.
Plugged into your Slack & rituals
Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.
Brings a pre-wired stack or adopts yours
Infrastructure and observability as code by default. No bespoke setup tax to absorb.
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
- Scope. Scrums.com assesses which Hunyuan models and hosting patterns fit your use cases, data residency, and compliance requirements.
- Integrate. Scrums.com engineers wire Tencent Cloud endpoints or self-hosted open weights into your products, pipelines, and agents with evals and guardrails.
- 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.
What's included
in every engagement · no add-onsTrack record
deployments on real systems · anonymized| Sector | System | Outcome | Span | Status |
|---|---|---|---|---|
| Fintech | payments-core ledger | 99.97% achieved | 14 mo | ● complete |
| Commerce | checkout platform | −38% incident rate | 9 mo | ● complete |
| Health SaaS | data plane | 0 SEV1 in 6 mo | 11 mo | ● active |
| Logistics | routing engine | zero-downtime cutover | 7 mo | ● complete |
| AI infra | inference cluster | p99 −120 ms | 5 mo | ● active |
Works inside your stack
surfaces this operator binds to| Surface | Binding | Direction | Auth |
|---|---|---|---|
| Source control | github.com/<org> | reviews + writes | OIDC |
| CI / CD | scm-flow · deploy-service | gates deploys | OIDC |
| Observability | otlp://collector:4317 | metrics + alerts | mTLS |
| Comms | slack://<workspace> | standups, incidents | SSO |
| Secrets | vault://scrums/op/<id> | short-lived creds | SPIFFE |
| On-call | pagerduty://<org> | primary / secondary | API token |
Boundaries
what to deploy insteadScoped 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.
Deployments
the only social proof we publish402deploys
across 38 organizations
+24 last 30 days · median age 11.4 mo · retention 96%
Pricing
one number · one footnotePriced 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 questionsHow 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| Option | From | Stack | Status |
|---|---|---|---|
| Hunyuan · this one | Priced on scope | agent · model-providers · multimodal | ● available |
| OpenAI | USD 0.0001GBP 0.0001ZAR 0.0019 | agent · model-providers · reasoning | ● available |
| Anthropic | Priced on scope | agent · model-providers · coding | ● available |
| Mistral AI | USD 0.005GBP 0.004ZAR 0.0925 | agent · model-providers · open-weights | ● available |