Hy3 vs
Hy4 preview

Read the published evidence, route context, and missing facts before making a local decision. This page does not name a universal winner.

Models in this comparison

Provider identity and evidence state stay balanced across the pair.

T

Tencent

Hy3

Model type
Open Weight
Evidence state
Supported evidence
Published context
256,000
VS
T
Model type
Open Weight
Evidence state
Estimated evidence
Published context
1,000,000

Key implications

Insufficient shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.

  1. Context window: Hy4 preview has the larger published context window (1,000,000 tokens vs 256,000 tokens).

Shared metric view

A radar is shown only when at least four compatible supported score metrics are published.

Comparable metric detail

  • AgenticHy3: 44.42 · Hy4 preview: 69.97
  • CodingHy3: 63.37 · Hy4 preview: 68.92
  • KnowledgeHy3: Unavailable · Hy4 preview: 82.6
  • MultimodalGroundedHy3: Unavailable · Hy4 preview: 84
  • OverallHy3: 68.16 · Hy4 preview: 79.16

Source metrics

Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.

Source metric comparison
MetricUnitHy3Hy4 preview
Agenticscore44.4269.97
Codingscore63.3768.92
KnowledgescoreUnavailable82.6
MultimodalGroundedscoreUnavailable84
Overallscore68.1679.16

Agentic

Unit
score
Hy3
44.42
Hy4 preview
69.97

Coding

Unit
score
Hy3
63.37
Hy4 preview
68.92

Knowledge

Unit
score
Hy3
Unavailable
Hy4 preview
82.6

MultimodalGrounded

Unit
score
Hy3
Unavailable
Hy4 preview
84

Overall

Unit
score
Hy3
68.16
Hy4 preview
79.16

Pricing and context

Verification is shown beside each selected route. Missing facts remain Not verified.

Route pricing and context comparison
FieldUnitHy3Hy4 preview
Input API priceUSD / 1M tokensNot verifiedNot verified
Output API priceUSD / 1M tokensNot verifiedNot verified
Route contexttokensNot verifiedNot verified
Input modalitiespublished listNot verifiedNot verified
Output modalitiespublished listNot verifiedNot verified

Input API price

Unit
USD / 1M tokens
Hy3
Not verified
Hy4 preview
Not verified

Output API price

Unit
USD / 1M tokens
Hy3
Not verified
Hy4 preview
Not verified

Route context

Unit
tokens
Hy3
Not verified
Hy4 preview
Not verified

Input modalities

Unit
published list
Hy3
Not verified
Hy4 preview
Not verified

Output modalities

Unit
published list
Hy3
Not verified
Hy4 preview
Not verified

Evidence provenance

Source records, route identity, timestamps, and methodology are consolidated here without declaring either model a winner.

Publication time
Aug 30, 2026, 2:15 AM UTC
Freshness
Stale — Published weekly benchmark evidence has not refreshed within 8 days.
Methodology
benchlm: benchlm_raw_composite
Model records
  • Hy3 — source benchlm · artifact models · model hy3
  • Hy4 preview — source benchlm · artifact models · model hy4-preview
Selected price routes
  • Hy3 — Not published
  • Hy4 preview — Not published

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