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Hy4 preview vs Palmyra X5

Hy4 preview costs 2.4x less per output token than Palmyra X5 ($2.501 vs $6.00 per million). Updated October 22, 2026; no benchmark has tested both models yet.

Hy4 previewTencent
Coding
44.3
Overall
No data
Output $/M
$2.501
W Palmyra X5Writer
Coding
No data
Overall
No data
Output $/M
$6.00
vs $2.501 vs $6.00 per 1M output tokens. Hy4 preview is 2.4x cheaper.

Hy4 preview or Palmyra X5: which to pick

Only Hy4 preview has a coding score, 44.3 on the Vibe Coding Index; Palmyra X5 has none, so the two cannot be ranked on coding.

Compare them on price, context and the boards below.

No benchmark has tested both yet. Hy4 preview has results on LMArena WebDev, Terminal-Bench 4 (Vals AI) and Vibe Code Bench (Vals AI); Palmyra X5 has none yet. Compare them on price and context instead.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
Hy4 preview 44.3 from 3 benchmarks, Palmyra X5 not benchmarked.
Widest category
None yet: no category has been tested on both models.
Widest single gap
None yet: no benchmark has tested both models.
Output price
Hy4 preview $2.501 against Palmyra X5 $6.00 per million output tokens, 2.4x apart.
Context window
Hy4 preview takes 1.05M tokens, Palmyra X5 1.04M.

Benchmark by benchmark

Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.

CodingDirectional onlySix of these boards feed the Vibe Coding Index10 boards measured
Coding benchmarks for Hy4 preview and Palmyra X5
BenchmarkHy4 previewPalmyra X5Leader
LMArena WebDev1631Not measuredOnly Hy4 preview measured
Terminal-Bench 4 (Vals AI)8.1%Not measuredOnly Hy4 preview measured
Vibe Code Bench (Vals AI)77.5%Not measuredOnly Hy4 preview measured
Code migration (Vals AI)47.4%Not measuredOnly Hy4 preview measured
ProgramBench (Vals AI)0.0%Not measuredOnly Hy4 preview measured
IOI (Vals AI)59.3%Not measuredOnly Hy4 preview measured
Terminal-Bench 2.1 (Vals AI)55.1%Not measuredOnly Hy4 preview measured
CyberBench (Vals AI)65.4%Not measuredOnly Hy4 preview measured
LMArena WebDev: React1653Not measuredOnly Hy4 preview measured
LMArena WebDev: HTML1620Not measuredOnly Hy4 preview measured
Neither model has a result on the other 29 boards here
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index8 boards measured
Agentic work benchmarks for Hy4 preview and Palmyra X5
BenchmarkHy4 previewPalmyra X5Leader
SREBench (Vals AI)2.3%Not measuredOnly Hy4 preview measured
Finance Agent (Vals AI)55.1%Not measuredOnly Hy4 preview measured
Tax Agent Bench (Vals AI)32.6%Not measuredOnly Hy4 preview measured
Legal Research Bench (Vals AI)45.2%Not measuredOnly Hy4 preview measured
Harvey's Legal Agent Benchmark (Vals AI)8.8%Not measuredOnly Hy4 preview measured
Excel Modeling Benchmark (Vals AI)58.1%Not measuredOnly Hy4 preview measured
BioMysteryBench (Vals AI)69.3%Not measuredOnly Hy4 preview measured
Terminal-Bench-Science (Vals AI)1.4%Not measuredOnly Hy4 preview measured
Neither model has a result on the other 33 boards here
MathDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Math benchmarks for Hy4 preview and Palmyra X5
BenchmarkHy4 previewPalmyra X5Leader
ProofBench75.0%Not measuredOnly Hy4 preview measured
Neither model has a result on the other 12 boards here
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
Knowledge benchmarks for Hy4 preview and Palmyra X5
BenchmarkHy4 previewPalmyra X5Leader
LegalBench (Vals AI)83.8%Not measuredOnly Hy4 preview measured
MedCode (Vals AI)43.3%Not measuredOnly Hy4 preview measured
Neither model has a result on the other 16 boards here
GeneralDirectional onlyPublic boards, shown as published, kept out of the index3 boards measured
General benchmarks for Hy4 preview and Palmyra X5
BenchmarkHy4 previewPalmyra X5Leader
Vals Index53.2%Not measuredOnly Hy4 preview measured
Public Benefits Bench (Vals AI)68.6%Not measuredOnly Hy4 preview measured
MedScribe (Vals AI)83.6%Not measuredOnly Hy4 preview measured
Neither model has a result on the other 43 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

Hy4 preview$0.0021Fits in one request
Palmyra X5$0.0036Fits in one request

Hy4 preview costs less

Repository review

50K input + 3K output tokens

Hy4 preview$0.049Fits in one request
Palmyra X5$0.048Fits in one request

Palmyra X5 costs less

Agent loop

200K input + 10K output tokens

Hy4 preview$0.192Fits in one request
Palmyra X5$0.180Fits in one request

Palmyra X5 costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of Hy4 preview and Palmyra X5
SpecificationTencent Hy4 previewWriter Palmyra X5
MakerTencentWriter
WeightsOpen weightsNo public weights listed
ReleasedAugust 28, 2026January 21, 2026
Context window1.05M1.04M
Input $/Mtok$0.834$0.60
Output $/Mtok$2.501$6.00
Coding index44.3Not benchmarked
Independent measurements behind it30
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is Hy4 preview better than Palmyra X5 for coding?

Only Hy4 preview has a coding score, 44.3 on the Vibe Coding Index; Palmyra X5 has none, so the two cannot be ranked on coding. Compare them on price, context and the boards below.

Which is cheaper, Hy4 preview or Palmyra X5?

Hy4 preview costs $0.834 per million input tokens and $2.501 per million output tokens; Palmyra X5 costs $0.60 and $6.00. Cost per solved task is known for neither of them.

Which has the bigger context window, Hy4 preview or Palmyra X5?

Hy4 preview, with 1.05M tokens against 1.04M.

Has any benchmark tested both Hy4 preview and Palmyra X5?

No benchmark has tested both yet. Hy4 preview has results on LMArena WebDev, Terminal-Bench 4 (Vals AI) and Vibe Code Bench (Vals AI); Palmyra X5 has none yet. Compare them on price and context instead. Data as of October 22, 2026.

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