ZMIME
Comparison · 2 models · Updated Oct 4, 2026

Hy3 vs Hy3 preview

Too close to call on our weighted score (Hy3 58, Hy3 preview 56). The right pick depends on what you value most.

  1. Tencent

    Hy3

    Released Jul 6, 2026

    58/100
    • ECI—
    • Price$0.132 / $0.53
    • Context256K
  2. Tencent

    Hy3 preview

    Released Apr 20, 2026

    56/100
    • ECI—
    • Price$0.176 / $0.586
    • Context256K
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01 — Verdict

Too close to call

It is close. Our weighted score puts them within 2 points (Hy3 58/100, Hy3 preview 56/100), so choose by what matters most for your work: Hy3 on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceHy3Hy3 $0.232 · Hy3 preview $0.279 per 1M tokens (3:1 blend)
  • Longest contextAbout the sameHy3 256,000 · Hy3 preview 256,000 tokens
  • Widest inputsSame inputsHy3: Text · Hy3 preview: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightHy3Hy3 preview
Price50%8076
Inputs & features30%3535
Context window20%3636
Overall100%58/10056/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Hy3 vs Hy3 preview specifications side by side
SpecificationHy3TencentHy3 previewTencent
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.132 (best)$0.176
Output$0.53 (best)$0.586
Cached input——
Blended (3:1)$0.232 (best)$0.279
Long-context rateSame rateSame rate
Price sourceMedian of 15 providersMedian of 4 providers
Limits
Context window256,000 tokens256,000 tokens
Max output128,000 tokens (best)64,000 tokens
Inputs and features
TextYesYes
ImagesNoNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningYeshighYeslow · medium · high
Tool callingYesYes
Structured outputNoNo
Availability
WeightsOpenOpen
API model IDhy3hy3-preview
API providers18 (best)5
ReleasedJul 6, 2026Apr 20, 2026
Knowledge cutoff——
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Hy3$2.38
  • Hy3 preview$2.93
04 — Questions

Which should you choose?

Which is better: Hy3 or Hy3 preview?

It is close. Our weighted score puts them within 2 points (Hy3 58/100, Hy3 preview 56/100), so choose by what matters most for your work: Hy3 on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Hy3 or Hy3 preview?

Hy3 is cheaper at $0.132 input / $0.53 output per million tokens (median across 15 API providers; free on Tencent TokenHub). Hy3 preview costs $0.176 input / $0.586 output per million tokens (median across 4 API providers; free on Tencent TokenHub). At a typical mix of three input tokens to one output token, that is $0.232 per million tokens for Hy3 versus $0.279 for Hy3 preview (1.2× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Hy3 has not been scored yet and Hy3 preview has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Hy3 and Hy3 preview yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

Hy3 and Hy3 preview share the same 256,000-token context window. Maximum output per response: Hy3 up to 128,000, Hy3 preview up to 64,000 tokens.

Which can read images, PDFs, audio or video?

Hy3 accepts text; Hy3 preview accepts text. They handle the same number of input types.

Are any of these open source?

Yes, both publish their weights, so you can self-host them.

Which is newer?

Hy3 is the newest, released Jul 6, 2026. Hy3 preview came out Apr 20, 2026.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.