none reviewed yet · 1 benchmark observation · latest capture Sep 8, 2026
Inspect the evidenceTencent Hy4 preview
Cost-driven teams and self-hosters who want a permissively licensed frontier-scale coding model
Saved editorial fit for your current task lens; not a benchmark result
How scoring worksVerified rates (Sep 8, 2026) · 100 runs / month at your token settings
Adjust workloadAt a glance
9 facts- Provider
- Tencent
- Type
- API model
- Access
- Tencent Cloud TokenHub API, OpenRouter, WorkBuddy, CodeBuddy, Yuanbao, ima; self-hosted OpenAI-compatible endpoint
- Context
- 1,048,576 tokens
- Maximum output
- OpenRouter lists 64,000 completion tokens; the model card does not state a max
- License / weights
- Open weights
- Input modalities
- text
- Output modalities
- text
- Pricing notes
- $0.834 in / $2.501 out per 1M with $0.042 cache hits (Tencent newsroom and OpenRouter agree)
The practical trade-offs
Documented strengths
- SWE-bench Pro 65.7% at $0.834/$2.501 is outstanding price-performance
- Apache 2.0 with FP8 weights on four mirrors - the most permissive frontier-scale open release here
- Arena WebDev Frontend rank 10 (1638) despite preview status
- 1M+ context with sparse attention designed for long-horizon dev work
Limitations to check
- Preview-labelled: no GA commitment, and no AA coverage for independent speed/intelligence measurement
- Modalities are not documented on the fetched pages
- Only 1,330 Arena votes (+/-18)
- Serving needs 8-way tensor parallelism; single-provider hosting on OpenRouter
Evidence & conditions
- Evidence source 1
huggingface.coDate not recorded - Evidence source 2
tencent.comDate not recorded - Evidence source 3
arena.aiDate not recorded - Evidence source 4
benchlm.aiDate not recorded - Evidence source 5
openrouter.aiDate not recorded
Benchmark observations
Arena WebDev Frontend Inspect conditions
- name
- Arena WebDev Frontend
- value
- 1638
- unit
- arena_score
- source Url
- https://arena.ai/leaderboard/code/webdev/frontend
- checked At
- 2026-09-08T19:28:18Z
- attribution
- benchmark-publisher
- configuration
- Exact row hy4-preview; source results dated 2026-09-05; human preference; confidence interval +/-18; 1330 votes; preliminary. This is a checked source snapshot, not a newly run September 8 evaluation.
Source reports, measured results, and editorial assessments are separate evidence types. Source dates do not imply a new benchmark run. Capture dates are shown when recorded; otherwise we say the capture date was not recorded. Recorded dates are compared with this catalogue snapshot (Sep 11, 2026), not today’s date.
How this page is assessed
Quality claims follow Method AIS-V2.
Money never buys rank — commercial relationships cannot change rank, eligibility, evidence quality, or publication timing.
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