Evidence in this edition5 source links

none reviewed yet · 1 benchmark observation · latest capture Sep 8, 2026

Inspect the evidence
Task fit79.1/100

Saved editorial fit for your current task lens; not a benchmark result

How scoring works
Cost at your workload$77.98

Verified rates (Sep 8, 2026) · 100 runs / month at your token settings

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At 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
Follow the source

Evidence & conditions

5 source links
5Source links
NoneReviewed records
1Benchmark runs
Sep 8, 2026Latest capture

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.

Method AIS-V2

How this page is assessed

Quality claims follow Method AIS-V2.

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