Skip to contentT/TTokens or Towers

Compare

LeaderboardEvery tracked model, ranked and priced side by sideBenchmarksWhat each test measures and who leads itPricesAPI, media, and hardware rates with a cost calculator

Plan

Stack plannerSix questions to a priced local and hosted stackShortlistOur picks for subscriptions, APIs, and hardwareEnterpriseSeat plans against self-hosting for a whole team

Build

HardwareGPUs and workstations, and which models they fitHostsWhere to rent open-weight inference, and for how muchHarnessesCoding agents and the models they drive

Lab

FindingsResults from our own evaluationsScanAudit a repo’s AI usage in the browserMethodWhere the numbers come from and how we check them
Data checked September 25, 2026
Data checked September 25, 2026
Plan a stack
T/TTokens or Towers

An independent guide to AI models, what they cost, and the hardware to run them. No account, no API key, no sponsors.

Compare

  • Leaderboard
  • Benchmarks
  • Prices

Plan

  • Stack planner
  • Shortlist
  • Enterprise

Build

  • Hardware
  • Hosts
  • Harnesses

Lab

  • Findings
  • Scan
  • Method
Data checked September 25, 2026 · Every number links to its sourceRSS · Source on GitHub
Leaderboard/Tencent
Tencent

Tencent · Hy4 (Hunyuan)

Tencent Hy4 preview

Open weightsPreviewNewApache-2.0

Tencent's open-weight (Apache-2.0) 770B/49B-active MoE text model with a 1M context, positioned for coding agents and office/productivity tasks; not yet benchmarked by Artificial Analysis.

AA Intelligence
—
Input / output per 1M
$0.834/ $2.501
Output speed
—
Context window
1M tokens

Coding

  • SWE-bench Pro#6 of 31
    65.7%vendorHugging Face: tencent/Hy4-preview ↗

    Leader: Claude Opus 5.5 at 89.9%

  • Terminal-Bench 2.x#14 of 103
    85.4%vendorTerminal-Bench 2.1Hugging Face: tencent/Hy4-preview ↗

    Leader: Claude Fable 5.1 at 91.4%

Reasoning and knowledge

  • GPQA Diamond#24 of 142
    92.3%vendorHugging Face: tencent/Hy4-preview ↗

    Leader: GPT-6 Astra at 96.1%

Human preference

  • LMArena WebDev#11 of 54
    1631independentarena entry "hy4-preview", rank 13, 4443 votesLMArena WebDev leaderboard (fetched 2026-09-25) ↗

    Leader: Claude Opus 5.5 at 1818

Other published results

ResultScoreReported bySource
DeepSWE64.3%vendorHugging Face: tencent/Hy4-preview ↗
Toolathlon Verified74.1%vendorHugging Face: tencent/Hy4-preview ↗
APEX-Agents37.1%vendorHugging Face: tencent/Hy4-preview ↗
Tencent internal expert eval (203 engineering tasks)2.99 score out of 4vendorTencent: Tencent releases and open-sources Tencent Hy4 preview ↗

Specs

Released
August 28, 2026
Parameters
770B total, 49B active
Size class
500B to 1T
Input
text
Output
text
Context
1M tokens
Max output
64K tokens
Cached input
$0.042 / 1M
Blended 70/30
$1.334 / 1M
  • Price: Tencent Cloud: Hy4 Preview FAQ (specs, pricing) ↗ Tencent Cloud TokenHub, Singapore region, as of 2026-08-28 (CNY list: 6/18/0.3 per 1M in Guangzhou per third-party reports, unverified). Max input 960K.

Will it fit your budget?

The planner prices this model against local hardware and other APIs for your workload.

Plan a stack →

Compare with

  • TencentTencent Hy325.3
  • OpenAIGPT-6 Astra52.7
  • OpenAIGPT-6 Sol47.5
  • OpenAIGPT-6 Luna37.3