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Hy3 vs Solar Pro 4

Hy3 and Solar Pro 4 cost about the same per output token ($0.528 vs $0.60 per million). Updated October 22, 2026; 42 benchmarks have a result for both.

Hy3Tencent
Coding
No data
Overall
No data
Output $/M
$0.528
41
Solar Pro 4Upstage
Coding
No data
Overall
No data
Output $/M
$0.60
1
vs boards won of 42 shared

Hy3 or Solar Pro 4: which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Pick Hy3 for output tokens 1.1x cheaper ($0.528 vs $0.60 per million) and work measured by Design Arena: data viz, where it leads.

Shared results
42
Hy3 only
2
Solar Pro 4 only
3
Like-for-like categories
6 of 9

Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.

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
Hy3 not benchmarked, Solar Pro 4 not benchmarked.
Widest category
Coding, 13.7 points apart on average over 7 shared benchmarks.
Widest single gap
LMArena WebDev: React: Hy3 1511 against Solar Pro 4 1363, 24.6 points apart on a 0 to 100 scale.
Output price
Hy3 $0.528 against Solar Pro 4 $0.60 per million output tokens, 1.1x apart.
Context window
Hy3 takes 262K tokens, Solar Pro 4 524K.

Benchmark by benchmark

First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.

Boards won, where both have a result
CategoryHy3BarsSolar Pro 4Ties
Coding70
Reasoning50
Math20
Knowledge40
Web design51
General180
All shared boards411
CodingLike-for-likeSix of these boards feed the Vibe Coding Index70
Coding benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
LMArena WebDev15071371Hy3
AA Coding IndexNot measured52.7Only Solar Pro 4 measured
SciCode48.6%48.0%Hy3
ALE-Bench838.6179.3Hy3
LMArena Text: coding14661438Hy3
LMArena Text: software and IT14631431Hy3
LMArena WebDev: React15111363Hy3
LMArena WebDev: HTML14871371Hy3
Neither model has a result on the other 31 boards here
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board, none shared
Intelligence benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
AA Intelligence IndexNot measured28.2Only Solar Pro 4 measured
Neither model has a result on the other 1 board here
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index1 board, none shared
Agentic work benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
Design Arena: agents building web appsNot measured1105Only Solar Pro 4 measured
Neither model has a result on the other 40 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index50
Reasoning benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
GPQA Diamond (Artificial Analysis run)89.7%89.1%Hy3
Humanity's Last Exam (Artificial Analysis run)33.5%29.8%Hy3
LMArena Text: hard prompts14471400Hy3
LMArena Text: expert14611428Hy3
LMArena Text: hard prompts in English14551427Hy3
Neither model has a result on the other 17 boards here
MathLike-for-likePublic boards, shown as published, kept out of the index20
Math benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
LMArena Text: math14731421Hy3
LMArena Text: mathematical work14821427Hy3
Neither model has a result on the other 11 boards here
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index40
Knowledge benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
LMArena Text: science14571404Hy3
LMArena Text: medicine and healthcare14521374Hy3
LMArena Text: legal and government14221383Hy3
LMArena Text: business and finance14241381Hy3
Neither model has a result on the other 14 boards here
Web designLike-for-likePublic boards, shown as published, kept out of the index51
Web design benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
Design Arena: websites12301176Hy3
Design Arena: UI components12041147Hy3
Design Arena: game dev12081169Hy3
Design Arena: data viz11641177Solar Pro 4
Design Arena: 3D12321178Hy3
Design Arena: all code categories12271182Hy3
Design Arena: SVG1200Not measuredOnly Hy3 measured
Design Arena: ASCII art1152Not measuredOnly Hy3 measured
Neither model has a result on the other 1 board here
GeneralLike-for-likePublic boards, shown as published, kept out of the index180
General benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
Long context reasoning (AA-LCR)79.0%70.7%Hy3
LMArena Text14381388Hy3
LMArena Text: instruction following14261375Hy3
LMArena Text: creative writing14031317Hy3
LMArena Text: English14481414Hy3
LMArena Text: non-English14261363Hy3
LMArena Text: Chinese14851422Hy3
LMArena Text: German14491358Hy3
LMArena Text: Japanese13971320Hy3
LMArena Text: Korean13961383Hy3
LMArena Text: French14561400Hy3
LMArena Text: Spanish14571409Hy3
LMArena Text: Russian14321357Hy3
LMArena Text: Polish14471304Hy3
LMArena Text: multi-turn14361385Hy3
LMArena Text: longer queries14421382Hy3
LMArena Text: writing and language14141344Hy3
LMArena Text: entertainment and media14001332Hy3
Neither model has a result on the other 28 boards here
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Image generation benchmarks for Hy3 and Solar Pro 4
BenchmarkHy3Solar Pro 4Leader
Neither model has a result on 5 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

Hy3$0.0004Fits in one request
Solar Pro 4$0.0004Fits in one request

Hy3 costs less

Repository review

50K input + 3K output tokens

Hy3$0.0082Fits in one request
Solar Pro 4$0.0093Fits in one request

Hy3 costs less

Agent loop

200K input + 10K output tokens

Hy3$0.032Fits in one request
Solar Pro 4$0.036Fits in one request

Hy3 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 Hy3 and Solar Pro 4
SpecificationTencent Hy3Upstage Solar Pro 4
MakerTencentUpstage
WeightsOpen weightsNo public weights listed
ReleasedJuly 6, 2026August 10, 2026
Context window262K524K
Input $/Mtok$0.132$0.15
Output $/Mtok$0.528$0.60
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it11
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is Hy3 better than Solar Pro 4 for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Hy3 for output tokens 1.1x cheaper ($0.528 vs $0.60 per million) and work measured by Design Arena: data viz, where it leads.

Which is cheaper, Hy3 or Solar Pro 4?

Hy3 costs $0.132 per million input tokens and $0.528 per million output tokens; Solar Pro 4 costs $0.15 and $0.60. Cost per solved task is known for neither of them.

Which has the bigger context window, Hy3 or Solar Pro 4?

Solar Pro 4, with 524K tokens against 262K.

How many benchmarks is the Hy3 vs Solar Pro 4 comparison based on?

42 benchmarks have a result for both models as of October 22, 2026. Hy3's coding index rests on 1 independent benchmark and Solar Pro 4's on 1. Where only one model has a result, the page says so instead of naming a winner.

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